1{2 "record_id": "33b79cf36579ae3f85aa1db50b2d2c31cb4ba23a",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Predicting the rental value of houses in household surveys in Tanzania, Uganda and Malawi: Evaluations of hedonic pricing and machine learning approaches",7 "year": 2021,8 "doi": "10.1371/journal.pone.0244953",9 "country": "Uganda; Tanzania; Malawi",10 "region_city": "National (LSMS-ISA household surveys)",11 "sample_start": 2010,12 "sample_end": 2016,13 "property_type": "rental",14 "price_type": "rent",15 "data_source": "World Bank LSMS-ISA household surveys (Uganda 2010, 2012; Tanzania 2014, 2016; Malawi 2014, 2016), renter households",16 "document_type": "journal",17 "estimators": [18 "OLS",19 "other"20 ],21 "spatial_method": "SAR and SEM estimated but coefficients not reported (only prediction performance, Tables 9-10)",22 "time_fe": false,23 "location_fe": true,24 "se_type": "unknown",25 "n_obs_total": 4882,26 "ai_methods": [27 "Ridge",28 "LASSO",29 "regression tree",30 "bagging",31 "random forest",32 "boosting"33 ],34 "notes": "Dependent variable: natural log of monthly rent in USD (Eq. 1, p.5; Table 1 labels it 'Annual rent: rent paid per month in dollar'). Tables 2-4 report OLS, Ridge and LASSO coefficients per country-year with district fixed effects; parentheses in OLS columns are not labelled (assumed SE; no significance stars). Outliers beyond 3 SD removed. Ridge/LASSO columns have no SEs and are penalised estimates (estimator 'other'). Tree/bagging/forest/boosting report variable importance only (not extracted). Authors interpret coefficients in dollars in the text, which is inconsistent with the log specification."35 },36 "models": [37 {38 "model_id": "T2-c1",39 "table": "2",40 "column": "1",41 "page": 11,42 "dep_var": "natural log of monthly house rent (USD), renter households",43 "dep_transform": "log",44 "estimator": "OLS",45 "n_obs": 242,46 "r2": 0.75,47 "se_or_t_in_parentheses": "se",48 "sample_subset": "Uganda LSMS 2010 renter households; OLS with district fixed effects (not reported)"49 },50 {51 "model_id": "T2-c2",52 "table": "2",53 "column": "2",54 "page": 11,55 "dep_var": "natural log of monthly house rent (USD), renter households",56 "dep_transform": "log",57 "estimator": "other",58 "n_obs": 242,59 "r2": null,60 "se_or_t_in_parentheses": "none",61 "sample_subset": "Uganda LSMS 2010 renter households; Ridge with district fixed effects (not reported); penalised regression (Ridge), no standard errors reported"62 },63 {64 "model_id": "T2-c3",65 "table": "2",66 "column": "3",67 "page": 11,68 "dep_var": "natural log of monthly house rent (USD), renter households",69 "dep_transform": "log",70 "estimator": "other",71 "n_obs": 242,72 "r2": null,73 "se_or_t_in_parentheses": "none",74 "sample_subset": "Uganda LSMS 2010 renter households; LASSO with district fixed effects (not reported); penalised regression (LASSO), no standard errors reported"75 },76 {77 "model_id": "T2-c4",78 "table": "2",79 "column": "4",80 "page": 11,81 "dep_var": "natural log of monthly house rent (USD), renter households",82 "dep_transform": "log",83 "estimator": "OLS",84 "n_obs": 263,85 "r2": 0.41,86 "se_or_t_in_parentheses": "se",87 "sample_subset": "Uganda LSMS 2012 renter households; OLS with district fixed effects (not reported)"88 },89 {90 "model_id": "T2-c5",91 "table": "2",92 "column": "5",93 "page": 11,94 "dep_var": "natural log of monthly house rent (USD), renter households",95 "dep_transform": "log",96 "estimator": "other",97 "n_obs": 263,98 "r2": null,99 "se_or_t_in_parentheses": "none",100 "sample_subset": "Uganda LSMS 2012 renter households; Ridge with district fixed effects (not reported); penalised regression (Ridge), no standard errors reported"101 },102 {103 "model_id": "T2-c6",104 "table": "2",105 "column": "6",106 "page": 11,107 "dep_var": "natural log of monthly house rent (USD), renter households",108 "dep_transform": "log",109 "estimator": "other",110 "n_obs": 263,111 "r2": null,112 "se_or_t_in_parentheses": "none",113 "sample_subset": "Uganda LSMS 2012 renter households; LASSO with district fixed effects (not reported); penalised regression (LASSO), no standard errors reported"114 },115 {116 "model_id": "T3-c1",117 "table": "3",118 "column": "1",119 "page": 11,120 "dep_var": "natural log of monthly house rent (USD), renter households",121 "dep_transform": "log",122 "estimator": "OLS",123 "n_obs": 873,124 "r2": 0.75,125 "se_or_t_in_parentheses": "se",126 "sample_subset": "Tanzania LSMS 2014 renter households; OLS with district fixed effects (not reported)"127 },128 {129 "model_id": "T3-c2",130 "table": "3",131 "column": "2",132 "page": 11,133 "dep_var": "natural log of monthly house rent (USD), renter households",134 "dep_transform": "log",135 "estimator": "other",136 "n_obs": 873,137 "r2": null,138 "se_or_t_in_parentheses": "none",139 "sample_subset": "Tanzania LSMS 2014 renter households; Ridge with district fixed effects (not reported); penalised regression (Ridge), no standard errors reported"140 },141 {142 "model_id": "T3-c3",143 "table": "3",144 "column": "3",145 "page": 11,146 "dep_var": "natural log of monthly house rent (USD), renter households",147 "dep_transform": "log",148 "estimator": "other",149 "n_obs": 873,150 "r2": null,151 "se_or_t_in_parentheses": "none",152 "sample_subset": "Tanzania LSMS 2014 renter households; LASSO with district fixed effects (not reported); penalised regression (LASSO), no standard errors reported"153 },154 {155 "model_id": "T3-c4",156 "table": "3",157 "column": "4",158 "page": 11,159 "dep_var": "natural log of monthly house rent (USD), renter households",160 "dep_transform": "log",161 "estimator": "OLS",162 "n_obs": 1363,163 "r2": 0.58,164 "se_or_t_in_parentheses": "se",165 "sample_subset": "Tanzania LSMS 2016 renter households; OLS with district fixed effects (not reported)"166 },167 {168 "model_id": "T3-c5",169 "table": "3",170 "column": "5",171 "page": 11,172 "dep_var": "natural log of monthly house rent (USD), renter households",173 "dep_transform": "log",174 "estimator": "other",175 "n_obs": 1363,176 "r2": null,177 "se_or_t_in_parentheses": "none",178 "sample_subset": "Tanzania LSMS 2016 renter households; Ridge with district fixed effects (not reported); penalised regression (Ridge), no standard errors reported"179 },180 {181 "model_id": "T3-c6",182 "table": "3",183 "column": "6",184 "page": 11,185 "dep_var": "natural log of monthly house rent (USD), renter households",186 "dep_transform": "log",187 "estimator": "other",188 "n_obs": 1363,189 "r2": null,190 "se_or_t_in_parentheses": "none",191 "sample_subset": "Tanzania LSMS 2016 renter households; LASSO with district fixed effects (not reported); penalised regression (LASSO), no standard errors reported"192 },193 {194 "model_id": "T4-c1",195 "table": "4",196 "column": "1",197 "page": 12,198 "dep_var": "natural log of monthly house rent (USD), renter households",199 "dep_transform": "log",200 "estimator": "OLS",201 "n_obs": 662,202 "r2": 0.75,203 "se_or_t_in_parentheses": "se",204 "sample_subset": "Malawi LSMS 2014 renter households; OLS with district fixed effects (not reported)"205 },206 {207 "model_id": "T4-c2",208 "table": "4",209 "column": "2",210 "page": 12,211 "dep_var": "natural log of monthly house rent (USD), renter households",212 "dep_transform": "log",213 "estimator": "other",214 "n_obs": 662,215 "r2": null,216 "se_or_t_in_parentheses": "none",217 "sample_subset": "Malawi LSMS 2014 renter households; Ridge with district fixed effects (not reported); penalised regression (Ridge), no standard errors reported"218 },219 {220 "model_id": "T4-c3",221 "table": "4",222 "column": "3",223 "page": 12,224 "dep_var": "natural log of monthly house rent (USD), renter households",225 "dep_transform": "log",226 "estimator": "other",227 "n_obs": 662,228 "r2": null,229 "se_or_t_in_parentheses": "none",230 "sample_subset": "Malawi LSMS 2014 renter households; LASSO with district fixed effects (not reported); penalised regression (LASSO), no standard errors reported"231 },232 {233 "model_id": "T4-c4",234 "table": "4",235 "column": "4",236 "page": 12,237 "dep_var": "natural log of monthly house rent (USD), renter households",238 "dep_transform": "log",239 "estimator": "OLS",240 "n_obs": 1479,241 "r2": 0.65,242 "se_or_t_in_parentheses": "se",243 "sample_subset": "Malawi LSMS 2016 renter households; OLS with district fixed effects (not reported)"244 },245 {246 "model_id": "T4-c5",247 "table": "4",248 "column": "5",249 "page": 12,250 "dep_var": "natural log of monthly house rent (USD), renter households",251 "dep_transform": "log",252 "estimator": "other",253 "n_obs": 1479,254 "r2": null,255 "se_or_t_in_parentheses": "none",256 "sample_subset": "Malawi LSMS 2016 renter households; Ridge with district fixed effects (not reported); penalised regression (Ridge), no standard errors reported"257 },258 {259 "model_id": "T4-c6",260 "table": "4",261 "column": "6",262 "page": 12,263 "dep_var": "natural log of monthly house rent (USD), renter households",264 "dep_transform": "log",265 "estimator": "other",266 "n_obs": 1479,267 "r2": null,268 "se_or_t_in_parentheses": "none",269 "sample_subset": "Malawi LSMS 2016 renter households; LASSO with district fixed effects (not reported); penalised regression (LASSO), no standard errors reported"270 }271 ],272 "coefficients": [273 {274 "model_id": "T2-c1",275 "var_name_printed": "Dwelling",276 "taxonomy_id": "dwelling_type",277 "x_transform": "binary",278 "x_unit": "binary",279 "beta": 0.4,280 "se": 0.18,281 "t": null,282 "p": null,283 "p_stars": "",284 "ci_lo": null,285 "ci_hi": null,286 "page": 11,287 "confidence": "medium",288 "notes": "1 if the rented room is located within a house, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"289 },290 {291 "model_id": "T2-c1",292 "var_name_printed": "Roof",293 "taxonomy_id": "roof_materials",294 "x_transform": "binary",295 "x_unit": "binary",296 "beta": -0.38,297 "se": 0.33,298 "t": null,299 "p": null,300 "p_stars": "",301 "ci_lo": null,302 "ci_hi": null,303 "page": 11,304 "confidence": "medium",305 "notes": "1 if roof type is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"306 },307 {308 "model_id": "T2-c1",309 "var_name_printed": "Floor",310 "taxonomy_id": "flooring",311 "x_transform": "binary",312 "x_unit": "binary",313 "beta": 0.64,314 "se": 0.24,315 "t": null,316 "p": null,317 "p_stars": "",318 "ci_lo": null,319 "ci_hi": null,320 "page": 11,321 "confidence": "medium",322 "notes": "1 if floor is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"323 },324 {325 "model_id": "T2-c1",326 "var_name_printed": "External wall",327 "taxonomy_id": "roof_materials",328 "x_transform": "binary",329 "x_unit": "binary",330 "beta": 0.32,331 "se": 0.22,332 "t": null,333 "p": null,334 "p_stars": "",335 "ci_lo": null,336 "ci_hi": null,337 "page": 11,338 "confidence": "medium",339 "notes": "1 if external wall is in mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"340 },341 {342 "model_id": "T2-c1",343 "var_name_printed": "Number of rooms",344 "taxonomy_id": "bedrooms",345 "x_transform": "level",346 "x_unit": "count",347 "beta": 0.36,348 "se": 0.18,349 "t": null,350 "p": null,351 "p_stars": "",352 "ci_lo": null,353 "ci_hi": null,354 "page": 11,355 "confidence": "medium",356 "notes": "Number of rooms rented (total rooms, not bedrooms); parentheses not labelled in table, assumed standard errors (no stars printed)"357 },358 {359 "model_id": "T2-c1",360 "var_name_printed": "Electricity",361 "taxonomy_id": "other",362 "x_transform": "binary",363 "x_unit": "binary",364 "beta": 0.6,365 "se": 0.16,366 "t": null,367 "p": null,368 "p_stars": "",369 "ci_lo": null,370 "ci_hi": null,371 "page": 11,372 "confidence": "medium",373 "notes": "1 if the house has electricity; parentheses not labelled in table, assumed standard errors (no stars printed)"374 },375 {376 "model_id": "T2-c1",377 "var_name_printed": "Private tap water",378 "taxonomy_id": "other",379 "x_transform": "binary",380 "x_unit": "binary",381 "beta": 2.36,382 "se": 0.85,383 "t": null,384 "p": null,385 "p_stars": "",386 "ci_lo": null,387 "ci_hi": null,388 "page": 11,389 "confidence": "medium",390 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"391 },392 {393 "model_id": "T2-c1",394 "var_name_printed": "Public tap water",395 "taxonomy_id": "other",396 "x_transform": "binary",397 "x_unit": "binary",398 "beta": -0.15,399 "se": 0.41,400 "t": null,401 "p": null,402 "p_stars": "",403 "ci_lo": null,404 "ci_hi": null,405 "page": 11,406 "confidence": "medium",407 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"408 },409 {410 "model_id": "T2-c1",411 "var_name_printed": "Bore hole water",412 "taxonomy_id": "other",413 "x_transform": "binary",414 "x_unit": "binary",415 "beta": -0.13,416 "se": 0.3,417 "t": null,418 "p": null,419 "p_stars": "",420 "ci_lo": null,421 "ci_hi": null,422 "page": 11,423 "confidence": "medium",424 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"425 },426 {427 "model_id": "T2-c1",428 "var_name_printed": "Protected well water",429 "taxonomy_id": "other",430 "x_transform": "binary",431 "x_unit": "binary",432 "beta": 0.02,433 "se": 0.39,434 "t": null,435 "p": null,436 "p_stars": "",437 "ci_lo": null,438 "ci_hi": null,439 "page": 11,440 "confidence": "medium",441 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"442 },443 {444 "model_id": "T2-c1",445 "var_name_printed": "Unprotected water",446 "taxonomy_id": "other",447 "x_transform": "binary",448 "x_unit": "binary",449 "beta": -0.04,450 "se": 0.33,451 "t": null,452 "p": null,453 "p_stars": "",454 "ci_lo": null,455 "ci_hi": null,456 "page": 11,457 "confidence": "medium",458 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"459 },460 {461 "model_id": "T2-c1",462 "var_name_printed": "Covered private toilet",463 "taxonomy_id": "other",464 "x_transform": "binary",465 "x_unit": "binary",466 "beta": 0.42,467 "se": 0.79,468 "t": null,469 "p": null,470 "p_stars": "",471 "ci_lo": null,472 "ci_hi": null,473 "page": 11,474 "confidence": "medium",475 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"476 },477 {478 "model_id": "T2-c1",479 "var_name_printed": "Cover shared toilet",480 "taxonomy_id": "other",481 "x_transform": "binary",482 "x_unit": "binary",483 "beta": 0.53,484 "se": 0.75,485 "t": null,486 "p": null,487 "p_stars": "",488 "ci_lo": null,489 "ci_hi": null,490 "page": 11,491 "confidence": "medium",492 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"493 },494 {495 "model_id": "T2-c1",496 "var_name_printed": "VIP latrine toilet",497 "taxonomy_id": "other",498 "x_transform": "binary",499 "x_unit": "binary",500 "beta": 0.22,501 "se": 1.01,502 "t": null,503 "p": null,504 "p_stars": "",505 "ci_lo": null,506 "ci_hi": null,507 "page": 11,508 "confidence": "medium",509 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"510 },511 {512 "model_id": "T2-c1",513 "var_name_printed": "Flush toilet",514 "taxonomy_id": "other",515 "x_transform": "binary",516 "x_unit": "binary",517 "beta": 0.62,518 "se": 0.75,519 "t": null,520 "p": null,521 "p_stars": "",522 "ci_lo": null,523 "ci_hi": null,524 "page": 11,525 "confidence": "medium",526 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"527 },528 {529 "model_id": "T2-c2",530 "var_name_printed": "Dwelling",531 "taxonomy_id": "dwelling_type",532 "x_transform": "binary",533 "x_unit": "binary",534 "beta": 0.16,535 "se": null,536 "t": null,537 "p": null,538 "p_stars": "",539 "ci_lo": null,540 "ci_hi": null,541 "page": 11,542 "confidence": "medium",543 "notes": "1 if the rented room is located within a house, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"544 },545 {546 "model_id": "T2-c2",547 "var_name_printed": "Roof",548 "taxonomy_id": "roof_materials",549 "x_transform": "binary",550 "x_unit": "binary",551 "beta": 0.01,552 "se": null,553 "t": null,554 "p": null,555 "p_stars": "",556 "ci_lo": null,557 "ci_hi": null,558 "page": 11,559 "confidence": "medium",560 "notes": "1 if roof type is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"561 },562 {563 "model_id": "T2-c2",564 "var_name_printed": "Floor",565 "taxonomy_id": "flooring",566 "x_transform": "binary",567 "x_unit": "binary",568 "beta": 0.28,569 "se": null,570 "t": null,571 "p": null,572 "p_stars": "",573 "ci_lo": null,574 "ci_hi": null,575 "page": 11,576 "confidence": "medium",577 "notes": "1 if floor is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"578 },579 {580 "model_id": "T2-c2",581 "var_name_printed": "External wall",582 "taxonomy_id": "roof_materials",583 "x_transform": "binary",584 "x_unit": "binary",585 "beta": 0.28,586 "se": null,587 "t": null,588 "p": null,589 "p_stars": "",590 "ci_lo": null,591 "ci_hi": null,592 "page": 11,593 "confidence": "medium",594 "notes": "1 if external wall is in mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"595 },596 {597 "model_id": "T2-c2",598 "var_name_printed": "Number of rooms",599 "taxonomy_id": "bedrooms",600 "x_transform": "level",601 "x_unit": "count",602 "beta": 0.22,603 "se": null,604 "t": null,605 "p": null,606 "p_stars": "",607 "ci_lo": null,608 "ci_hi": null,609 "page": 11,610 "confidence": "medium",611 "notes": "Number of rooms rented (total rooms, not bedrooms); Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"612 },613 {614 "model_id": "T2-c2",615 "var_name_printed": "Electricity",616 "taxonomy_id": "other",617 "x_transform": "binary",618 "x_unit": "binary",619 "beta": 0.38,620 "se": null,621 "t": null,622 "p": null,623 "p_stars": "",624 "ci_lo": null,625 "ci_hi": null,626 "page": 11,627 "confidence": "medium",628 "notes": "1 if the house has electricity; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"629 },630 {631 "model_id": "T2-c2",632 "var_name_printed": "Private tap water",633 "taxonomy_id": "other",634 "x_transform": "binary",635 "x_unit": "binary",636 "beta": 0.94,637 "se": null,638 "t": null,639 "p": null,640 "p_stars": "",641 "ci_lo": null,642 "ci_hi": null,643 "page": 11,644 "confidence": "medium",645 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"646 },647 {648 "model_id": "T2-c2",649 "var_name_printed": "Public tap water",650 "taxonomy_id": "other",651 "x_transform": "binary",652 "x_unit": "binary",653 "beta": 0.22,654 "se": null,655 "t": null,656 "p": null,657 "p_stars": "",658 "ci_lo": null,659 "ci_hi": null,660 "page": 11,661 "confidence": "medium",662 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"663 },664 {665 "model_id": "T2-c2",666 "var_name_printed": "Bore hole water",667 "taxonomy_id": "other",668 "x_transform": "binary",669 "x_unit": "binary",670 "beta": 0.04,671 "se": null,672 "t": null,673 "p": null,674 "p_stars": "",675 "ci_lo": null,676 "ci_hi": null,677 "page": 11,678 "confidence": "medium",679 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"680 },681 {682 "model_id": "T2-c2",683 "var_name_printed": "Protected well water",684 "taxonomy_id": "other",685 "x_transform": "binary",686 "x_unit": "binary",687 "beta": -0.05,688 "se": null,689 "t": null,690 "p": null,691 "p_stars": "",692 "ci_lo": null,693 "ci_hi": null,694 "page": 11,695 "confidence": "medium",696 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"697 },698 {699 "model_id": "T2-c2",700 "var_name_printed": "Unprotected water",701 "taxonomy_id": "other",702 "x_transform": "binary",703 "x_unit": "binary",704 "beta": -0.01,705 "se": null,706 "t": null,707 "p": null,708 "p_stars": "",709 "ci_lo": null,710 "ci_hi": null,711 "page": 11,712 "confidence": "medium",713 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"714 },715 {716 "model_id": "T2-c2",717 "var_name_printed": "Covered private toilet",718 "taxonomy_id": "other",719 "x_transform": "binary",720 "x_unit": "binary",721 "beta": -0.13,722 "se": null,723 "t": null,724 "p": null,725 "p_stars": "",726 "ci_lo": null,727 "ci_hi": null,728 "page": 11,729 "confidence": "medium",730 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"731 },732 {733 "model_id": "T2-c2",734 "var_name_printed": "Cover shared toilet",735 "taxonomy_id": "other",736 "x_transform": "binary",737 "x_unit": "binary",738 "beta": -0.02,739 "se": null,740 "t": null,741 "p": null,742 "p_stars": "",743 "ci_lo": null,744 "ci_hi": null,745 "page": 11,746 "confidence": "medium",747 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"748 },749 {750 "model_id": "T2-c2",751 "var_name_printed": "VIP latrine toilet",752 "taxonomy_id": "other",753 "x_transform": "binary",754 "x_unit": "binary",755 "beta": 0.09,756 "se": null,757 "t": null,758 "p": null,759 "p_stars": "",760 "ci_lo": null,761 "ci_hi": null,762 "page": 11,763 "confidence": "medium",764 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"765 },766 {767 "model_id": "T2-c2",768 "var_name_printed": "Flush toilet",769 "taxonomy_id": "other",770 "x_transform": "binary",771 "x_unit": "binary",772 "beta": 0.06,773 "se": null,774 "t": null,775 "p": null,776 "p_stars": "",777 "ci_lo": null,778 "ci_hi": null,779 "page": 11,780 "confidence": "medium",781 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"782 },783 {784 "model_id": "T2-c3",785 "var_name_printed": "Dwelling",786 "taxonomy_id": "dwelling_type",787 "x_transform": "binary",788 "x_unit": "binary",789 "beta": 0.11,790 "se": null,791 "t": null,792 "p": null,793 "p_stars": "",794 "ci_lo": null,795 "ci_hi": null,796 "page": 11,797 "confidence": "medium",798 "notes": "1 if the rented room is located within a house, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"799 },800 {801 "model_id": "T2-c3",802 "var_name_printed": "Floor",803 "taxonomy_id": "flooring",804 "x_transform": "binary",805 "x_unit": "binary",806 "beta": 0.29,807 "se": null,808 "t": null,809 "p": null,810 "p_stars": "",811 "ci_lo": null,812 "ci_hi": null,813 "page": 11,814 "confidence": "medium",815 "notes": "1 if floor is mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"816 },817 {818 "model_id": "T2-c3",819 "var_name_printed": "External wall",820 "taxonomy_id": "roof_materials",821 "x_transform": "binary",822 "x_unit": "binary",823 "beta": 0.29,824 "se": null,825 "t": null,826 "p": null,827 "p_stars": "",828 "ci_lo": null,829 "ci_hi": null,830 "page": 11,831 "confidence": "medium",832 "notes": "1 if external wall is in mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"833 },834 {835 "model_id": "T2-c3",836 "var_name_printed": "Number of rooms",837 "taxonomy_id": "bedrooms",838 "x_transform": "level",839 "x_unit": "count",840 "beta": 0.12,841 "se": null,842 "t": null,843 "p": null,844 "p_stars": "",845 "ci_lo": null,846 "ci_hi": null,847 "page": 11,848 "confidence": "medium",849 "notes": "Number of rooms rented (total rooms, not bedrooms); LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"850 },851 {852 "model_id": "T2-c3",853 "var_name_printed": "Electricity",854 "taxonomy_id": "other",855 "x_transform": "binary",856 "x_unit": "binary",857 "beta": 0.49,858 "se": null,859 "t": null,860 "p": null,861 "p_stars": "",862 "ci_lo": null,863 "ci_hi": null,864 "page": 11,865 "confidence": "medium",866 "notes": "1 if the house has electricity; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"867 },868 {869 "model_id": "T2-c3",870 "var_name_printed": "Private tap water",871 "taxonomy_id": "other",872 "x_transform": "binary",873 "x_unit": "binary",874 "beta": 1.15,875 "se": null,876 "t": null,877 "p": null,878 "p_stars": "",879 "ci_lo": null,880 "ci_hi": null,881 "page": 11,882 "confidence": "medium",883 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"884 },885 {886 "model_id": "T2-c4",887 "var_name_printed": "Dwelling",888 "taxonomy_id": "dwelling_type",889 "x_transform": "binary",890 "x_unit": "binary",891 "beta": 0.22,892 "se": 0.14,893 "t": null,894 "p": null,895 "p_stars": "",896 "ci_lo": null,897 "ci_hi": null,898 "page": 11,899 "confidence": "medium",900 "notes": "1 if the rented room is located within a house, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"901 },902 {903 "model_id": "T2-c4",904 "var_name_printed": "Roof",905 "taxonomy_id": "roof_materials",906 "x_transform": "binary",907 "x_unit": "binary",908 "beta": 0.23,909 "se": 0.73,910 "t": null,911 "p": null,912 "p_stars": "",913 "ci_lo": null,914 "ci_hi": null,915 "page": 11,916 "confidence": "medium",917 "notes": "1 if roof type is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"918 },919 {920 "model_id": "T2-c4",921 "var_name_printed": "Floor",922 "taxonomy_id": "flooring",923 "x_transform": "binary",924 "x_unit": "binary",925 "beta": 0.01,926 "se": 0.09,927 "t": null,928 "p": null,929 "p_stars": "",930 "ci_lo": null,931 "ci_hi": null,932 "page": 11,933 "confidence": "medium",934 "notes": "1 if floor is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"935 },936 {937 "model_id": "T2-c4",938 "var_name_printed": "External wall",939 "taxonomy_id": "roof_materials",940 "x_transform": "binary",941 "x_unit": "binary",942 "beta": 0.4,943 "se": 0.18,944 "t": null,945 "p": null,946 "p_stars": "",947 "ci_lo": null,948 "ci_hi": null,949 "page": 11,950 "confidence": "medium",951 "notes": "1 if external wall is in mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"952 },953 {954 "model_id": "T2-c4",955 "var_name_printed": "Number of rooms",956 "taxonomy_id": "bedrooms",957 "x_transform": "level",958 "x_unit": "count",959 "beta": 6.43,960 "se": 2.34,961 "t": null,962 "p": null,963 "p_stars": "",964 "ci_lo": null,965 "ci_hi": null,966 "page": 11,967 "confidence": "medium",968 "notes": "Number of rooms rented (total rooms, not bedrooms); parentheses not labelled in table, assumed standard errors (no stars printed)"969 },970 {971 "model_id": "T2-c4",972 "var_name_printed": "Electricity",973 "taxonomy_id": "other",974 "x_transform": "binary",975 "x_unit": "binary",976 "beta": 0.5,977 "se": 0.11,978 "t": null,979 "p": null,980 "p_stars": "",981 "ci_lo": null,982 "ci_hi": null,983 "page": 11,984 "confidence": "medium",985 "notes": "1 if the house has electricity; parentheses not labelled in table, assumed standard errors (no stars printed)"986 },987 {988 "model_id": "T2-c4",989 "var_name_printed": "Private tap water",990 "taxonomy_id": "other",991 "x_transform": "binary",992 "x_unit": "binary",993 "beta": 0.29,994 "se": 0.3,995 "t": null,996 "p": null,997 "p_stars": "",998 "ci_lo": null,999 "ci_hi": null,1000 "page": 11,1001 "confidence": "medium",1002 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1003 },1004 {1005 "model_id": "T2-c4",1006 "var_name_printed": "Public tap water",1007 "taxonomy_id": "other",1008 "x_transform": "binary",1009 "x_unit": "binary",1010 "beta": 0.05,1011 "se": 0.24,1012 "t": null,1013 "p": null,1014 "p_stars": "",1015 "ci_lo": null,1016 "ci_hi": null,1017 "page": 11,1018 "confidence": "medium",1019 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1020 },1021 {1022 "model_id": "T2-c4",1023 "var_name_printed": "Bore hole water",1024 "taxonomy_id": "other",1025 "x_transform": "binary",1026 "x_unit": "binary",1027 "beta": -0.58,1028 "se": 0.33,1029 "t": null,1030 "p": null,1031 "p_stars": "",1032 "ci_lo": null,1033 "ci_hi": null,1034 "page": 11,1035 "confidence": "medium",1036 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1037 },1038 {1039 "model_id": "T2-c4",1040 "var_name_printed": "Protected well water",1041 "taxonomy_id": "other",1042 "x_transform": "binary",1043 "x_unit": "binary",1044 "beta": 0.25,1045 "se": 0.26,1046 "t": null,1047 "p": null,1048 "p_stars": "",1049 "ci_lo": null,1050 "ci_hi": null,1051 "page": 11,1052 "confidence": "medium",1053 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1054 },1055 {1056 "model_id": "T2-c4",1057 "var_name_printed": "Unprotected water",1058 "taxonomy_id": "other",1059 "x_transform": "binary",1060 "x_unit": "binary",1061 "beta": -0.87,1062 "se": 0.36,1063 "t": null,1064 "p": null,1065 "p_stars": "",1066 "ci_lo": null,1067 "ci_hi": null,1068 "page": 11,1069 "confidence": "medium",1070 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1071 },1072 {1073 "model_id": "T2-c4",1074 "var_name_printed": "Covered private toilet",1075 "taxonomy_id": "other",1076 "x_transform": "binary",1077 "x_unit": "binary",1078 "beta": 0.63,1079 "se": 0.32,1080 "t": null,1081 "p": null,1082 "p_stars": "",1083 "ci_lo": null,1084 "ci_hi": null,1085 "page": 11,1086 "confidence": "medium",1087 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1088 },1089 {1090 "model_id": "T2-c4",1091 "var_name_printed": "Cover shared toilet",1092 "taxonomy_id": "other",1093 "x_transform": "binary",1094 "x_unit": "binary",1095 "beta": 0.4,1096 "se": 0.28,1097 "t": null,1098 "p": null,1099 "p_stars": "",1100 "ci_lo": null,1101 "ci_hi": null,1102 "page": 11,1103 "confidence": "medium",1104 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1105 },1106 {1107 "model_id": "T2-c4",1108 "var_name_printed": "VIP latrine toilet",1109 "taxonomy_id": "other",1110 "x_transform": "binary",1111 "x_unit": "binary",1112 "beta": -0.14,1113 "se": 0.45,1114 "t": null,1115 "p": null,1116 "p_stars": "",1117 "ci_lo": null,1118 "ci_hi": null,1119 "page": 11,1120 "confidence": "medium",1121 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1122 },1123 {1124 "model_id": "T2-c4",1125 "var_name_printed": "Flush toilet",1126 "taxonomy_id": "other",1127 "x_transform": "binary",1128 "x_unit": "binary",1129 "beta": 1.29,1130 "se": 0.49,1131 "t": null,1132 "p": null,1133 "p_stars": "",1134 "ci_lo": null,1135 "ci_hi": null,1136 "page": 11,1137 "confidence": "medium",1138 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1139 },1140 {1141 "model_id": "T2-c5",1142 "var_name_printed": "Dwelling",1143 "taxonomy_id": "dwelling_type",1144 "x_transform": "binary",1145 "x_unit": "binary",1146 "beta": 0.08,1147 "se": null,1148 "t": null,1149 "p": null,1150 "p_stars": "",1151 "ci_lo": null,1152 "ci_hi": null,1153 "page": 11,1154 "confidence": "medium",1155 "notes": "1 if the rented room is located within a house, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1156 },1157 {1158 "model_id": "T2-c5",1159 "var_name_printed": "Roof",1160 "taxonomy_id": "roof_materials",1161 "x_transform": "binary",1162 "x_unit": "binary",1163 "beta": -0.27,1164 "se": null,1165 "t": null,1166 "p": null,1167 "p_stars": "",1168 "ci_lo": null,1169 "ci_hi": null,1170 "page": 11,1171 "confidence": "medium",1172 "notes": "1 if roof type is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1173 },1174 {1175 "model_id": "T2-c5",1176 "var_name_printed": "Floor",1177 "taxonomy_id": "flooring",1178 "x_transform": "binary",1179 "x_unit": "binary",1180 "beta": -0.08,1181 "se": null,1182 "t": null,1183 "p": null,1184 "p_stars": "",1185 "ci_lo": null,1186 "ci_hi": null,1187 "page": 11,1188 "confidence": "medium",1189 "notes": "1 if floor is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1190 },1191 {1192 "model_id": "T2-c5",1193 "var_name_printed": "External wall",1194 "taxonomy_id": "roof_materials",1195 "x_transform": "binary",1196 "x_unit": "binary",1197 "beta": 0.29,1198 "se": null,1199 "t": null,1200 "p": null,1201 "p_stars": "",1202 "ci_lo": null,1203 "ci_hi": null,1204 "page": 11,1205 "confidence": "medium",1206 "notes": "1 if external wall is in mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1207 },1208 {1209 "model_id": "T2-c5",1210 "var_name_printed": "Number of rooms",1211 "taxonomy_id": "bedrooms",1212 "x_transform": "level",1213 "x_unit": "count",1214 "beta": 0.39,1215 "se": null,1216 "t": null,1217 "p": null,1218 "p_stars": "",1219 "ci_lo": null,1220 "ci_hi": null,1221 "page": 11,1222 "confidence": "medium",1223 "notes": "Number of rooms rented (total rooms, not bedrooms); Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1224 },1225 {1226 "model_id": "T2-c5",1227 "var_name_printed": "Electricity",1228 "taxonomy_id": "other",1229 "x_transform": "binary",1230 "x_unit": "binary",1231 "beta": 0.42,1232 "se": null,1233 "t": null,1234 "p": null,1235 "p_stars": "",1236 "ci_lo": null,1237 "ci_hi": null,1238 "page": 11,1239 "confidence": "medium",1240 "notes": "1 if the house has electricity; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1241 },1242 {1243 "model_id": "T2-c5",1244 "var_name_printed": "Private tap water",1245 "taxonomy_id": "other",1246 "x_transform": "binary",1247 "x_unit": "binary",1248 "beta": 0.31,1249 "se": null,1250 "t": null,1251 "p": null,1252 "p_stars": "",1253 "ci_lo": null,1254 "ci_hi": null,1255 "page": 11,1256 "confidence": "medium",1257 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1258 },1259 {1260 "model_id": "T2-c5",1261 "var_name_printed": "Public tap water",1262 "taxonomy_id": "other",1263 "x_transform": "binary",1264 "x_unit": "binary",1265 "beta": 0.07,1266 "se": null,1267 "t": null,1268 "p": null,1269 "p_stars": "",1270 "ci_lo": null,1271 "ci_hi": null,1272 "page": 11,1273 "confidence": "medium",1274 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1275 },1276 {1277 "model_id": "T2-c5",1278 "var_name_printed": "Bore hole water",1279 "taxonomy_id": "other",1280 "x_transform": "binary",1281 "x_unit": "binary",1282 "beta": -0.42,1283 "se": null,1284 "t": null,1285 "p": null,1286 "p_stars": "",1287 "ci_lo": null,1288 "ci_hi": null,1289 "page": 11,1290 "confidence": "medium",1291 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1292 },1293 {1294 "model_id": "T2-c5",1295 "var_name_printed": "Protected well water",1296 "taxonomy_id": "other",1297 "x_transform": "binary",1298 "x_unit": "binary",1299 "beta": 0.2,1300 "se": null,1301 "t": null,1302 "p": null,1303 "p_stars": "",1304 "ci_lo": null,1305 "ci_hi": null,1306 "page": 11,1307 "confidence": "medium",1308 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1309 },1310 {1311 "model_id": "T2-c5",1312 "var_name_printed": "Unprotected water",1313 "taxonomy_id": "other",1314 "x_transform": "binary",1315 "x_unit": "binary",1316 "beta": -0.54,1317 "se": null,1318 "t": null,1319 "p": null,1320 "p_stars": "",1321 "ci_lo": null,1322 "ci_hi": null,1323 "page": 11,1324 "confidence": "medium",1325 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1326 },1327 {1328 "model_id": "T2-c5",1329 "var_name_printed": "Covered private toilet",1330 "taxonomy_id": "other",1331 "x_transform": "binary",1332 "x_unit": "binary",1333 "beta": 0.17,1334 "se": null,1335 "t": null,1336 "p": null,1337 "p_stars": "",1338 "ci_lo": null,1339 "ci_hi": null,1340 "page": 11,1341 "confidence": "medium",1342 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1343 },1344 {1345 "model_id": "T2-c5",1346 "var_name_printed": "Cover shared toilet",1347 "taxonomy_id": "other",1348 "x_transform": "binary",1349 "x_unit": "binary",1350 "beta": 0.02,1351 "se": null,1352 "t": null,1353 "p": null,1354 "p_stars": "",1355 "ci_lo": null,1356 "ci_hi": null,1357 "page": 11,1358 "confidence": "medium",1359 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1360 },1361 {1362 "model_id": "T2-c5",1363 "var_name_printed": "VIP latrine toilet",1364 "taxonomy_id": "other",1365 "x_transform": "binary",1366 "x_unit": "binary",1367 "beta": -0.34,1368 "se": null,1369 "t": null,1370 "p": null,1371 "p_stars": "",1372 "ci_lo": null,1373 "ci_hi": null,1374 "page": 11,1375 "confidence": "medium",1376 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1377 },1378 {1379 "model_id": "T2-c5",1380 "var_name_printed": "Flush toilet",1381 "taxonomy_id": "other",1382 "x_transform": "binary",1383 "x_unit": "binary",1384 "beta": 0.86,1385 "se": null,1386 "t": null,1387 "p": null,1388 "p_stars": "",1389 "ci_lo": null,1390 "ci_hi": null,1391 "page": 11,1392 "confidence": "medium",1393 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1394 },1395 {1396 "model_id": "T2-c6",1397 "var_name_printed": "Dwelling",1398 "taxonomy_id": "dwelling_type",1399 "x_transform": "binary",1400 "x_unit": "binary",1401 "beta": 0.13,1402 "se": null,1403 "t": null,1404 "p": null,1405 "p_stars": "",1406 "ci_lo": null,1407 "ci_hi": null,1408 "page": 11,1409 "confidence": "medium",1410 "notes": "1 if the rented room is located within a house, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1411 },1412 {1413 "model_id": "T2-c6",1414 "var_name_printed": "Roof",1415 "taxonomy_id": "roof_materials",1416 "x_transform": "binary",1417 "x_unit": "binary",1418 "beta": -0.09,1419 "se": null,1420 "t": null,1421 "p": null,1422 "p_stars": "",1423 "ci_lo": null,1424 "ci_hi": null,1425 "page": 11,1426 "confidence": "medium",1427 "notes": "1 if roof type is mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1428 },1429 {1430 "model_id": "T2-c6",1431 "var_name_printed": "External wall",1432 "taxonomy_id": "roof_materials",1433 "x_transform": "binary",1434 "x_unit": "binary",1435 "beta": 0.37,1436 "se": null,1437 "t": null,1438 "p": null,1439 "p_stars": "",1440 "ci_lo": null,1441 "ci_hi": null,1442 "page": 11,1443 "confidence": "medium",1444 "notes": "1 if external wall is in mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1445 },1446 {1447 "model_id": "T2-c6",1448 "var_name_printed": "Number of rooms",1449 "taxonomy_id": "bedrooms",1450 "x_transform": "level",1451 "x_unit": "count",1452 "beta": 0.53,1453 "se": null,1454 "t": null,1455 "p": null,1456 "p_stars": "",1457 "ci_lo": null,1458 "ci_hi": null,1459 "page": 11,1460 "confidence": "medium",1461 "notes": "Number of rooms rented (total rooms, not bedrooms); LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1462 },1463 {1464 "model_id": "T2-c6",1465 "var_name_printed": "Electricity",1466 "taxonomy_id": "other",1467 "x_transform": "binary",1468 "x_unit": "binary",1469 "beta": 0.49,1470 "se": null,1471 "t": null,1472 "p": null,1473 "p_stars": "",1474 "ci_lo": null,1475 "ci_hi": null,1476 "page": 11,1477 "confidence": "medium",1478 "notes": "1 if the house has electricity; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1479 },1480 {1481 "model_id": "T2-c6",1482 "var_name_printed": "Private tap water",1483 "taxonomy_id": "other",1484 "x_transform": "binary",1485 "x_unit": "binary",1486 "beta": 0.2,1487 "se": null,1488 "t": null,1489 "p": null,1490 "p_stars": "",1491 "ci_lo": null,1492 "ci_hi": null,1493 "page": 11,1494 "confidence": "medium",1495 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1496 },1497 {1498 "model_id": "T2-c6",1499 "var_name_printed": "Bore hole water",1500 "taxonomy_id": "other",1501 "x_transform": "binary",1502 "x_unit": "binary",1503 "beta": -0.56,1504 "se": null,1505 "t": null,1506 "p": null,1507 "p_stars": "",1508 "ci_lo": null,1509 "ci_hi": null,1510 "page": 11,1511 "confidence": "medium",1512 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1513 },1514 {1515 "model_id": "T2-c6",1516 "var_name_printed": "Protected well water",1517 "taxonomy_id": "other",1518 "x_transform": "binary",1519 "x_unit": "binary",1520 "beta": 0.13,1521 "se": null,1522 "t": null,1523 "p": null,1524 "p_stars": "",1525 "ci_lo": null,1526 "ci_hi": null,1527 "page": 11,1528 "confidence": "medium",1529 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1530 },1531 {1532 "model_id": "T2-c6",1533 "var_name_printed": "Unprotected water",1534 "taxonomy_id": "other",1535 "x_transform": "binary",1536 "x_unit": "binary",1537 "beta": -0.74,1538 "se": null,1539 "t": null,1540 "p": null,1541 "p_stars": "",1542 "ci_lo": null,1543 "ci_hi": null,1544 "page": 11,1545 "confidence": "medium",1546 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1547 },1548 {1549 "model_id": "T2-c6",1550 "var_name_printed": "Covered private toilet",1551 "taxonomy_id": "other",1552 "x_transform": "binary",1553 "x_unit": "binary",1554 "beta": 0.21,1555 "se": null,1556 "t": null,1557 "p": null,1558 "p_stars": "",1559 "ci_lo": null,1560 "ci_hi": null,1561 "page": 11,1562 "confidence": "medium",1563 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1564 },1565 {1566 "model_id": "T2-c6",1567 "var_name_printed": "Cover shared toilet",1568 "taxonomy_id": "other",1569 "x_transform": "binary",1570 "x_unit": "binary",1571 "beta": 0.04,1572 "se": null,1573 "t": null,1574 "p": null,1575 "p_stars": "",1576 "ci_lo": null,1577 "ci_hi": null,1578 "page": 11,1579 "confidence": "medium",1580 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1581 },1582 {1583 "model_id": "T2-c6",1584 "var_name_printed": "VIP latrine toilet",1585 "taxonomy_id": "other",1586 "x_transform": "binary",1587 "x_unit": "binary",1588 "beta": -0.38,1589 "se": null,1590 "t": null,1591 "p": null,1592 "p_stars": "",1593 "ci_lo": null,1594 "ci_hi": null,1595 "page": 11,1596 "confidence": "medium",1597 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1598 },1599 {1600 "model_id": "T2-c6",1601 "var_name_printed": "Flush toilet",1602 "taxonomy_id": "other",1603 "x_transform": "binary",1604 "x_unit": "binary",1605 "beta": 0.87,1606 "se": null,1607 "t": null,1608 "p": null,1609 "p_stars": "",1610 "ci_lo": null,1611 "ci_hi": null,1612 "page": 11,1613 "confidence": "medium",1614 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1615 },1616 {1617 "model_id": "T3-c1",1618 "var_name_printed": "Roof",1619 "taxonomy_id": "roof_materials",1620 "x_transform": "binary",1621 "x_unit": "binary",1622 "beta": -0.63,1623 "se": 0.11,1624 "t": null,1625 "p": null,1626 "p_stars": "",1627 "ci_lo": null,1628 "ci_hi": null,1629 "page": 11,1630 "confidence": "medium",1631 "notes": "1 if roof type is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"1632 },1633 {1634 "model_id": "T3-c1",1635 "var_name_printed": "Floor",1636 "taxonomy_id": "flooring",1637 "x_transform": "binary",1638 "x_unit": "binary",1639 "beta": -0.16,1640 "se": 0.07,1641 "t": null,1642 "p": null,1643 "p_stars": "",1644 "ci_lo": null,1645 "ci_hi": null,1646 "page": 11,1647 "confidence": "medium",1648 "notes": "1 if floor is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"1649 },1650 {1651 "model_id": "T3-c1",1652 "var_name_printed": "External wall",1653 "taxonomy_id": "roof_materials",1654 "x_transform": "binary",1655 "x_unit": "binary",1656 "beta": 0.42,1657 "se": 0.05,1658 "t": null,1659 "p": null,1660 "p_stars": "",1661 "ci_lo": null,1662 "ci_hi": null,1663 "page": 11,1664 "confidence": "medium",1665 "notes": "1 if external wall is in mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"1666 },1667 {1668 "model_id": "T3-c1",1669 "var_name_printed": "Number of rooms",1670 "taxonomy_id": "bedrooms",1671 "x_transform": "level",1672 "x_unit": "count",1673 "beta": 0.66,1674 "se": 0.05,1675 "t": null,1676 "p": null,1677 "p_stars": "",1678 "ci_lo": null,1679 "ci_hi": null,1680 "page": 11,1681 "confidence": "medium",1682 "notes": "Number of rooms rented (total rooms, not bedrooms); parentheses not labelled in table, assumed standard errors (no stars printed)"1683 },1684 {1685 "model_id": "T3-c1",1686 "var_name_printed": "Electricity",1687 "taxonomy_id": "other",1688 "x_transform": "binary",1689 "x_unit": "binary",1690 "beta": 0.64,1691 "se": 0.05,1692 "t": null,1693 "p": null,1694 "p_stars": "",1695 "ci_lo": null,1696 "ci_hi": null,1697 "page": 11,1698 "confidence": "medium",1699 "notes": "1 if the house has electricity; parentheses not labelled in table, assumed standard errors (no stars printed)"1700 },1701 {1702 "model_id": "T3-c1",1703 "var_name_printed": "Private tap water",1704 "taxonomy_id": "other",1705 "x_transform": "binary",1706 "x_unit": "binary",1707 "beta": 0.15,1708 "se": 0.09,1709 "t": null,1710 "p": null,1711 "p_stars": "",1712 "ci_lo": null,1713 "ci_hi": null,1714 "page": 11,1715 "confidence": "medium",1716 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1717 },1718 {1719 "model_id": "T3-c1",1720 "var_name_printed": "Public tap water",1721 "taxonomy_id": "other",1722 "x_transform": "binary",1723 "x_unit": "binary",1724 "beta": -0.15,1725 "se": 0.11,1726 "t": null,1727 "p": null,1728 "p_stars": "",1729 "ci_lo": null,1730 "ci_hi": null,1731 "page": 11,1732 "confidence": "medium",1733 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1734 },1735 {1736 "model_id": "T3-c1",1737 "var_name_printed": "Protected well water",1738 "taxonomy_id": "other",1739 "x_transform": "binary",1740 "x_unit": "binary",1741 "beta": -0.27,1742 "se": 0.18,1743 "t": null,1744 "p": null,1745 "p_stars": "",1746 "ci_lo": null,1747 "ci_hi": null,1748 "page": 11,1749 "confidence": "medium",1750 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1751 },1752 {1753 "model_id": "T3-c1",1754 "var_name_printed": "Unprotected water",1755 "taxonomy_id": "other",1756 "x_transform": "binary",1757 "x_unit": "binary",1758 "beta": -0.15,1759 "se": 0.12,1760 "t": null,1761 "p": null,1762 "p_stars": "",1763 "ci_lo": null,1764 "ci_hi": null,1765 "page": 11,1766 "confidence": "medium",1767 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1768 },1769 {1770 "model_id": "T3-c1",1771 "var_name_printed": "VIP latrine toilet",1772 "taxonomy_id": "other",1773 "x_transform": "binary",1774 "x_unit": "binary",1775 "beta": -0.18,1776 "se": 0.11,1777 "t": null,1778 "p": null,1779 "p_stars": "",1780 "ci_lo": null,1781 "ci_hi": null,1782 "page": 11,1783 "confidence": "medium",1784 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1785 },1786 {1787 "model_id": "T3-c1",1788 "var_name_printed": "Flush toilet",1789 "taxonomy_id": "other",1790 "x_transform": "binary",1791 "x_unit": "binary",1792 "beta": 0.03,1793 "se": 0.11,1794 "t": null,1795 "p": null,1796 "p_stars": "",1797 "ci_lo": null,1798 "ci_hi": null,1799 "page": 11,1800 "confidence": "medium",1801 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1802 },1803 {1804 "model_id": "T3-c1",1805 "var_name_printed": "Pit latrine",1806 "taxonomy_id": "other",1807 "x_transform": "binary",1808 "x_unit": "binary",1809 "beta": 0.14,1810 "se": 0.1,1811 "t": null,1812 "p": null,1813 "p_stars": "",1814 "ci_lo": null,1815 "ci_hi": null,1816 "page": 11,1817 "confidence": "medium",1818 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1819 },1820 {1821 "model_id": "T3-c1",1822 "var_name_printed": "Private toilet",1823 "taxonomy_id": "other",1824 "x_transform": "binary",1825 "x_unit": "binary",1826 "beta": -0.16,1827 "se": 0.13,1828 "t": null,1829 "p": null,1830 "p_stars": "",1831 "ci_lo": null,1832 "ci_hi": null,1833 "page": 11,1834 "confidence": "medium",1835 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1836 },1837 {1838 "model_id": "T3-c1",1839 "var_name_printed": "Shared toilet",1840 "taxonomy_id": "other",1841 "x_transform": "binary",1842 "x_unit": "binary",1843 "beta": -0.31,1844 "se": 0.07,1845 "t": null,1846 "p": null,1847 "p_stars": "",1848 "ci_lo": null,1849 "ci_hi": null,1850 "page": 11,1851 "confidence": "medium",1852 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"1853 },1854 {1855 "model_id": "T3-c2",1856 "var_name_printed": "Roof",1857 "taxonomy_id": "roof_materials",1858 "x_transform": "binary",1859 "x_unit": "binary",1860 "beta": -0.53,1861 "se": null,1862 "t": null,1863 "p": null,1864 "p_stars": "",1865 "ci_lo": null,1866 "ci_hi": null,1867 "page": 11,1868 "confidence": "medium",1869 "notes": "1 if roof type is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1870 },1871 {1872 "model_id": "T3-c2",1873 "var_name_printed": "Floor",1874 "taxonomy_id": "flooring",1875 "x_transform": "binary",1876 "x_unit": "binary",1877 "beta": -0.21,1878 "se": null,1879 "t": null,1880 "p": null,1881 "p_stars": "",1882 "ci_lo": null,1883 "ci_hi": null,1884 "page": 11,1885 "confidence": "medium",1886 "notes": "1 if floor is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1887 },1888 {1889 "model_id": "T3-c2",1890 "var_name_printed": "External wall",1891 "taxonomy_id": "roof_materials",1892 "x_transform": "binary",1893 "x_unit": "binary",1894 "beta": 0.4,1895 "se": null,1896 "t": null,1897 "p": null,1898 "p_stars": "",1899 "ci_lo": null,1900 "ci_hi": null,1901 "page": 11,1902 "confidence": "medium",1903 "notes": "1 if external wall is in mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1904 },1905 {1906 "model_id": "T3-c2",1907 "var_name_printed": "Number of rooms",1908 "taxonomy_id": "bedrooms",1909 "x_transform": "level",1910 "x_unit": "count",1911 "beta": 0.6,1912 "se": null,1913 "t": null,1914 "p": null,1915 "p_stars": "",1916 "ci_lo": null,1917 "ci_hi": null,1918 "page": 11,1919 "confidence": "medium",1920 "notes": "Number of rooms rented (total rooms, not bedrooms); Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1921 },1922 {1923 "model_id": "T3-c2",1924 "var_name_printed": "Electricity",1925 "taxonomy_id": "other",1926 "x_transform": "binary",1927 "x_unit": "binary",1928 "beta": 0.62,1929 "se": null,1930 "t": null,1931 "p": null,1932 "p_stars": "",1933 "ci_lo": null,1934 "ci_hi": null,1935 "page": 11,1936 "confidence": "medium",1937 "notes": "1 if the house has electricity; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1938 },1939 {1940 "model_id": "T3-c2",1941 "var_name_printed": "Private tap water",1942 "taxonomy_id": "other",1943 "x_transform": "binary",1944 "x_unit": "binary",1945 "beta": 0.14,1946 "se": null,1947 "t": null,1948 "p": null,1949 "p_stars": "",1950 "ci_lo": null,1951 "ci_hi": null,1952 "page": 11,1953 "confidence": "medium",1954 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1955 },1956 {1957 "model_id": "T3-c2",1958 "var_name_printed": "Public tap water",1959 "taxonomy_id": "other",1960 "x_transform": "binary",1961 "x_unit": "binary",1962 "beta": -0.19,1963 "se": null,1964 "t": null,1965 "p": null,1966 "p_stars": "",1967 "ci_lo": null,1968 "ci_hi": null,1969 "page": 11,1970 "confidence": "medium",1971 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1972 },1973 {1974 "model_id": "T3-c2",1975 "var_name_printed": "Protected well water",1976 "taxonomy_id": "other",1977 "x_transform": "binary",1978 "x_unit": "binary",1979 "beta": -0.29,1980 "se": null,1981 "t": null,1982 "p": null,1983 "p_stars": "",1984 "ci_lo": null,1985 "ci_hi": null,1986 "page": 11,1987 "confidence": "medium",1988 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"1989 },1990 {1991 "model_id": "T3-c2",1992 "var_name_printed": "Unprotected water",1993 "taxonomy_id": "other",1994 "x_transform": "binary",1995 "x_unit": "binary",1996 "beta": -0.16,1997 "se": null,1998 "t": null,1999 "p": null,2000 "p_stars": "",2001 "ci_lo": null,2002 "ci_hi": null,2003 "page": 11,2004 "confidence": "medium",2005 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2006 },2007 {2008 "model_id": "T3-c2",2009 "var_name_printed": "VIP latrine toilet",2010 "taxonomy_id": "other",2011 "x_transform": "binary",2012 "x_unit": "binary",2013 "beta": -0.17,2014 "se": null,2015 "t": null,2016 "p": null,2017 "p_stars": "",2018 "ci_lo": null,2019 "ci_hi": null,2020 "page": 11,2021 "confidence": "medium",2022 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2023 },2024 {2025 "model_id": "T3-c2",2026 "var_name_printed": "Flush toilet",2027 "taxonomy_id": "other",2028 "x_transform": "binary",2029 "x_unit": "binary",2030 "beta": 0.05,2031 "se": null,2032 "t": null,2033 "p": null,2034 "p_stars": "",2035 "ci_lo": null,2036 "ci_hi": null,2037 "page": 11,2038 "confidence": "medium",2039 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2040 },2041 {2042 "model_id": "T3-c2",2043 "var_name_printed": "Pit latrine",2044 "taxonomy_id": "other",2045 "x_transform": "binary",2046 "x_unit": "binary",2047 "beta": 0.15,2048 "se": null,2049 "t": null,2050 "p": null,2051 "p_stars": "",2052 "ci_lo": null,2053 "ci_hi": null,2054 "page": 11,2055 "confidence": "medium",2056 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2057 },2058 {2059 "model_id": "T3-c2",2060 "var_name_printed": "Private toilet",2061 "taxonomy_id": "other",2062 "x_transform": "binary",2063 "x_unit": "binary",2064 "beta": -0.19,2065 "se": null,2066 "t": null,2067 "p": null,2068 "p_stars": "",2069 "ci_lo": null,2070 "ci_hi": null,2071 "page": 11,2072 "confidence": "medium",2073 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2074 },2075 {2076 "model_id": "T3-c2",2077 "var_name_printed": "Shared toilet",2078 "taxonomy_id": "other",2079 "x_transform": "binary",2080 "x_unit": "binary",2081 "beta": -0.3,2082 "se": null,2083 "t": null,2084 "p": null,2085 "p_stars": "",2086 "ci_lo": null,2087 "ci_hi": null,2088 "page": 11,2089 "confidence": "medium",2090 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2091 },2092 {2093 "model_id": "T3-c3",2094 "var_name_printed": "Roof",2095 "taxonomy_id": "roof_materials",2096 "x_transform": "binary",2097 "x_unit": "binary",2098 "beta": -0.52,2099 "se": null,2100 "t": null,2101 "p": null,2102 "p_stars": "",2103 "ci_lo": null,2104 "ci_hi": null,2105 "page": 11,2106 "confidence": "medium",2107 "notes": "1 if roof type is mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2108 },2109 {2110 "model_id": "T3-c3",2111 "var_name_printed": "Floor",2112 "taxonomy_id": "flooring",2113 "x_transform": "binary",2114 "x_unit": "binary",2115 "beta": -0.21,2116 "se": null,2117 "t": null,2118 "p": null,2119 "p_stars": "",2120 "ci_lo": null,2121 "ci_hi": null,2122 "page": 11,2123 "confidence": "medium",2124 "notes": "1 if floor is mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2125 },2126 {2127 "model_id": "T3-c3",2128 "var_name_printed": "External wall",2129 "taxonomy_id": "roof_materials",2130 "x_transform": "binary",2131 "x_unit": "binary",2132 "beta": 0.44,2133 "se": null,2134 "t": null,2135 "p": null,2136 "p_stars": "",2137 "ci_lo": null,2138 "ci_hi": null,2139 "page": 11,2140 "confidence": "medium",2141 "notes": "1 if external wall is in mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2142 },2143 {2144 "model_id": "T3-c3",2145 "var_name_printed": "Number of rooms",2146 "taxonomy_id": "bedrooms",2147 "x_transform": "level",2148 "x_unit": "count",2149 "beta": 0.61,2150 "se": null,2151 "t": null,2152 "p": null,2153 "p_stars": "",2154 "ci_lo": null,2155 "ci_hi": null,2156 "page": 11,2157 "confidence": "medium",2158 "notes": "Number of rooms rented (total rooms, not bedrooms); LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2159 },2160 {2161 "model_id": "T3-c3",2162 "var_name_printed": "Electricity",2163 "taxonomy_id": "other",2164 "x_transform": "binary",2165 "x_unit": "binary",2166 "beta": 0.7,2167 "se": null,2168 "t": null,2169 "p": null,2170 "p_stars": "",2171 "ci_lo": null,2172 "ci_hi": null,2173 "page": 11,2174 "confidence": "medium",2175 "notes": "1 if the house has electricity; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2176 },2177 {2178 "model_id": "T3-c3",2179 "var_name_printed": "Private tap water",2180 "taxonomy_id": "other",2181 "x_transform": "binary",2182 "x_unit": "binary",2183 "beta": 0.1,2184 "se": null,2185 "t": null,2186 "p": null,2187 "p_stars": "",2188 "ci_lo": null,2189 "ci_hi": null,2190 "page": 11,2191 "confidence": "medium",2192 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2193 },2194 {2195 "model_id": "T3-c3",2196 "var_name_printed": "Protected well water",2197 "taxonomy_id": "other",2198 "x_transform": "binary",2199 "x_unit": "binary",2200 "beta": -0.13,2201 "se": null,2202 "t": null,2203 "p": null,2204 "p_stars": "",2205 "ci_lo": null,2206 "ci_hi": null,2207 "page": 11,2208 "confidence": "medium",2209 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2210 },2211 {2212 "model_id": "T3-c3",2213 "var_name_printed": "Unprotected water",2214 "taxonomy_id": "other",2215 "x_transform": "binary",2216 "x_unit": "binary",2217 "beta": -0.05,2218 "se": null,2219 "t": null,2220 "p": null,2221 "p_stars": "",2222 "ci_lo": null,2223 "ci_hi": null,2224 "page": 11,2225 "confidence": "medium",2226 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2227 },2228 {2229 "model_id": "T3-c3",2230 "var_name_printed": "VIP latrine toilet",2231 "taxonomy_id": "other",2232 "x_transform": "binary",2233 "x_unit": "binary",2234 "beta": -0.04,2235 "se": null,2236 "t": null,2237 "p": null,2238 "p_stars": "",2239 "ci_lo": null,2240 "ci_hi": null,2241 "page": 11,2242 "confidence": "medium",2243 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2244 },2245 {2246 "model_id": "T3-c3",2247 "var_name_printed": "Flush toilet",2248 "taxonomy_id": "other",2249 "x_transform": "binary",2250 "x_unit": "binary",2251 "beta": 0.01,2252 "se": null,2253 "t": null,2254 "p": null,2255 "p_stars": "",2256 "ci_lo": null,2257 "ci_hi": null,2258 "page": 11,2259 "confidence": "medium",2260 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2261 },2262 {2263 "model_id": "T3-c3",2264 "var_name_printed": "Pit latrine",2265 "taxonomy_id": "other",2266 "x_transform": "binary",2267 "x_unit": "binary",2268 "beta": 0.1,2269 "se": null,2270 "t": null,2271 "p": null,2272 "p_stars": "",2273 "ci_lo": null,2274 "ci_hi": null,2275 "page": 11,2276 "confidence": "medium",2277 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2278 },2279 {2280 "model_id": "T3-c3",2281 "var_name_printed": "Private toilet",2282 "taxonomy_id": "other",2283 "x_transform": "binary",2284 "x_unit": "binary",2285 "beta": -0.07,2286 "se": null,2287 "t": null,2288 "p": null,2289 "p_stars": "",2290 "ci_lo": null,2291 "ci_hi": null,2292 "page": 11,2293 "confidence": "medium",2294 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2295 },2296 {2297 "model_id": "T3-c3",2298 "var_name_printed": "Shared toilet",2299 "taxonomy_id": "other",2300 "x_transform": "binary",2301 "x_unit": "binary",2302 "beta": -0.22,2303 "se": null,2304 "t": null,2305 "p": null,2306 "p_stars": "",2307 "ci_lo": null,2308 "ci_hi": null,2309 "page": 11,2310 "confidence": "medium",2311 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2312 },2313 {2314 "model_id": "T3-c4",2315 "var_name_printed": "Roof",2316 "taxonomy_id": "roof_materials",2317 "x_transform": "binary",2318 "x_unit": "binary",2319 "beta": -0.73,2320 "se": 0.14,2321 "t": null,2322 "p": null,2323 "p_stars": "",2324 "ci_lo": null,2325 "ci_hi": null,2326 "page": 11,2327 "confidence": "medium",2328 "notes": "1 if roof type is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"2329 },2330 {2331 "model_id": "T3-c4",2332 "var_name_printed": "Floor",2333 "taxonomy_id": "flooring",2334 "x_transform": "binary",2335 "x_unit": "binary",2336 "beta": -0.28,2337 "se": 0.08,2338 "t": null,2339 "p": null,2340 "p_stars": "",2341 "ci_lo": null,2342 "ci_hi": null,2343 "page": 11,2344 "confidence": "medium",2345 "notes": "1 if floor is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"2346 },2347 {2348 "model_id": "T3-c4",2349 "var_name_printed": "Number of rooms",2350 "taxonomy_id": "bedrooms",2351 "x_transform": "level",2352 "x_unit": "count",2353 "beta": 0.8,2354 "se": 0.05,2355 "t": null,2356 "p": null,2357 "p_stars": "",2358 "ci_lo": null,2359 "ci_hi": null,2360 "page": 11,2361 "confidence": "medium",2362 "notes": "Number of rooms rented (total rooms, not bedrooms); parentheses not labelled in table, assumed standard errors (no stars printed)"2363 },2364 {2365 "model_id": "T3-c4",2366 "var_name_printed": "Electricity",2367 "taxonomy_id": "other",2368 "x_transform": "binary",2369 "x_unit": "binary",2370 "beta": 0.54,2371 "se": 0.05,2372 "t": null,2373 "p": null,2374 "p_stars": "",2375 "ci_lo": null,2376 "ci_hi": null,2377 "page": 11,2378 "confidence": "medium",2379 "notes": "1 if the house has electricity; parentheses not labelled in table, assumed standard errors (no stars printed)"2380 },2381 {2382 "model_id": "T3-c4",2383 "var_name_printed": "Private tap water",2384 "taxonomy_id": "other",2385 "x_transform": "binary",2386 "x_unit": "binary",2387 "beta": 0.1,2388 "se": 0.05,2389 "t": null,2390 "p": null,2391 "p_stars": "",2392 "ci_lo": null,2393 "ci_hi": null,2394 "page": 11,2395 "confidence": "medium",2396 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"2397 },2398 {2399 "model_id": "T3-c4",2400 "var_name_printed": "Public tap water",2401 "taxonomy_id": "other",2402 "x_transform": "binary",2403 "x_unit": "binary",2404 "beta": 0.31,2405 "se": 0.09,2406 "t": null,2407 "p": null,2408 "p_stars": "",2409 "ci_lo": null,2410 "ci_hi": null,2411 "page": 11,2412 "confidence": "medium",2413 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"2414 },2415 {2416 "model_id": "T3-c4",2417 "var_name_printed": "Protected well water",2418 "taxonomy_id": "other",2419 "x_transform": "binary",2420 "x_unit": "binary",2421 "beta": -0.04,2422 "se": 0.12,2423 "t": null,2424 "p": null,2425 "p_stars": "",2426 "ci_lo": null,2427 "ci_hi": null,2428 "page": 11,2429 "confidence": "medium",2430 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"2431 },2432 {2433 "model_id": "T3-c4",2434 "var_name_printed": "VIP latrine toilet",2435 "taxonomy_id": "other",2436 "x_transform": "binary",2437 "x_unit": "binary",2438 "beta": 0.89,2439 "se": 0.24,2440 "t": null,2441 "p": null,2442 "p_stars": "",2443 "ci_lo": null,2444 "ci_hi": null,2445 "page": 11,2446 "confidence": "medium",2447 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"2448 },2449 {2450 "model_id": "T3-c4",2451 "var_name_printed": "Flush toilet",2452 "taxonomy_id": "other",2453 "x_transform": "binary",2454 "x_unit": "binary",2455 "beta": 0.72,2456 "se": 0.22,2457 "t": null,2458 "p": null,2459 "p_stars": "",2460 "ci_lo": null,2461 "ci_hi": null,2462 "page": 11,2463 "confidence": "medium",2464 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"2465 },2466 {2467 "model_id": "T3-c4",2468 "var_name_printed": "Pit latrine",2469 "taxonomy_id": "other",2470 "x_transform": "binary",2471 "x_unit": "binary",2472 "beta": 0.49,2473 "se": 0.22,2474 "t": null,2475 "p": null,2476 "p_stars": "",2477 "ci_lo": null,2478 "ci_hi": null,2479 "page": 11,2480 "confidence": "medium",2481 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"2482 },2483 {2484 "model_id": "T3-c5",2485 "var_name_printed": "Roof",2486 "taxonomy_id": "roof_materials",2487 "x_transform": "binary",2488 "x_unit": "binary",2489 "beta": -0.66,2490 "se": null,2491 "t": null,2492 "p": null,2493 "p_stars": "",2494 "ci_lo": null,2495 "ci_hi": null,2496 "page": 11,2497 "confidence": "medium",2498 "notes": "1 if roof type is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2499 },2500 {2501 "model_id": "T3-c5",2502 "var_name_printed": "Floor",2503 "taxonomy_id": "flooring",2504 "x_transform": "binary",2505 "x_unit": "binary",2506 "beta": -0.32,2507 "se": null,2508 "t": null,2509 "p": null,2510 "p_stars": "",2511 "ci_lo": null,2512 "ci_hi": null,2513 "page": 11,2514 "confidence": "medium",2515 "notes": "1 if floor is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2516 },2517 {2518 "model_id": "T3-c5",2519 "var_name_printed": "External wall",2520 "taxonomy_id": "roof_materials",2521 "x_transform": "binary",2522 "x_unit": "binary",2523 "beta": 0.11,2524 "se": null,2525 "t": null,2526 "p": null,2527 "p_stars": "",2528 "ci_lo": null,2529 "ci_hi": null,2530 "page": 11,2531 "confidence": "medium",2532 "notes": "1 if external wall is in mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2533 },2534 {2535 "model_id": "T3-c5",2536 "var_name_printed": "Number of rooms",2537 "taxonomy_id": "bedrooms",2538 "x_transform": "level",2539 "x_unit": "count",2540 "beta": 0.72,2541 "se": null,2542 "t": null,2543 "p": null,2544 "p_stars": "",2545 "ci_lo": null,2546 "ci_hi": null,2547 "page": 11,2548 "confidence": "medium",2549 "notes": "Number of rooms rented (total rooms, not bedrooms); Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2550 },2551 {2552 "model_id": "T3-c5",2553 "var_name_printed": "Electricity",2554 "taxonomy_id": "other",2555 "x_transform": "binary",2556 "x_unit": "binary",2557 "beta": 0.5,2558 "se": null,2559 "t": null,2560 "p": null,2561 "p_stars": "",2562 "ci_lo": null,2563 "ci_hi": null,2564 "page": 11,2565 "confidence": "medium",2566 "notes": "1 if the house has electricity; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2567 },2568 {2569 "model_id": "T3-c5",2570 "var_name_printed": "Private tap water",2571 "taxonomy_id": "other",2572 "x_transform": "binary",2573 "x_unit": "binary",2574 "beta": 0.05,2575 "se": null,2576 "t": null,2577 "p": null,2578 "p_stars": "",2579 "ci_lo": null,2580 "ci_hi": null,2581 "page": 11,2582 "confidence": "medium",2583 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2584 },2585 {2586 "model_id": "T3-c5",2587 "var_name_printed": "Public tap water",2588 "taxonomy_id": "other",2589 "x_transform": "binary",2590 "x_unit": "binary",2591 "beta": -0.15,2592 "se": null,2593 "t": null,2594 "p": null,2595 "p_stars": "",2596 "ci_lo": null,2597 "ci_hi": null,2598 "page": 11,2599 "confidence": "medium",2600 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2601 },2602 {2603 "model_id": "T3-c5",2604 "var_name_printed": "Protected well water",2605 "taxonomy_id": "other",2606 "x_transform": "binary",2607 "x_unit": "binary",2608 "beta": 0.12,2609 "se": null,2610 "t": null,2611 "p": null,2612 "p_stars": "",2613 "ci_lo": null,2614 "ci_hi": null,2615 "page": 11,2616 "confidence": "medium",2617 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2618 },2619 {2620 "model_id": "T3-c5",2621 "var_name_printed": "Unprotected water",2622 "taxonomy_id": "other",2623 "x_transform": "binary",2624 "x_unit": "binary",2625 "beta": 0.12,2626 "se": null,2627 "t": null,2628 "p": null,2629 "p_stars": "",2630 "ci_lo": null,2631 "ci_hi": null,2632 "page": 11,2633 "confidence": "medium",2634 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2635 },2636 {2637 "model_id": "T3-c5",2638 "var_name_printed": "VIP latrine toilet",2639 "taxonomy_id": "other",2640 "x_transform": "binary",2641 "x_unit": "binary",2642 "beta": 0.32,2643 "se": null,2644 "t": null,2645 "p": null,2646 "p_stars": "",2647 "ci_lo": null,2648 "ci_hi": null,2649 "page": 11,2650 "confidence": "medium",2651 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2652 },2653 {2654 "model_id": "T3-c5",2655 "var_name_printed": "Flush toilet",2656 "taxonomy_id": "other",2657 "x_transform": "binary",2658 "x_unit": "binary",2659 "beta": 0.19,2660 "se": null,2661 "t": null,2662 "p": null,2663 "p_stars": "",2664 "ci_lo": null,2665 "ci_hi": null,2666 "page": 11,2667 "confidence": "medium",2668 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2669 },2670 {2671 "model_id": "T3-c5",2672 "var_name_printed": "Pit latrine",2673 "taxonomy_id": "other",2674 "x_transform": "binary",2675 "x_unit": "binary",2676 "beta": -0.01,2677 "se": null,2678 "t": null,2679 "p": null,2680 "p_stars": "",2681 "ci_lo": null,2682 "ci_hi": null,2683 "page": 11,2684 "confidence": "medium",2685 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2686 },2687 {2688 "model_id": "T3-c6",2689 "var_name_printed": "Roof",2690 "taxonomy_id": "roof_materials",2691 "x_transform": "binary",2692 "x_unit": "binary",2693 "beta": -0.72,2694 "se": null,2695 "t": null,2696 "p": null,2697 "p_stars": "",2698 "ci_lo": null,2699 "ci_hi": null,2700 "page": 11,2701 "confidence": "medium",2702 "notes": "1 if roof type is mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2703 },2704 {2705 "model_id": "T3-c6",2706 "var_name_printed": "Floor",2707 "taxonomy_id": "flooring",2708 "x_transform": "binary",2709 "x_unit": "binary",2710 "beta": -0.28,2711 "se": null,2712 "t": null,2713 "p": null,2714 "p_stars": "",2715 "ci_lo": null,2716 "ci_hi": null,2717 "page": 11,2718 "confidence": "medium",2719 "notes": "1 if floor is mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2720 },2721 {2722 "model_id": "T3-c6",2723 "var_name_printed": "External wall",2724 "taxonomy_id": "roof_materials",2725 "x_transform": "binary",2726 "x_unit": "binary",2727 "beta": -0.0,2728 "se": null,2729 "t": null,2730 "p": null,2731 "p_stars": "",2732 "ci_lo": null,2733 "ci_hi": null,2734 "page": 11,2735 "confidence": "medium",2736 "notes": "1 if external wall is in mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2737 },2738 {2739 "model_id": "T3-c6",2740 "var_name_printed": "Number of rooms",2741 "taxonomy_id": "bedrooms",2742 "x_transform": "level",2743 "x_unit": "count",2744 "beta": 0.8,2745 "se": null,2746 "t": null,2747 "p": null,2748 "p_stars": "",2749 "ci_lo": null,2750 "ci_hi": null,2751 "page": 11,2752 "confidence": "medium",2753 "notes": "Number of rooms rented (total rooms, not bedrooms); LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2754 },2755 {2756 "model_id": "T3-c6",2757 "var_name_printed": "Electricity",2758 "taxonomy_id": "other",2759 "x_transform": "binary",2760 "x_unit": "binary",2761 "beta": 0.5,2762 "se": null,2763 "t": null,2764 "p": null,2765 "p_stars": "",2766 "ci_lo": null,2767 "ci_hi": null,2768 "page": 11,2769 "confidence": "medium",2770 "notes": "1 if the house has electricity; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2771 },2772 {2773 "model_id": "T3-c6",2774 "var_name_printed": "Public tap water",2775 "taxonomy_id": "other",2776 "x_transform": "binary",2777 "x_unit": "binary",2778 "beta": -0.2,2779 "se": null,2780 "t": null,2781 "p": null,2782 "p_stars": "",2783 "ci_lo": null,2784 "ci_hi": null,2785 "page": 11,2786 "confidence": "medium",2787 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2788 },2789 {2790 "model_id": "T3-c6",2791 "var_name_printed": "Protected well water",2792 "taxonomy_id": "other",2793 "x_transform": "binary",2794 "x_unit": "binary",2795 "beta": 0.05,2796 "se": null,2797 "t": null,2798 "p": null,2799 "p_stars": "",2800 "ci_lo": null,2801 "ci_hi": null,2802 "page": 11,2803 "confidence": "medium",2804 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2805 },2806 {2807 "model_id": "T3-c6",2808 "var_name_printed": "Unprotected water",2809 "taxonomy_id": "other",2810 "x_transform": "binary",2811 "x_unit": "binary",2812 "beta": 0.09,2813 "se": null,2814 "t": null,2815 "p": null,2816 "p_stars": "",2817 "ci_lo": null,2818 "ci_hi": null,2819 "page": 11,2820 "confidence": "medium",2821 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2822 },2823 {2824 "model_id": "T3-c6",2825 "var_name_printed": "VIP latrine toilet",2826 "taxonomy_id": "other",2827 "x_transform": "binary",2828 "x_unit": "binary",2829 "beta": 0.8,2830 "se": null,2831 "t": null,2832 "p": null,2833 "p_stars": "",2834 "ci_lo": null,2835 "ci_hi": null,2836 "page": 11,2837 "confidence": "medium",2838 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2839 },2840 {2841 "model_id": "T3-c6",2842 "var_name_printed": "Flush toilet",2843 "taxonomy_id": "other",2844 "x_transform": "binary",2845 "x_unit": "binary",2846 "beta": 0.63,2847 "se": null,2848 "t": null,2849 "p": null,2850 "p_stars": "",2851 "ci_lo": null,2852 "ci_hi": null,2853 "page": 11,2854 "confidence": "medium",2855 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2856 },2857 {2858 "model_id": "T3-c6",2859 "var_name_printed": "Pit latrine",2860 "taxonomy_id": "other",2861 "x_transform": "binary",2862 "x_unit": "binary",2863 "beta": 0.4,2864 "se": null,2865 "t": null,2866 "p": null,2867 "p_stars": "",2868 "ci_lo": null,2869 "ci_hi": null,2870 "page": 11,2871 "confidence": "medium",2872 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"2873 },2874 {2875 "model_id": "T4-c1",2876 "var_name_printed": "Roof",2877 "taxonomy_id": "roof_materials",2878 "x_transform": "binary",2879 "x_unit": "binary",2880 "beta": 1.11,2881 "se": null,2882 "t": null,2883 "p": null,2884 "p_stars": "",2885 "ci_lo": null,2886 "ci_hi": null,2887 "page": 12,2888 "confidence": "medium",2889 "notes": "1 if roof type is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed); no value in parentheses printed for this cell"2890 },2891 {2892 "model_id": "T4-c1",2893 "var_name_printed": "External wall",2894 "taxonomy_id": "roof_materials",2895 "x_transform": "binary",2896 "x_unit": "binary",2897 "beta": 0.14,2898 "se": 0.13,2899 "t": null,2900 "p": null,2901 "p_stars": "",2902 "ci_lo": null,2903 "ci_hi": null,2904 "page": 12,2905 "confidence": "medium",2906 "notes": "1 if external wall is in mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"2907 },2908 {2909 "model_id": "T4-c1",2910 "var_name_printed": "Number of rooms",2911 "taxonomy_id": "bedrooms",2912 "x_transform": "level",2913 "x_unit": "count",2914 "beta": 0.5,2915 "se": 0.07,2916 "t": null,2917 "p": null,2918 "p_stars": "",2919 "ci_lo": null,2920 "ci_hi": null,2921 "page": 12,2922 "confidence": "medium",2923 "notes": "Number of rooms rented (total rooms, not bedrooms); parentheses not labelled in table, assumed standard errors (no stars printed)"2924 },2925 {2926 "model_id": "T4-c1",2927 "var_name_printed": "Electricity",2928 "taxonomy_id": "other",2929 "x_transform": "binary",2930 "x_unit": "binary",2931 "beta": 0.82,2932 "se": 0.08,2933 "t": null,2934 "p": null,2935 "p_stars": "",2936 "ci_lo": null,2937 "ci_hi": null,2938 "page": 12,2939 "confidence": "medium",2940 "notes": "1 if the house has electricity; parentheses not labelled in table, assumed standard errors (no stars printed)"2941 },2942 {2943 "model_id": "T4-c1",2944 "var_name_printed": "Private tap water",2945 "taxonomy_id": "other",2946 "x_transform": "binary",2947 "x_unit": "binary",2948 "beta": 0.58,2949 "se": 0.18,2950 "t": null,2951 "p": null,2952 "p_stars": "",2953 "ci_lo": null,2954 "ci_hi": null,2955 "page": 12,2956 "confidence": "medium",2957 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"2958 },2959 {2960 "model_id": "T4-c1",2961 "var_name_printed": "Public tap water",2962 "taxonomy_id": "other",2963 "x_transform": "binary",2964 "x_unit": "binary",2965 "beta": 0.24,2966 "se": 0.09,2967 "t": null,2968 "p": null,2969 "p_stars": "",2970 "ci_lo": null,2971 "ci_hi": null,2972 "page": 12,2973 "confidence": "medium",2974 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"2975 },2976 {2977 "model_id": "T4-c1",2978 "var_name_printed": "Bore hole water",2979 "taxonomy_id": "other",2980 "x_transform": "binary",2981 "x_unit": "binary",2982 "beta": -0.12,2983 "se": 0.19,2984 "t": null,2985 "p": null,2986 "p_stars": "",2987 "ci_lo": null,2988 "ci_hi": null,2989 "page": 12,2990 "confidence": "medium",2991 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"2992 },2993 {2994 "model_id": "T4-c1",2995 "var_name_printed": "Protected well water",2996 "taxonomy_id": "other",2997 "x_transform": "binary",2998 "x_unit": "binary",2999 "beta": 0.06,3000 "se": 0.14,3001 "t": null,3002 "p": null,3003 "p_stars": "",3004 "ci_lo": null,3005 "ci_hi": null,3006 "page": 12,3007 "confidence": "medium",3008 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3009 },3010 {3011 "model_id": "T4-c1",3012 "var_name_printed": "Unprotected water",3013 "taxonomy_id": "other",3014 "x_transform": "binary",3015 "x_unit": "binary",3016 "beta": 0.55,3017 "se": 0.41,3018 "t": null,3019 "p": null,3020 "p_stars": "",3021 "ci_lo": null,3022 "ci_hi": null,3023 "page": 12,3024 "confidence": "medium",3025 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3026 },3027 {3028 "model_id": "T4-c1",3029 "var_name_printed": "VIP latrine toilet",3030 "taxonomy_id": "other",3031 "x_transform": "binary",3032 "x_unit": "binary",3033 "beta": 0.13,3034 "se": 0.13,3035 "t": null,3036 "p": null,3037 "p_stars": "",3038 "ci_lo": null,3039 "ci_hi": null,3040 "page": 12,3041 "confidence": "medium",3042 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3043 },3044 {3045 "model_id": "T4-c1",3046 "var_name_printed": "Flush toilet",3047 "taxonomy_id": "other",3048 "x_transform": "binary",3049 "x_unit": "binary",3050 "beta": 0.26,3051 "se": 0.17,3052 "t": null,3053 "p": null,3054 "p_stars": "",3055 "ci_lo": null,3056 "ci_hi": null,3057 "page": 12,3058 "confidence": "medium",3059 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3060 },3061 {3062 "model_id": "T4-c2",3063 "var_name_printed": "Dwelling",3064 "taxonomy_id": "dwelling_type",3065 "x_transform": "binary",3066 "x_unit": "binary",3067 "beta": 0.3,3068 "se": null,3069 "t": null,3070 "p": null,3071 "p_stars": "",3072 "ci_lo": null,3073 "ci_hi": null,3074 "page": 12,3075 "confidence": "medium",3076 "notes": "1 if the rented room is located within a house, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3077 },3078 {3079 "model_id": "T4-c2",3080 "var_name_printed": "Roof",3081 "taxonomy_id": "roof_materials",3082 "x_transform": "binary",3083 "x_unit": "binary",3084 "beta": 0.18,3085 "se": null,3086 "t": null,3087 "p": null,3088 "p_stars": "",3089 "ci_lo": null,3090 "ci_hi": null,3091 "page": 12,3092 "confidence": "medium",3093 "notes": "1 if roof type is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3094 },3095 {3096 "model_id": "T4-c2",3097 "var_name_printed": "Floor",3098 "taxonomy_id": "flooring",3099 "x_transform": "binary",3100 "x_unit": "binary",3101 "beta": -0.15,3102 "se": null,3103 "t": null,3104 "p": null,3105 "p_stars": "",3106 "ci_lo": null,3107 "ci_hi": null,3108 "page": 12,3109 "confidence": "medium",3110 "notes": "1 if floor is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3111 },3112 {3113 "model_id": "T4-c2",3114 "var_name_printed": "External wall",3115 "taxonomy_id": "roof_materials",3116 "x_transform": "binary",3117 "x_unit": "binary",3118 "beta": 0.11,3119 "se": null,3120 "t": null,3121 "p": null,3122 "p_stars": "",3123 "ci_lo": null,3124 "ci_hi": null,3125 "page": 12,3126 "confidence": "medium",3127 "notes": "1 if external wall is in mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3128 },3129 {3130 "model_id": "T4-c2",3131 "var_name_printed": "Number of rooms",3132 "taxonomy_id": "bedrooms",3133 "x_transform": "level",3134 "x_unit": "count",3135 "beta": 0.42,3136 "se": null,3137 "t": null,3138 "p": null,3139 "p_stars": "",3140 "ci_lo": null,3141 "ci_hi": null,3142 "page": 12,3143 "confidence": "medium",3144 "notes": "Number of rooms rented (total rooms, not bedrooms); Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3145 },3146 {3147 "model_id": "T4-c2",3148 "var_name_printed": "Electricity",3149 "taxonomy_id": "other",3150 "x_transform": "binary",3151 "x_unit": "binary",3152 "beta": 0.58,3153 "se": null,3154 "t": null,3155 "p": null,3156 "p_stars": "",3157 "ci_lo": null,3158 "ci_hi": null,3159 "page": 12,3160 "confidence": "medium",3161 "notes": "1 if the house has electricity; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3162 },3163 {3164 "model_id": "T4-c2",3165 "var_name_printed": "Private tap water",3166 "taxonomy_id": "other",3167 "x_transform": "binary",3168 "x_unit": "binary",3169 "beta": 0.49,3170 "se": null,3171 "t": null,3172 "p": null,3173 "p_stars": "",3174 "ci_lo": null,3175 "ci_hi": null,3176 "page": 12,3177 "confidence": "medium",3178 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3179 },3180 {3181 "model_id": "T4-c2",3182 "var_name_printed": "Public tap water",3183 "taxonomy_id": "other",3184 "x_transform": "binary",3185 "x_unit": "binary",3186 "beta": 0.17,3187 "se": null,3188 "t": null,3189 "p": null,3190 "p_stars": "",3191 "ci_lo": null,3192 "ci_hi": null,3193 "page": 12,3194 "confidence": "medium",3195 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3196 },3197 {3198 "model_id": "T4-c2",3199 "var_name_printed": "Bore hole water",3200 "taxonomy_id": "other",3201 "x_transform": "binary",3202 "x_unit": "binary",3203 "beta": 0.03,3204 "se": null,3205 "t": null,3206 "p": null,3207 "p_stars": "",3208 "ci_lo": null,3209 "ci_hi": null,3210 "page": 12,3211 "confidence": "medium",3212 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3213 },3214 {3215 "model_id": "T4-c2",3216 "var_name_printed": "Protected well water",3217 "taxonomy_id": "other",3218 "x_transform": "binary",3219 "x_unit": "binary",3220 "beta": 0.05,3221 "se": null,3222 "t": null,3223 "p": null,3224 "p_stars": "",3225 "ci_lo": null,3226 "ci_hi": null,3227 "page": 12,3228 "confidence": "medium",3229 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3230 },3231 {3232 "model_id": "T4-c2",3233 "var_name_printed": "Unprotected water",3234 "taxonomy_id": "other",3235 "x_transform": "binary",3236 "x_unit": "binary",3237 "beta": 0.41,3238 "se": null,3239 "t": null,3240 "p": null,3241 "p_stars": "",3242 "ci_lo": null,3243 "ci_hi": null,3244 "page": 12,3245 "confidence": "medium",3246 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3247 },3248 {3249 "model_id": "T4-c2",3250 "var_name_printed": "VIP latrine toilet",3251 "taxonomy_id": "other",3252 "x_transform": "binary",3253 "x_unit": "binary",3254 "beta": 0.04,3255 "se": null,3256 "t": null,3257 "p": null,3258 "p_stars": "",3259 "ci_lo": null,3260 "ci_hi": null,3261 "page": 12,3262 "confidence": "medium",3263 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3264 },3265 {3266 "model_id": "T4-c2",3267 "var_name_printed": "Flush toilet",3268 "taxonomy_id": "other",3269 "x_transform": "binary",3270 "x_unit": "binary",3271 "beta": 0.26,3272 "se": null,3273 "t": null,3274 "p": null,3275 "p_stars": "",3276 "ci_lo": null,3277 "ci_hi": null,3278 "page": 12,3279 "confidence": "medium",3280 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3281 },3282 {3283 "model_id": "T4-c2",3284 "var_name_printed": "Pit latrine",3285 "taxonomy_id": "other",3286 "x_transform": "binary",3287 "x_unit": "binary",3288 "beta": -0.05,3289 "se": null,3290 "t": null,3291 "p": null,3292 "p_stars": "",3293 "ci_lo": null,3294 "ci_hi": null,3295 "page": 12,3296 "confidence": "medium",3297 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3298 },3299 {3300 "model_id": "T4-c3",3301 "var_name_printed": "Dwelling",3302 "taxonomy_id": "dwelling_type",3303 "x_transform": "binary",3304 "x_unit": "binary",3305 "beta": 0.3,3306 "se": null,3307 "t": null,3308 "p": null,3309 "p_stars": "",3310 "ci_lo": null,3311 "ci_hi": null,3312 "page": 12,3313 "confidence": "medium",3314 "notes": "1 if the rented room is located within a house, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3315 },3316 {3317 "model_id": "T4-c3",3318 "var_name_printed": "Roof",3319 "taxonomy_id": "roof_materials",3320 "x_transform": "binary",3321 "x_unit": "binary",3322 "beta": 0.12,3323 "se": null,3324 "t": null,3325 "p": null,3326 "p_stars": "",3327 "ci_lo": null,3328 "ci_hi": null,3329 "page": 12,3330 "confidence": "medium",3331 "notes": "1 if roof type is mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3332 },3333 {3334 "model_id": "T4-c3",3335 "var_name_printed": "Floor",3336 "taxonomy_id": "flooring",3337 "x_transform": "binary",3338 "x_unit": "binary",3339 "beta": -0.11,3340 "se": null,3341 "t": null,3342 "p": null,3343 "p_stars": "",3344 "ci_lo": null,3345 "ci_hi": null,3346 "page": 12,3347 "confidence": "medium",3348 "notes": "1 if floor is mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3349 },3350 {3351 "model_id": "T4-c3",3352 "var_name_printed": "Number of rooms",3353 "taxonomy_id": "bedrooms",3354 "x_transform": "level",3355 "x_unit": "count",3356 "beta": 0.42,3357 "se": null,3358 "t": null,3359 "p": null,3360 "p_stars": "",3361 "ci_lo": null,3362 "ci_hi": null,3363 "page": 12,3364 "confidence": "medium",3365 "notes": "Number of rooms rented (total rooms, not bedrooms); LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3366 },3367 {3368 "model_id": "T4-c3",3369 "var_name_printed": "Electricity",3370 "taxonomy_id": "other",3371 "x_transform": "binary",3372 "x_unit": "binary",3373 "beta": 0.69,3374 "se": null,3375 "t": null,3376 "p": null,3377 "p_stars": "",3378 "ci_lo": null,3379 "ci_hi": null,3380 "page": 12,3381 "confidence": "medium",3382 "notes": "1 if the house has electricity; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3383 },3384 {3385 "model_id": "T4-c3",3386 "var_name_printed": "Private tap water",3387 "taxonomy_id": "other",3388 "x_transform": "binary",3389 "x_unit": "binary",3390 "beta": 0.47,3391 "se": null,3392 "t": null,3393 "p": null,3394 "p_stars": "",3395 "ci_lo": null,3396 "ci_hi": null,3397 "page": 12,3398 "confidence": "medium",3399 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3400 },3401 {3402 "model_id": "T4-c3",3403 "var_name_printed": "Public tap water",3404 "taxonomy_id": "other",3405 "x_transform": "binary",3406 "x_unit": "binary",3407 "beta": 0.09,3408 "se": null,3409 "t": null,3410 "p": null,3411 "p_stars": "",3412 "ci_lo": null,3413 "ci_hi": null,3414 "page": 12,3415 "confidence": "medium",3416 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3417 },3418 {3419 "model_id": "T4-c3",3420 "var_name_printed": "Unprotected water",3421 "taxonomy_id": "other",3422 "x_transform": "binary",3423 "x_unit": "binary",3424 "beta": 0.09,3425 "se": null,3426 "t": null,3427 "p": null,3428 "p_stars": "",3429 "ci_lo": null,3430 "ci_hi": null,3431 "page": 12,3432 "confidence": "medium",3433 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3434 },3435 {3436 "model_id": "T4-c3",3437 "var_name_printed": "Flush toilet",3438 "taxonomy_id": "other",3439 "x_transform": "binary",3440 "x_unit": "binary",3441 "beta": 0.2,3442 "se": null,3443 "t": null,3444 "p": null,3445 "p_stars": "",3446 "ci_lo": null,3447 "ci_hi": null,3448 "page": 12,3449 "confidence": "medium",3450 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3451 },3452 {3453 "model_id": "T4-c4",3454 "var_name_printed": "Dwelling",3455 "taxonomy_id": "dwelling_type",3456 "x_transform": "binary",3457 "x_unit": "binary",3458 "beta": -0.01,3459 "se": 0.12,3460 "t": null,3461 "p": null,3462 "p_stars": "",3463 "ci_lo": null,3464 "ci_hi": null,3465 "page": 12,3466 "confidence": "medium",3467 "notes": "1 if the rented room is located within a house, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"3468 },3469 {3470 "model_id": "T4-c4",3471 "var_name_printed": "Roof",3472 "taxonomy_id": "roof_materials",3473 "x_transform": "binary",3474 "x_unit": "binary",3475 "beta": 0.34,3476 "se": 0.1,3477 "t": null,3478 "p": null,3479 "p_stars": "",3480 "ci_lo": null,3481 "ci_hi": null,3482 "page": 12,3483 "confidence": "medium",3484 "notes": "1 if roof type is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"3485 },3486 {3487 "model_id": "T4-c4",3488 "var_name_printed": "Floor",3489 "taxonomy_id": "flooring",3490 "x_transform": "binary",3491 "x_unit": "binary",3492 "beta": -0.15,3493 "se": 0.06,3494 "t": null,3495 "p": null,3496 "p_stars": "",3497 "ci_lo": null,3498 "ci_hi": null,3499 "page": 12,3500 "confidence": "medium",3501 "notes": "1 if floor is mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"3502 },3503 {3504 "model_id": "T4-c4",3505 "var_name_printed": "External wall",3506 "taxonomy_id": "roof_materials",3507 "x_transform": "binary",3508 "x_unit": "binary",3509 "beta": 0.17,3510 "se": 0.12,3511 "t": null,3512 "p": null,3513 "p_stars": "",3514 "ci_lo": null,3515 "ci_hi": null,3516 "page": 12,3517 "confidence": "medium",3518 "notes": "1 if external wall is in mud, 0 otherwise; parentheses not labelled in table, assumed standard errors (no stars printed)"3519 },3520 {3521 "model_id": "T4-c4",3522 "var_name_printed": "Number of rooms",3523 "taxonomy_id": "bedrooms",3524 "x_transform": "level",3525 "x_unit": "count",3526 "beta": 0.41,3527 "se": 0.05,3528 "t": null,3529 "p": null,3530 "p_stars": "",3531 "ci_lo": null,3532 "ci_hi": null,3533 "page": 12,3534 "confidence": "medium",3535 "notes": "Number of rooms rented (total rooms, not bedrooms); parentheses not labelled in table, assumed standard errors (no stars printed)"3536 },3537 {3538 "model_id": "T4-c4",3539 "var_name_printed": "Electricity",3540 "taxonomy_id": "other",3541 "x_transform": "binary",3542 "x_unit": "binary",3543 "beta": 0.71,3544 "se": 0.05,3545 "t": null,3546 "p": null,3547 "p_stars": "",3548 "ci_lo": null,3549 "ci_hi": null,3550 "page": 12,3551 "confidence": "medium",3552 "notes": "1 if the house has electricity; parentheses not labelled in table, assumed standard errors (no stars printed)"3553 },3554 {3555 "model_id": "T4-c4",3556 "var_name_printed": "Private tap water",3557 "taxonomy_id": "other",3558 "x_transform": "binary",3559 "x_unit": "binary",3560 "beta": 0.14,3561 "se": 0.2,3562 "t": null,3563 "p": null,3564 "p_stars": "",3565 "ci_lo": null,3566 "ci_hi": null,3567 "page": 12,3568 "confidence": "medium",3569 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3570 },3571 {3572 "model_id": "T4-c4",3573 "var_name_printed": "Public tap water",3574 "taxonomy_id": "other",3575 "x_transform": "binary",3576 "x_unit": "binary",3577 "beta": 0.01,3578 "se": 0.2,3579 "t": null,3580 "p": null,3581 "p_stars": "",3582 "ci_lo": null,3583 "ci_hi": null,3584 "page": 12,3585 "confidence": "medium",3586 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3587 },3588 {3589 "model_id": "T4-c4",3590 "var_name_printed": "Bore hole water",3591 "taxonomy_id": "other",3592 "x_transform": "binary",3593 "x_unit": "binary",3594 "beta": -0.22,3595 "se": 0.2,3596 "t": null,3597 "p": null,3598 "p_stars": "",3599 "ci_lo": null,3600 "ci_hi": null,3601 "page": 12,3602 "confidence": "medium",3603 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3604 },3605 {3606 "model_id": "T4-c4",3607 "var_name_printed": "Protected well water",3608 "taxonomy_id": "other",3609 "x_transform": "binary",3610 "x_unit": "binary",3611 "beta": -0.07,3612 "se": 0.22,3613 "t": null,3614 "p": null,3615 "p_stars": "",3616 "ci_lo": null,3617 "ci_hi": null,3618 "page": 12,3619 "confidence": "medium",3620 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3621 },3622 {3623 "model_id": "T4-c4",3624 "var_name_printed": "Unprotected water",3625 "taxonomy_id": "other",3626 "x_transform": "binary",3627 "x_unit": "binary",3628 "beta": -0.21,3629 "se": 0.28,3630 "t": null,3631 "p": null,3632 "p_stars": "",3633 "ci_lo": null,3634 "ci_hi": null,3635 "page": 12,3636 "confidence": "medium",3637 "notes": "water source dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3638 },3639 {3640 "model_id": "T4-c4",3641 "var_name_printed": "VIP latrine toilet",3642 "taxonomy_id": "other",3643 "x_transform": "binary",3644 "x_unit": "binary",3645 "beta": 0.24,3646 "se": 0.15,3647 "t": null,3648 "p": null,3649 "p_stars": "",3650 "ci_lo": null,3651 "ci_hi": null,3652 "page": 12,3653 "confidence": "medium",3654 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3655 },3656 {3657 "model_id": "T4-c4",3658 "var_name_printed": "Flush toilet",3659 "taxonomy_id": "other",3660 "x_transform": "binary",3661 "x_unit": "binary",3662 "beta": 0.86,3663 "se": 0.16,3664 "t": null,3665 "p": null,3666 "p_stars": "",3667 "ci_lo": null,3668 "ci_hi": null,3669 "page": 12,3670 "confidence": "medium",3671 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3672 },3673 {3674 "model_id": "T4-c4",3675 "var_name_printed": "Pit latrine",3676 "taxonomy_id": "other",3677 "x_transform": "binary",3678 "x_unit": "binary",3679 "beta": 0.14,3680 "se": 0.14,3681 "t": null,3682 "p": null,3683 "p_stars": "",3684 "ci_lo": null,3685 "ci_hi": null,3686 "page": 12,3687 "confidence": "medium",3688 "notes": "toilet type dummy; parentheses not labelled in table, assumed standard errors (no stars printed)"3689 },3690 {3691 "model_id": "T4-c5",3692 "var_name_printed": "Dwelling",3693 "taxonomy_id": "dwelling_type",3694 "x_transform": "binary",3695 "x_unit": "binary",3696 "beta": 0.06,3697 "se": null,3698 "t": null,3699 "p": null,3700 "p_stars": "",3701 "ci_lo": null,3702 "ci_hi": null,3703 "page": 12,3704 "confidence": "medium",3705 "notes": "1 if the rented room is located within a house, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3706 },3707 {3708 "model_id": "T4-c5",3709 "var_name_printed": "Roof",3710 "taxonomy_id": "roof_materials",3711 "x_transform": "binary",3712 "x_unit": "binary",3713 "beta": 0.29,3714 "se": null,3715 "t": null,3716 "p": null,3717 "p_stars": "",3718 "ci_lo": null,3719 "ci_hi": null,3720 "page": 12,3721 "confidence": "medium",3722 "notes": "1 if roof type is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3723 },3724 {3725 "model_id": "T4-c5",3726 "var_name_printed": "Floor",3727 "taxonomy_id": "flooring",3728 "x_transform": "binary",3729 "x_unit": "binary",3730 "beta": -0.15,3731 "se": null,3732 "t": null,3733 "p": null,3734 "p_stars": "",3735 "ci_lo": null,3736 "ci_hi": null,3737 "page": 12,3738 "confidence": "medium",3739 "notes": "1 if floor is mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3740 },3741 {3742 "model_id": "T4-c5",3743 "var_name_printed": "External wall",3744 "taxonomy_id": "roof_materials",3745 "x_transform": "binary",3746 "x_unit": "binary",3747 "beta": 0.15,3748 "se": null,3749 "t": null,3750 "p": null,3751 "p_stars": "",3752 "ci_lo": null,3753 "ci_hi": null,3754 "page": 12,3755 "confidence": "medium",3756 "notes": "1 if external wall is in mud, 0 otherwise; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3757 },3758 {3759 "model_id": "T4-c5",3760 "var_name_printed": "Number of rooms",3761 "taxonomy_id": "bedrooms",3762 "x_transform": "level",3763 "x_unit": "count",3764 "beta": 0.4,3765 "se": null,3766 "t": null,3767 "p": null,3768 "p_stars": "",3769 "ci_lo": null,3770 "ci_hi": null,3771 "page": 12,3772 "confidence": "medium",3773 "notes": "Number of rooms rented (total rooms, not bedrooms); Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3774 },3775 {3776 "model_id": "T4-c5",3777 "var_name_printed": "Electricity",3778 "taxonomy_id": "other",3779 "x_transform": "binary",3780 "x_unit": "binary",3781 "beta": 0.67,3782 "se": null,3783 "t": null,3784 "p": null,3785 "p_stars": "",3786 "ci_lo": null,3787 "ci_hi": null,3788 "page": 12,3789 "confidence": "medium",3790 "notes": "1 if the house has electricity; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3791 },3792 {3793 "model_id": "T4-c5",3794 "var_name_printed": "Private tap water",3795 "taxonomy_id": "other",3796 "x_transform": "binary",3797 "x_unit": "binary",3798 "beta": 0.17,3799 "se": null,3800 "t": null,3801 "p": null,3802 "p_stars": "",3803 "ci_lo": null,3804 "ci_hi": null,3805 "page": 12,3806 "confidence": "medium",3807 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3808 },3809 {3810 "model_id": "T4-c5",3811 "var_name_printed": "Public tap water",3812 "taxonomy_id": "other",3813 "x_transform": "binary",3814 "x_unit": "binary",3815 "beta": 0.02,3816 "se": null,3817 "t": null,3818 "p": null,3819 "p_stars": "",3820 "ci_lo": null,3821 "ci_hi": null,3822 "page": 12,3823 "confidence": "medium",3824 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3825 },3826 {3827 "model_id": "T4-c5",3828 "var_name_printed": "Bore hole water",3829 "taxonomy_id": "other",3830 "x_transform": "binary",3831 "x_unit": "binary",3832 "beta": -0.18,3833 "se": null,3834 "t": null,3835 "p": null,3836 "p_stars": "",3837 "ci_lo": null,3838 "ci_hi": null,3839 "page": 12,3840 "confidence": "medium",3841 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3842 },3843 {3844 "model_id": "T4-c5",3845 "var_name_printed": "Protected well water",3846 "taxonomy_id": "other",3847 "x_transform": "binary",3848 "x_unit": "binary",3849 "beta": -0.08,3850 "se": null,3851 "t": null,3852 "p": null,3853 "p_stars": "",3854 "ci_lo": null,3855 "ci_hi": null,3856 "page": 12,3857 "confidence": "medium",3858 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3859 },3860 {3861 "model_id": "T4-c5",3862 "var_name_printed": "Unprotected water",3863 "taxonomy_id": "other",3864 "x_transform": "binary",3865 "x_unit": "binary",3866 "beta": -0.17,3867 "se": null,3868 "t": null,3869 "p": null,3870 "p_stars": "",3871 "ci_lo": null,3872 "ci_hi": null,3873 "page": 12,3874 "confidence": "medium",3875 "notes": "water source dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3876 },3877 {3878 "model_id": "T4-c5",3879 "var_name_printed": "VIP latrine toilet",3880 "taxonomy_id": "other",3881 "x_transform": "binary",3882 "x_unit": "binary",3883 "beta": -0.07,3884 "se": null,3885 "t": null,3886 "p": null,3887 "p_stars": "",3888 "ci_lo": null,3889 "ci_hi": null,3890 "page": 12,3891 "confidence": "medium",3892 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3893 },3894 {3895 "model_id": "T4-c5",3896 "var_name_printed": "Flush toilet",3897 "taxonomy_id": "other",3898 "x_transform": "binary",3899 "x_unit": "binary",3900 "beta": 0.52,3901 "se": null,3902 "t": null,3903 "p": null,3904 "p_stars": "",3905 "ci_lo": null,3906 "ci_hi": null,3907 "page": 12,3908 "confidence": "medium",3909 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3910 },3911 {3912 "model_id": "T4-c5",3913 "var_name_printed": "Pit latrine",3914 "taxonomy_id": "other",3915 "x_transform": "binary",3916 "x_unit": "binary",3917 "beta": -0.18,3918 "se": null,3919 "t": null,3920 "p": null,3921 "p_stars": "",3922 "ci_lo": null,3923 "ci_hi": null,3924 "page": 12,3925 "confidence": "medium",3926 "notes": "toilet type dummy; Ridge shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3927 },3928 {3929 "model_id": "T4-c6",3930 "var_name_printed": "Dwelling",3931 "taxonomy_id": "dwelling_type",3932 "x_transform": "binary",3933 "x_unit": "binary",3934 "beta": 0.01,3935 "se": null,3936 "t": null,3937 "p": null,3938 "p_stars": "",3939 "ci_lo": null,3940 "ci_hi": null,3941 "page": 12,3942 "confidence": "medium",3943 "notes": "1 if the rented room is located within a house, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3944 },3945 {3946 "model_id": "T4-c6",3947 "var_name_printed": "Roof",3948 "taxonomy_id": "roof_materials",3949 "x_transform": "binary",3950 "x_unit": "binary",3951 "beta": 0.3,3952 "se": null,3953 "t": null,3954 "p": null,3955 "p_stars": "",3956 "ci_lo": null,3957 "ci_hi": null,3958 "page": 12,3959 "confidence": "medium",3960 "notes": "1 if roof type is mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3961 },3962 {3963 "model_id": "T4-c6",3964 "var_name_printed": "Floor",3965 "taxonomy_id": "flooring",3966 "x_transform": "binary",3967 "x_unit": "binary",3968 "beta": -0.14,3969 "se": null,3970 "t": null,3971 "p": null,3972 "p_stars": "",3973 "ci_lo": null,3974 "ci_hi": null,3975 "page": 12,3976 "confidence": "medium",3977 "notes": "1 if floor is mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3978 },3979 {3980 "model_id": "T4-c6",3981 "var_name_printed": "External wall",3982 "taxonomy_id": "roof_materials",3983 "x_transform": "binary",3984 "x_unit": "binary",3985 "beta": 0.09,3986 "se": null,3987 "t": null,3988 "p": null,3989 "p_stars": "",3990 "ci_lo": null,3991 "ci_hi": null,3992 "page": 12,3993 "confidence": "medium",3994 "notes": "1 if external wall is in mud, 0 otherwise; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"3995 },3996 {3997 "model_id": "T4-c6",3998 "var_name_printed": "Number of rooms",3999 "taxonomy_id": "bedrooms",4000 "x_transform": "level",4001 "x_unit": "count",4002 "beta": 0.4,4003 "se": null,4004 "t": null,4005 "p": null,4006 "p_stars": "",4007 "ci_lo": null,4008 "ci_hi": null,4009 "page": 12,4010 "confidence": "medium",4011 "notes": "Number of rooms rented (total rooms, not bedrooms); LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"4012 },4013 {4014 "model_id": "T4-c6",4015 "var_name_printed": "Electricity",4016 "taxonomy_id": "other",4017 "x_transform": "binary",4018 "x_unit": "binary",4019 "beta": 0.72,4020 "se": null,4021 "t": null,4022 "p": null,4023 "p_stars": "",4024 "ci_lo": null,4025 "ci_hi": null,4026 "page": 12,4027 "confidence": "medium",4028 "notes": "1 if the house has electricity; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"4029 },4030 {4031 "model_id": "T4-c6",4032 "var_name_printed": "Private tap water",4033 "taxonomy_id": "other",4034 "x_transform": "binary",4035 "x_unit": "binary",4036 "beta": 0.15,4037 "se": null,4038 "t": null,4039 "p": null,4040 "p_stars": "",4041 "ci_lo": null,4042 "ci_hi": null,4043 "page": 12,4044 "confidence": "medium",4045 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"4046 },4047 {4048 "model_id": "T4-c6",4049 "var_name_printed": "Bore hole water",4050 "taxonomy_id": "other",4051 "x_transform": "binary",4052 "x_unit": "binary",4053 "beta": -0.18,4054 "se": null,4055 "t": null,4056 "p": null,4057 "p_stars": "",4058 "ci_lo": null,4059 "ci_hi": null,4060 "page": 12,4061 "confidence": "medium",4062 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"4063 },4064 {4065 "model_id": "T4-c6",4066 "var_name_printed": "Protected well water",4067 "taxonomy_id": "other",4068 "x_transform": "binary",4069 "x_unit": "binary",4070 "beta": -0.04,4071 "se": null,4072 "t": null,4073 "p": null,4074 "p_stars": "",4075 "ci_lo": null,4076 "ci_hi": null,4077 "page": 12,4078 "confidence": "medium",4079 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"4080 },4081 {4082 "model_id": "T4-c6",4083 "var_name_printed": "Unprotected water",4084 "taxonomy_id": "other",4085 "x_transform": "binary",4086 "x_unit": "binary",4087 "beta": -0.1,4088 "se": null,4089 "t": null,4090 "p": null,4091 "p_stars": "",4092 "ci_lo": null,4093 "ci_hi": null,4094 "page": 12,4095 "confidence": "medium",4096 "notes": "water source dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"4097 },4098 {4099 "model_id": "T4-c6",4100 "var_name_printed": "Flush toilet",4101 "taxonomy_id": "other",4102 "x_transform": "binary",4103 "x_unit": "binary",4104 "beta": 0.61,4105 "se": null,4106 "t": null,4107 "p": null,4108 "p_stars": "",4109 "ci_lo": null,4110 "ci_hi": null,4111 "page": 12,4112 "confidence": "medium",4113 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"4114 },4115 {4116 "model_id": "T4-c6",4117 "var_name_printed": "Pit latrine",4118 "taxonomy_id": "other",4119 "x_transform": "binary",4120 "x_unit": "binary",4121 "beta": -0.07,4122 "se": null,4123 "t": null,4124 "p": null,4125 "p_stars": "",4126 "ci_lo": null,4127 "ci_hi": null,4128 "page": 12,4129 "confidence": "medium",4130 "notes": "toilet type dummy; LASSO shrinkage coefficient, no SE (LASSO zero coefficients printed as '-' omitted)"4131 }4132 ]4133}