1{2 "record_id": "aa82db73a0ef7b24a4266aa846327f66030956a0",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "A spatial analysis of EPCs in The Belfast Metropolitan Area housing market",7 "year": 2019,8 "doi": "10.1080/09599916.2019.1697345",9 "country": "United Kingdom",10 "region_city": "Belfast Metropolitan Area, Northern Ireland",11 "sample_start": 2013,12 "sample_end": 2014,13 "property_type": "mixed",14 "price_type": "transaction",15 "data_source": "University of Ulster House Price Index (UUHPI) achieved transaction prices, Q3 2013-Q3 2014, matched to EPC register; 1,478 geocoded sales",16 "document_type": "journal",17 "estimators": [18 "OLS",19 "spatial_lag",20 "GWR"21 ],22 "spatial_method": "OLS with spatial/temporal dummies; GWR (Table 9-10, only quantiles of local coefficients, not extracted); spatial lag models with inverse exponential distance weights (Table 11, n=961)",23 "time_fe": true,24 "location_fe": true,25 "se_type": "OLS",26 "n_obs_total": 1478,27 "ai_methods": [],28 "notes": "Author accepted manuscript (Ulster research portal; journal page numbers differ). Semi-log OLS: dependent variable ln(transaction price); t-statistics printed next to coefficients, no SEs; stars *** 1%, ** 5%, * 10%. Floor area in m2 (level). Property type dummies Terr/Detach/Apt (reference semi-detached); construction-period dummies Pre1919/Early Modern/Inter War (reference post-war/new build) are mapped to 'age' with x_transform dummy. 'No Garage' is reverse-coded garage dummy. EPC score = SAP energy-efficiency points (continuous); EPC bands (Model 2) are dummies with band D as reference. Tables 6-8: 'Spatial and temporal dummies available upon request' (not printed). Table 7 and Table 8 'x EPC' interaction rows (e.g. Terr x EPC = -0.405, identical to the Terr main effect) are implausible as interaction terms and are NOT extracted; Table 8 Models 6-8 and 10 therefore only contribute Floor Area and Gas Heat main effects. X*Y, Y*Y, X*X coordinate polynomials not extracted. Table 11 spatial lag models use the 961-observation subsample; W*P (spatial lag of price) not extracted. Table 8 model 14 Gas Heat t=4.2027 printed without stars (recorded as printed)."29 },30 "models": [31 {32 "model_id": "T6-c1",33 "table": "6",34 "column": "Model 1",35 "page": 30,36 "dep_var": "ln(transaction price)",37 "dep_transform": "log",38 "estimator": "OLS",39 "n_obs": 1478,40 "r2": 0.674,41 "se_or_t_in_parentheses": "t",42 "sample_subset": "Parsimonious OLS with continuous EPC score; spatial and temporal dummies included (not printed)"43 },44 {45 "model_id": "T6-c2",46 "table": "6",47 "column": "Model 2",48 "page": 30,49 "dep_var": "ln(transaction price)",50 "dep_transform": "log",51 "estimator": "OLS",52 "n_obs": 1478,53 "r2": 0.674,54 "se_or_t_in_parentheses": "t",55 "sample_subset": "OLS with EPC band dummies (band D reference); spatial and temporal dummies included (not printed)"56 },57 {58 "model_id": "T7-c1",59 "table": "7",60 "column": "Model 3",61 "page": 31,62 "dep_var": "ln(transaction price)",63 "dep_transform": "log",64 "estimator": "OLS",65 "n_obs": 1478,66 "r2": 0.673,67 "se_or_t_in_parentheses": "t",68 "sample_subset": "OLS with property type x EPC interactions (interactions not extracted); main effects only"69 },70 {71 "model_id": "T7-c2",72 "table": "7",73 "column": "Model 4",74 "page": 31,75 "dep_var": "ln(transaction price)",76 "dep_transform": "log",77 "estimator": "OLS",78 "n_obs": 1478,79 "r2": 0.673,80 "se_or_t_in_parentheses": "t",81 "sample_subset": "OLS with property age x EPC interactions (interactions not extracted); main effects only"82 },83 {84 "model_id": "T8-c1",85 "table": "8",86 "column": "Model 5",87 "page": 33,88 "dep_var": "ln(transaction price)",89 "dep_transform": "log",90 "estimator": "OLS",91 "n_obs": 1478,92 "r2": 0.674,93 "se_or_t_in_parentheses": "t",94 "sample_subset": "Partial regression model: predictor set A + EPC"95 },96 {97 "model_id": "T8-c2",98 "table": "8",99 "column": "Model 6",100 "page": 33,101 "dep_var": "ln(transaction price)",102 "dep_transform": "log",103 "estimator": "OLS",104 "n_obs": 1478,105 "r2": 0.662,106 "se_or_t_in_parentheses": "t",107 "sample_subset": "Partial regression model: floor area + type x EPC interactions (interactions not extracted)"108 },109 {110 "model_id": "T8-c3",111 "table": "8",112 "column": "Model 7",113 "page": 33,114 "dep_var": "ln(transaction price)",115 "dep_transform": "log",116 "estimator": "OLS",117 "n_obs": 1478,118 "r2": 0.671,119 "se_or_t_in_parentheses": "t",120 "sample_subset": "Partial regression model: floor area + type x EPC interactions + gas heat (interactions not extracted)"121 },122 {123 "model_id": "T8-c4",124 "table": "8",125 "column": "Model 8",126 "page": 33,127 "dep_var": "ln(transaction price)",128 "dep_transform": "log",129 "estimator": "OLS",130 "n_obs": 1478,131 "r2": 0.586,132 "se_or_t_in_parentheses": "t",133 "sample_subset": "Partial regression model: floor area + age x EPC interactions + gas heat (interactions not extracted)"134 },135 {136 "model_id": "T8-c5",137 "table": "8",138 "column": "Model 9",139 "page": 33,140 "dep_var": "ln(transaction price)",141 "dep_transform": "log",142 "estimator": "OLS",143 "n_obs": 1478,144 "r2": 0.675,145 "se_or_t_in_parentheses": "t",146 "sample_subset": "Partial regression model: set A + EPC + coordinate polynomials (X*Y, Y*Y, X*X not extracted)"147 },148 {149 "model_id": "T8-c6",150 "table": "8",151 "column": "Model 10",152 "page": 33,153 "dep_var": "ln(transaction price)",154 "dep_transform": "log",155 "estimator": "OLS",156 "n_obs": 1478,157 "r2": 0.673,158 "se_or_t_in_parentheses": "t",159 "sample_subset": "Partial regression model: floor area + type/age x EPC interactions + gas heat + coordinate polynomials (interactions not extracted)"160 },161 {162 "model_id": "T11-c1",163 "table": "11",164 "column": "Model 13 (Base No lag)",165 "page": 35,166 "dep_var": "ln(transaction price)",167 "dep_transform": "log",168 "estimator": "OLS",169 "n_obs": 961,170 "r2": 0.614722,171 "se_or_t_in_parentheses": "t",172 "sample_subset": "Base model on 961-observation subsample used for spatial lag models"173 },174 {175 "model_id": "T11-c2",176 "table": "11",177 "column": "Model 14 (Base + Lag)",178 "page": 35,179 "dep_var": "ln(transaction price)",180 "dep_transform": "log",181 "estimator": "spatial_lag",182 "n_obs": 961,183 "r2": 0.673818,184 "se_or_t_in_parentheses": "t",185 "sample_subset": "Spatial lag of price (inverse exponential distance weights) added; W*P coefficient 0.027939 (t 1.195744) not extracted"186 },187 {188 "model_id": "T11-c3",189 "table": "11",190 "column": "Model 15 (Base+Lag + EPC)",191 "page": 35,192 "dep_var": "ln(transaction price)",193 "dep_transform": "log",194 "estimator": "spatial_lag",195 "n_obs": 961,196 "r2": 0.675209,197 "se_or_t_in_parentheses": "t",198 "sample_subset": "Spatial lag of price and spatially lagged price x EPC term added (W*P 0.184266 t 2.273**, W*P*EPC -0.002952 t -2.0135** not extracted)"199 }200 ],201 "coefficients": [202 {203 "model_id": "T6-c1",204 "var_name_printed": "Floor Area",205 "taxonomy_id": "living_area",206 "x_transform": "level",207 "x_unit": "m2",208 "beta": 0.007,209 "se": null,210 "t": 34.316,211 "p": null,212 "p_stars": "***",213 "ci_lo": null,214 "ci_hi": null,215 "page": 30,216 "confidence": "high",217 "notes": ""218 },219 {220 "model_id": "T6-c2",221 "var_name_printed": "Floor Area",222 "taxonomy_id": "living_area",223 "x_transform": "level",224 "x_unit": "m2",225 "beta": 0.007,226 "se": null,227 "t": 33.664,228 "p": null,229 "p_stars": "***",230 "ci_lo": null,231 "ci_hi": null,232 "page": 30,233 "confidence": "high",234 "notes": ""235 },236 {237 "model_id": "T6-c1",238 "var_name_printed": "Terr",239 "taxonomy_id": "dwelling_type",240 "x_transform": "dummy",241 "x_unit": "binary",242 "beta": -0.408,243 "se": null,244 "t": -16.6,245 "p": null,246 "p_stars": "***",247 "ci_lo": null,248 "ci_hi": null,249 "page": 30,250 "confidence": "high",251 "notes": "Terraced =1; reference semi-detached"252 },253 {254 "model_id": "T6-c2",255 "var_name_printed": "Terr",256 "taxonomy_id": "dwelling_type",257 "x_transform": "dummy",258 "x_unit": "binary",259 "beta": -0.404,260 "se": null,261 "t": -16.274,262 "p": null,263 "p_stars": "***",264 "ci_lo": null,265 "ci_hi": null,266 "page": 30,267 "confidence": "high",268 "notes": "Terraced =1; reference semi-detached"269 },270 {271 "model_id": "T6-c1",272 "var_name_printed": "Detach",273 "taxonomy_id": "dwelling_type",274 "x_transform": "dummy",275 "x_unit": "binary",276 "beta": 0.102,277 "se": null,278 "t": 3.97,279 "p": null,280 "p_stars": "***",281 "ci_lo": null,282 "ci_hi": null,283 "page": 30,284 "confidence": "high",285 "notes": "Detached =1; reference semi-detached"286 },287 {288 "model_id": "T6-c2",289 "var_name_printed": "Detach",290 "taxonomy_id": "dwelling_type",291 "x_transform": "dummy",292 "x_unit": "binary",293 "beta": 0.103,294 "se": null,295 "t": 3.973,296 "p": null,297 "p_stars": "***",298 "ci_lo": null,299 "ci_hi": null,300 "page": 30,301 "confidence": "high",302 "notes": "Detached =1; reference semi-detached"303 },304 {305 "model_id": "T6-c1",306 "var_name_printed": "Apt",307 "taxonomy_id": "dwelling_type",308 "x_transform": "dummy",309 "x_unit": "binary",310 "beta": -0.092,311 "se": null,312 "t": -2.453,313 "p": null,314 "p_stars": "***",315 "ci_lo": null,316 "ci_hi": null,317 "page": 30,318 "confidence": "high",319 "notes": "Apartment =1; reference semi-detached"320 },321 {322 "model_id": "T6-c2",323 "var_name_printed": "Apt",324 "taxonomy_id": "dwelling_type",325 "x_transform": "dummy",326 "x_unit": "binary",327 "beta": -0.087,328 "se": null,329 "t": -2.176,330 "p": null,331 "p_stars": "***",332 "ci_lo": null,333 "ci_hi": null,334 "page": 30,335 "confidence": "high",336 "notes": "Apartment =1; reference semi-detached"337 },338 {339 "model_id": "T6-c1",340 "var_name_printed": "Pre1919",341 "taxonomy_id": "age",342 "x_transform": "dummy",343 "x_unit": "construction period dummy",344 "beta": 0.06,345 "se": null,346 "t": 1.732,347 "p": null,348 "p_stars": "*",349 "ci_lo": null,350 "ci_hi": null,351 "page": 30,352 "confidence": "high",353 "notes": "Built pre-1919 =1 (construction-period dummy, not age in years)"354 },355 {356 "model_id": "T6-c2",357 "var_name_printed": "Pre1919",358 "taxonomy_id": "age",359 "x_transform": "dummy",360 "x_unit": "construction period dummy",361 "beta": 0.064,362 "se": null,363 "t": 1.758,364 "p": null,365 "p_stars": "*",366 "ci_lo": null,367 "ci_hi": null,368 "page": 30,369 "confidence": "high",370 "notes": "Built pre-1919 =1 (construction-period dummy, not age in years)"371 },372 {373 "model_id": "T6-c1",374 "var_name_printed": "Early Modern",375 "taxonomy_id": "age",376 "x_transform": "dummy",377 "x_unit": "construction period dummy",378 "beta": -0.029,379 "se": null,380 "t": -1.279,381 "p": null,382 "p_stars": "",383 "ci_lo": null,384 "ci_hi": null,385 "page": 30,386 "confidence": "high",387 "notes": "Early-modern construction period =1 (construction-period dummy, not age in years)"388 },389 {390 "model_id": "T6-c2",391 "var_name_printed": "Early Modern",392 "taxonomy_id": "age",393 "x_transform": "dummy",394 "x_unit": "construction period dummy",395 "beta": -0.025,396 "se": null,397 "t": -0.978,398 "p": null,399 "p_stars": "",400 "ci_lo": null,401 "ci_hi": null,402 "page": 30,403 "confidence": "high",404 "notes": "Early-modern construction period =1 (construction-period dummy, not age in years)"405 },406 {407 "model_id": "T6-c1",408 "var_name_printed": "Inter War",409 "taxonomy_id": "age",410 "x_transform": "dummy",411 "x_unit": "construction period dummy",412 "beta": 0.037,413 "se": null,414 "t": 1.442,415 "p": null,416 "p_stars": "",417 "ci_lo": null,418 "ci_hi": null,419 "page": 30,420 "confidence": "high",421 "notes": "Inter-war construction period =1 (construction-period dummy, not age in years)"422 },423 {424 "model_id": "T6-c2",425 "var_name_printed": "Inter War",426 "taxonomy_id": "age",427 "x_transform": "dummy",428 "x_unit": "construction period dummy",429 "beta": 0.041,430 "se": null,431 "t": 1.439,432 "p": null,433 "p_stars": "",434 "ci_lo": null,435 "ci_hi": null,436 "page": 30,437 "confidence": "high",438 "notes": "Inter-war construction period =1 (construction-period dummy, not age in years)"439 },440 {441 "model_id": "T6-c1",442 "var_name_printed": "No Garage",443 "taxonomy_id": "garage",444 "x_transform": "binary",445 "x_unit": "binary",446 "beta": -0.019,447 "se": null,448 "t": -0.971,449 "p": null,450 "p_stars": "",451 "ci_lo": null,452 "ci_hi": null,453 "page": 30,454 "confidence": "high",455 "notes": "Reverse-coded: no garage =1"456 },457 {458 "model_id": "T6-c2",459 "var_name_printed": "No Garage",460 "taxonomy_id": "garage",461 "x_transform": "binary",462 "x_unit": "binary",463 "beta": -0.028,464 "se": null,465 "t": -1.134,466 "p": null,467 "p_stars": "",468 "ci_lo": null,469 "ci_hi": null,470 "page": 30,471 "confidence": "high",472 "notes": "Reverse-coded: no garage =1"473 },474 {475 "model_id": "T6-c1",476 "var_name_printed": "Gas Heat",477 "taxonomy_id": "heating",478 "x_transform": "binary",479 "x_unit": "binary",480 "beta": 0.132,481 "se": null,482 "t": 6.358,483 "p": null,484 "p_stars": "***",485 "ci_lo": null,486 "ci_hi": null,487 "page": 30,488 "confidence": "high",489 "notes": "Gas central heating =1"490 },491 {492 "model_id": "T6-c2",493 "var_name_printed": "Gas Heat",494 "taxonomy_id": "heating",495 "x_transform": "binary",496 "x_unit": "binary",497 "beta": 0.138,498 "se": null,499 "t": 6.048,500 "p": null,501 "p_stars": "***",502 "ci_lo": null,503 "ci_hi": null,504 "page": 30,505 "confidence": "high",506 "notes": "Gas central heating =1"507 },508 {509 "model_id": "T6-c1",510 "var_name_printed": "EPC score",511 "taxonomy_id": "energy_efficiency",512 "x_transform": "level",513 "x_unit": "index (EPC SAP score points)",514 "beta": 0.001,515 "se": null,516 "t": 2.049,517 "p": null,518 "p_stars": "**",519 "ci_lo": null,520 "ci_hi": null,521 "page": 30,522 "confidence": "high",523 "notes": "Continuous EPC energy-efficiency score"524 },525 {526 "model_id": "T6-c2",527 "var_name_printed": "EPC Band G",528 "taxonomy_id": "energy_efficiency",529 "x_transform": "dummy",530 "x_unit": "binary",531 "beta": -0.119,532 "se": null,533 "t": -0.945,534 "p": null,535 "p_stars": "",536 "ci_lo": null,537 "ci_hi": null,538 "page": 30,539 "confidence": "high",540 "notes": "EPC band G dummy; reference band D"541 },542 {543 "model_id": "T6-c2",544 "var_name_printed": "EPC Band F",545 "taxonomy_id": "energy_efficiency",546 "x_transform": "dummy",547 "x_unit": "binary",548 "beta": -0.035,549 "se": null,550 "t": -0.956,551 "p": null,552 "p_stars": "",553 "ci_lo": null,554 "ci_hi": null,555 "page": 30,556 "confidence": "high",557 "notes": "EPC band F dummy; reference band D"558 },559 {560 "model_id": "T6-c2",561 "var_name_printed": "EPC Band E",562 "taxonomy_id": "energy_efficiency",563 "x_transform": "dummy",564 "x_unit": "binary",565 "beta": -0.003,566 "se": null,567 "t": -0.114,568 "p": null,569 "p_stars": "",570 "ci_lo": null,571 "ci_hi": null,572 "page": 30,573 "confidence": "high",574 "notes": "EPC band E dummy; reference band D"575 },576 {577 "model_id": "T6-c2",578 "var_name_printed": "EPC Band C",579 "taxonomy_id": "energy_efficiency",580 "x_transform": "dummy",581 "x_unit": "binary",582 "beta": 0.045,583 "se": null,584 "t": 1.145,585 "p": null,586 "p_stars": "",587 "ci_lo": null,588 "ci_hi": null,589 "page": 30,590 "confidence": "high",591 "notes": "EPC band C dummy; reference band D"592 },593 {594 "model_id": "T6-c2",595 "var_name_printed": "EPC Band B",596 "taxonomy_id": "energy_efficiency",597 "x_transform": "dummy",598 "x_unit": "binary",599 "beta": 0.088,600 "se": null,601 "t": 3.008,602 "p": null,603 "p_stars": "***",604 "ci_lo": null,605 "ci_hi": null,606 "page": 30,607 "confidence": "high",608 "notes": "EPC band B dummy; reference band D"609 },610 {611 "model_id": "T7-c1",612 "var_name_printed": "Floor Area",613 "taxonomy_id": "living_area",614 "x_transform": "level",615 "x_unit": "m2",616 "beta": 0.007,617 "se": null,618 "t": 34.486,619 "p": null,620 "p_stars": "***",621 "ci_lo": null,622 "ci_hi": null,623 "page": 31,624 "confidence": "high",625 "notes": ""626 },627 {628 "model_id": "T7-c1",629 "var_name_printed": "Terr",630 "taxonomy_id": "dwelling_type",631 "x_transform": "dummy",632 "x_unit": "binary",633 "beta": -0.405,634 "se": null,635 "t": -16.586,636 "p": null,637 "p_stars": "***",638 "ci_lo": null,639 "ci_hi": null,640 "page": 31,641 "confidence": "high",642 "notes": "Terraced =1; reference semi-detached"643 },644 {645 "model_id": "T7-c1",646 "var_name_printed": "Detach",647 "taxonomy_id": "dwelling_type",648 "x_transform": "dummy",649 "x_unit": "binary",650 "beta": 0.103,651 "se": null,652 "t": 3.99,653 "p": null,654 "p_stars": "***",655 "ci_lo": null,656 "ci_hi": null,657 "page": 31,658 "confidence": "high",659 "notes": "Detached =1; reference semi-detached"660 },661 {662 "model_id": "T7-c1",663 "var_name_printed": "Apt",664 "taxonomy_id": "dwelling_type",665 "x_transform": "dummy",666 "x_unit": "binary",667 "beta": -0.081,668 "se": null,669 "t": -2.173,670 "p": null,671 "p_stars": "**",672 "ci_lo": null,673 "ci_hi": null,674 "page": 31,675 "confidence": "high",676 "notes": "Apartment =1; reference semi-detached"677 },678 {679 "model_id": "T7-c1",680 "var_name_printed": "Gas Heat",681 "taxonomy_id": "heating",682 "x_transform": "binary",683 "x_unit": "binary",684 "beta": 0.131,685 "se": null,686 "t": 6.277,687 "p": null,688 "p_stars": "***",689 "ci_lo": null,690 "ci_hi": null,691 "page": 31,692 "confidence": "high",693 "notes": "Gas central heating =1"694 },695 {696 "model_id": "T7-c1",697 "var_name_printed": "No Garage",698 "taxonomy_id": "garage",699 "x_transform": "binary",700 "x_unit": "binary",701 "beta": -0.018,702 "se": null,703 "t": -0.95,704 "p": null,705 "p_stars": "",706 "ci_lo": null,707 "ci_hi": null,708 "page": 31,709 "confidence": "high",710 "notes": "Reverse-coded: no garage =1"711 },712 {713 "model_id": "T7-c2",714 "var_name_printed": "Floor Area",715 "taxonomy_id": "living_area",716 "x_transform": "level",717 "x_unit": "m2",718 "beta": 0.007,719 "se": null,720 "t": 34.61,721 "p": null,722 "p_stars": "***",723 "ci_lo": null,724 "ci_hi": null,725 "page": 31,726 "confidence": "high",727 "notes": ""728 },729 {730 "model_id": "T7-c2",731 "var_name_printed": "Pre1919",732 "taxonomy_id": "age",733 "x_transform": "dummy",734 "x_unit": "construction period dummy",735 "beta": 0.058,736 "se": null,737 "t": 1.661,738 "p": null,739 "p_stars": "",740 "ci_lo": null,741 "ci_hi": null,742 "page": 31,743 "confidence": "high",744 "notes": "Built pre-1919 =1 (construction-period dummy, not age in years)"745 },746 {747 "model_id": "T7-c2",748 "var_name_printed": "Early Modern",749 "taxonomy_id": "age",750 "x_transform": "dummy",751 "x_unit": "construction period dummy",752 "beta": -0.029,753 "se": null,754 "t": -1.285,755 "p": null,756 "p_stars": "",757 "ci_lo": null,758 "ci_hi": null,759 "page": 31,760 "confidence": "high",761 "notes": "Early-modern construction period =1 (construction-period dummy, not age in years)"762 },763 {764 "model_id": "T7-c2",765 "var_name_printed": "Inter War",766 "taxonomy_id": "age",767 "x_transform": "dummy",768 "x_unit": "construction period dummy",769 "beta": 0.039,770 "se": null,771 "t": 1.503,772 "p": null,773 "p_stars": "",774 "ci_lo": null,775 "ci_hi": null,776 "page": 31,777 "confidence": "high",778 "notes": "Inter-war construction period =1 (construction-period dummy, not age in years)"779 },780 {781 "model_id": "T7-c2",782 "var_name_printed": "Gas Heat",783 "taxonomy_id": "heating",784 "x_transform": "binary",785 "x_unit": "binary",786 "beta": 0.131,787 "se": null,788 "t": 6.276,789 "p": null,790 "p_stars": "***",791 "ci_lo": null,792 "ci_hi": null,793 "page": 31,794 "confidence": "high",795 "notes": "Gas central heating =1"796 },797 {798 "model_id": "T7-c2",799 "var_name_printed": "No Garage",800 "taxonomy_id": "garage",801 "x_transform": "binary",802 "x_unit": "binary",803 "beta": -0.018,804 "se": null,805 "t": -0.947,806 "p": null,807 "p_stars": "",808 "ci_lo": null,809 "ci_hi": null,810 "page": 31,811 "confidence": "high",812 "notes": "Reverse-coded: no garage =1"813 },814 {815 "model_id": "T8-c1",816 "var_name_printed": "Floor Area",817 "taxonomy_id": "living_area",818 "x_transform": "level",819 "x_unit": "m2",820 "beta": 0.007,821 "se": null,822 "t": 33.83,823 "p": null,824 "p_stars": "***",825 "ci_lo": null,826 "ci_hi": null,827 "page": 33,828 "confidence": "high",829 "notes": ""830 },831 {832 "model_id": "T8-c1",833 "var_name_printed": "Terr",834 "taxonomy_id": "dwelling_type",835 "x_transform": "dummy",836 "x_unit": "binary",837 "beta": -0.407,838 "se": null,839 "t": -16.47,840 "p": null,841 "p_stars": "***",842 "ci_lo": null,843 "ci_hi": null,844 "page": 33,845 "confidence": "high",846 "notes": "Terraced =1; reference semi-detached"847 },848 {849 "model_id": "T8-c1",850 "var_name_printed": "Detach",851 "taxonomy_id": "dwelling_type",852 "x_transform": "dummy",853 "x_unit": "binary",854 "beta": 0.103,855 "se": null,856 "t": 3.987,857 "p": null,858 "p_stars": "***",859 "ci_lo": null,860 "ci_hi": null,861 "page": 33,862 "confidence": "high",863 "notes": "Detached =1; reference semi-detached"864 },865 {866 "model_id": "T8-c1",867 "var_name_printed": "Apt",868 "taxonomy_id": "dwelling_type",869 "x_transform": "dummy",870 "x_unit": "binary",871 "beta": -0.091,872 "se": null,873 "t": -2.337,874 "p": null,875 "p_stars": "**",876 "ci_lo": null,877 "ci_hi": null,878 "page": 33,879 "confidence": "high",880 "notes": "Apartment =1; reference semi-detached"881 },882 {883 "model_id": "T8-c1",884 "var_name_printed": "Pre1919",885 "taxonomy_id": "age",886 "x_transform": "dummy",887 "x_unit": "construction period dummy",888 "beta": 0.063,889 "se": null,890 "t": 1.731,891 "p": null,892 "p_stars": "*",893 "ci_lo": null,894 "ci_hi": null,895 "page": 33,896 "confidence": "high",897 "notes": "Built pre-1919 =1 (construction-period dummy, not age in years)"898 },899 {900 "model_id": "T8-c1",901 "var_name_printed": "Early Modern",902 "taxonomy_id": "age",903 "x_transform": "dummy",904 "x_unit": "construction period dummy",905 "beta": -0.027,906 "se": null,907 "t": -1.027,908 "p": null,909 "p_stars": "",910 "ci_lo": null,911 "ci_hi": null,912 "page": 33,913 "confidence": "high",914 "notes": "Early-modern construction period =1 (construction-period dummy, not age in years)"915 },916 {917 "model_id": "T8-c1",918 "var_name_printed": "Inter War",919 "taxonomy_id": "age",920 "x_transform": "dummy",921 "x_unit": "construction period dummy",922 "beta": 0.04,923 "se": null,924 "t": 1.385,925 "p": null,926 "p_stars": "",927 "ci_lo": null,928 "ci_hi": null,929 "page": 33,930 "confidence": "high",931 "notes": "Inter-war construction period =1 (construction-period dummy, not age in years)"932 },933 {934 "model_id": "T8-c1",935 "var_name_printed": "Gas Heat",936 "taxonomy_id": "heating",937 "x_transform": "binary",938 "x_unit": "binary",939 "beta": 0.129,940 "se": null,941 "t": 6.282,942 "p": null,943 "p_stars": "***",944 "ci_lo": null,945 "ci_hi": null,946 "page": 33,947 "confidence": "high",948 "notes": "Gas central heating =1"949 },950 {951 "model_id": "T8-c1",952 "var_name_printed": "EPC",953 "taxonomy_id": "energy_efficiency",954 "x_transform": "level",955 "x_unit": "index (EPC SAP score points)",956 "beta": 0.001,957 "se": null,958 "t": 2.037,959 "p": null,960 "p_stars": "**",961 "ci_lo": null,962 "ci_hi": null,963 "page": 33,964 "confidence": "high",965 "notes": "Continuous EPC energy-efficiency score"966 },967 {968 "model_id": "T8-c2",969 "var_name_printed": "Floor Area",970 "taxonomy_id": "living_area",971 "x_transform": "level",972 "x_unit": "m2",973 "beta": 0.007,974 "se": null,975 "t": 35.798,976 "p": null,977 "p_stars": "***",978 "ci_lo": null,979 "ci_hi": null,980 "page": 33,981 "confidence": "high",982 "notes": ""983 },984 {985 "model_id": "T8-c3",986 "var_name_printed": "Floor Area",987 "taxonomy_id": "living_area",988 "x_transform": "level",989 "x_unit": "m2",990 "beta": 0.007,991 "se": null,992 "t": 35.511,993 "p": null,994 "p_stars": "***",995 "ci_lo": null,996 "ci_hi": null,997 "page": 33,998 "confidence": "high",999 "notes": ""1000 },1001 {1002 "model_id": "T8-c3",1003 "var_name_printed": "Gas Heat",1004 "taxonomy_id": "heating",1005 "x_transform": "binary",1006 "x_unit": "binary",1007 "beta": 0.132,1008 "se": null,1009 "t": 6.428,1010 "p": null,1011 "p_stars": "***",1012 "ci_lo": null,1013 "ci_hi": null,1014 "page": 33,1015 "confidence": "high",1016 "notes": "Gas central heating =1"1017 },1018 {1019 "model_id": "T8-c4",1020 "var_name_printed": "Floor Area",1021 "taxonomy_id": "living_area",1022 "x_transform": "level",1023 "x_unit": "m2",1024 "beta": 0.008,1025 "se": null,1026 "t": 45.47,1027 "p": null,1028 "p_stars": "***",1029 "ci_lo": null,1030 "ci_hi": null,1031 "page": 33,1032 "confidence": "high",1033 "notes": ""1034 },1035 {1036 "model_id": "T8-c4",1037 "var_name_printed": "Gas Heat",1038 "taxonomy_id": "heating",1039 "x_transform": "binary",1040 "x_unit": "binary",1041 "beta": 0.079,1042 "se": null,1043 "t": 3.698,1044 "p": null,1045 "p_stars": "***",1046 "ci_lo": null,1047 "ci_hi": null,1048 "page": 33,1049 "confidence": "high",1050 "notes": "Gas central heating =1"1051 },1052 {1053 "model_id": "T8-c5",1054 "var_name_printed": "Floor Area",1055 "taxonomy_id": "living_area",1056 "x_transform": "level",1057 "x_unit": "m2",1058 "beta": 0.007,1059 "se": null,1060 "t": 34.19,1061 "p": null,1062 "p_stars": "***",1063 "ci_lo": null,1064 "ci_hi": null,1065 "page": 33,1066 "confidence": "high",1067 "notes": ""1068 },1069 {1070 "model_id": "T8-c5",1071 "var_name_printed": "Terr",1072 "taxonomy_id": "dwelling_type",1073 "x_transform": "dummy",1074 "x_unit": "binary",1075 "beta": -0.408,1076 "se": null,1077 "t": -16.597,1078 "p": null,1079 "p_stars": "***",1080 "ci_lo": null,1081 "ci_hi": null,1082 "page": 33,1083 "confidence": "high",1084 "notes": "Terraced =1; reference semi-detached"1085 },1086 {1087 "model_id": "T8-c5",1088 "var_name_printed": "Detach",1089 "taxonomy_id": "dwelling_type",1090 "x_transform": "dummy",1091 "x_unit": "binary",1092 "beta": 0.101,1093 "se": null,1094 "t": 3.916,1095 "p": null,1096 "p_stars": "***",1097 "ci_lo": null,1098 "ci_hi": null,1099 "page": 33,1100 "confidence": "high",1101 "notes": "Detached =1; reference semi-detached"1102 },1103 {1104 "model_id": "T8-c5",1105 "var_name_printed": "Apt",1106 "taxonomy_id": "dwelling_type",1107 "x_transform": "dummy",1108 "x_unit": "binary",1109 "beta": -0.094,1110 "se": null,1111 "t": -2.513,1112 "p": null,1113 "p_stars": "***",1114 "ci_lo": null,1115 "ci_hi": null,1116 "page": 33,1117 "confidence": "high",1118 "notes": "Apartment =1; reference semi-detached"1119 },1120 {1121 "model_id": "T8-c5",1122 "var_name_printed": "Pre1919",1123 "taxonomy_id": "age",1124 "x_transform": "dummy",1125 "x_unit": "construction period dummy",1126 "beta": 0.134,1127 "se": null,1128 "t": 6.409,1129 "p": null,1130 "p_stars": "***",1131 "ci_lo": null,1132 "ci_hi": null,1133 "page": 33,1134 "confidence": "high",1135 "notes": "Built pre-1919 =1 (construction-period dummy, not age in years)"1136 },1137 {1138 "model_id": "T8-c5",1139 "var_name_printed": "Early Modern",1140 "taxonomy_id": "age",1141 "x_transform": "dummy",1142 "x_unit": "construction period dummy",1143 "beta": 0.059,1144 "se": null,1145 "t": 1.699,1146 "p": null,1147 "p_stars": "",1148 "ci_lo": null,1149 "ci_hi": null,1150 "page": 33,1151 "confidence": "high",1152 "notes": "Early-modern construction period =1 (construction-period dummy, not age in years)"1153 },1154 {1155 "model_id": "T8-c5",1156 "var_name_printed": "Inter War",1157 "taxonomy_id": "age",1158 "x_transform": "dummy",1159 "x_unit": "construction period dummy",1160 "beta": -0.029,1161 "se": null,1162 "t": -1.288,1163 "p": null,1164 "p_stars": "",1165 "ci_lo": null,1166 "ci_hi": null,1167 "page": 33,1168 "confidence": "high",1169 "notes": "Inter-war construction period =1 (construction-period dummy, not age in years)"1170 },1171 {1172 "model_id": "T8-c5",1173 "var_name_printed": "Gas Heat",1174 "taxonomy_id": "heating",1175 "x_transform": "binary",1176 "x_unit": "binary",1177 "beta": 0.036,1178 "se": null,1179 "t": 1.984,1180 "p": null,1181 "p_stars": "**",1182 "ci_lo": null,1183 "ci_hi": null,1184 "page": 33,1185 "confidence": "high",1186 "notes": "Gas central heating =1"1187 },1188 {1189 "model_id": "T8-c5",1190 "var_name_printed": "EPC",1191 "taxonomy_id": "energy_efficiency",1192 "x_transform": "level",1193 "x_unit": "index (EPC SAP score points)",1194 "beta": 0.001,1195 "se": null,1196 "t": 2.155,1197 "p": null,1198 "p_stars": "*",1199 "ci_lo": null,1200 "ci_hi": null,1201 "page": 33,1202 "confidence": "high",1203 "notes": "Continuous EPC energy-efficiency score"1204 },1205 {1206 "model_id": "T8-c6",1207 "var_name_printed": "Floor Area",1208 "taxonomy_id": "living_area",1209 "x_transform": "level",1210 "x_unit": "m2",1211 "beta": 0.007,1212 "se": null,1213 "t": 34.573,1214 "p": null,1215 "p_stars": "***",1216 "ci_lo": null,1217 "ci_hi": null,1218 "page": 33,1219 "confidence": "high",1220 "notes": ""1221 },1222 {1223 "model_id": "T8-c6",1224 "var_name_printed": "Gas Heat",1225 "taxonomy_id": "heating",1226 "x_transform": "binary",1227 "x_unit": "binary",1228 "beta": 0.128,1229 "se": null,1230 "t": 6.249,1231 "p": null,1232 "p_stars": "***",1233 "ci_lo": null,1234 "ci_hi": null,1235 "page": 33,1236 "confidence": "high",1237 "notes": "Gas central heating =1"1238 },1239 {1240 "model_id": "T11-c1",1241 "var_name_printed": "Floor Area",1242 "taxonomy_id": "living_area",1243 "x_transform": "level",1244 "x_unit": "m2",1245 "beta": 0.006611,1246 "se": null,1247 "t": 33.88551,1248 "p": null,1249 "p_stars": "***",1250 "ci_lo": null,1251 "ci_hi": null,1252 "page": 35,1253 "confidence": "high",1254 "notes": ""1255 },1256 {1257 "model_id": "T11-c2",1258 "var_name_printed": "Floor Area",1259 "taxonomy_id": "living_area",1260 "x_transform": "level",1261 "x_unit": "m2",1262 "beta": 0.006795,1263 "se": null,1264 "t": 28.6727,1265 "p": null,1266 "p_stars": "***",1267 "ci_lo": null,1268 "ci_hi": null,1269 "page": 35,1270 "confidence": "high",1271 "notes": ""1272 },1273 {1274 "model_id": "T11-c3",1275 "var_name_printed": "Floor Area",1276 "taxonomy_id": "living_area",1277 "x_transform": "level",1278 "x_unit": "m2",1279 "beta": 0.006796,1280 "se": null,1281 "t": 28.72439,1282 "p": null,1283 "p_stars": "***",1284 "ci_lo": null,1285 "ci_hi": null,1286 "page": 35,1287 "confidence": "high",1288 "notes": ""1289 },1290 {1291 "model_id": "T11-c1",1292 "var_name_printed": "Terr",1293 "taxonomy_id": "dwelling_type",1294 "x_transform": "dummy",1295 "x_unit": "binary",1296 "beta": -0.398965,1297 "se": null,1298 "t": -15.9981,1299 "p": null,1300 "p_stars": "***",1301 "ci_lo": null,1302 "ci_hi": null,1303 "page": 35,1304 "confidence": "high",1305 "notes": "Terraced =1; reference semi-detached"1306 },1307 {1308 "model_id": "T11-c2",1309 "var_name_printed": "Terr",1310 "taxonomy_id": "dwelling_type",1311 "x_transform": "dummy",1312 "x_unit": "binary",1313 "beta": -0.36092,1314 "se": null,1315 "t": -11.5667,1316 "p": null,1317 "p_stars": "***",1318 "ci_lo": null,1319 "ci_hi": null,1320 "page": 35,1321 "confidence": "high",1322 "notes": "Terraced =1; reference semi-detached"1323 },1324 {1325 "model_id": "T11-c3",1326 "var_name_printed": "Terr",1327 "taxonomy_id": "dwelling_type",1328 "x_transform": "dummy",1329 "x_unit": "binary",1330 "beta": -0.363045,1331 "se": null,1332 "t": -11.64686,1333 "p": null,1334 "p_stars": "***",1335 "ci_lo": null,1336 "ci_hi": null,1337 "page": 35,1338 "confidence": "high",1339 "notes": "Terraced =1; reference semi-detached"1340 },1341 {1342 "model_id": "T11-c1",1343 "var_name_printed": "Detach",1344 "taxonomy_id": "dwelling_type",1345 "x_transform": "dummy",1346 "x_unit": "binary",1347 "beta": 0.099087,1348 "se": null,1349 "t": 3.837041,1350 "p": null,1351 "p_stars": "***",1352 "ci_lo": null,1353 "ci_hi": null,1354 "page": 35,1355 "confidence": "high",1356 "notes": "Detached =1; reference semi-detached"1357 },1358 {1359 "model_id": "T11-c2",1360 "var_name_printed": "Detach",1361 "taxonomy_id": "dwelling_type",1362 "x_transform": "dummy",1363 "x_unit": "binary",1364 "beta": 0.100533,1365 "se": null,1366 "t": 3.242625,1367 "p": null,1368 "p_stars": "***",1369 "ci_lo": null,1370 "ci_hi": null,1371 "page": 35,1372 "confidence": "high",1373 "notes": "Detached =1; reference semi-detached"1374 },1375 {1376 "model_id": "T11-c3",1377 "var_name_printed": "Detach",1378 "taxonomy_id": "dwelling_type",1379 "x_transform": "dummy",1380 "x_unit": "binary",1381 "beta": 0.102709,1382 "se": null,1383 "t": 3.316137,1384 "p": null,1385 "p_stars": "***",1386 "ci_lo": null,1387 "ci_hi": null,1388 "page": 35,1389 "confidence": "high",1390 "notes": "Detached =1; reference semi-detached"1391 },1392 {1393 "model_id": "T11-c1",1394 "var_name_printed": "Apt",1395 "taxonomy_id": "dwelling_type",1396 "x_transform": "dummy",1397 "x_unit": "binary",1398 "beta": -0.079251,1399 "se": null,1400 "t": -1.934257,1401 "p": null,1402 "p_stars": "*",1403 "ci_lo": null,1404 "ci_hi": null,1405 "page": 35,1406 "confidence": "high",1407 "notes": "Apartment =1; reference semi-detached"1408 },1409 {1410 "model_id": "T11-c2",1411 "var_name_printed": "Apt",1412 "taxonomy_id": "dwelling_type",1413 "x_transform": "dummy",1414 "x_unit": "binary",1415 "beta": -0.056519,1416 "se": null,1417 "t": -1.173586,1418 "p": null,1419 "p_stars": "",1420 "ci_lo": null,1421 "ci_hi": null,1422 "page": 35,1423 "confidence": "high",1424 "notes": "Apartment =1; reference semi-detached"1425 },1426 {1427 "model_id": "T11-c3",1428 "var_name_printed": "Apt",1429 "taxonomy_id": "dwelling_type",1430 "x_transform": "dummy",1431 "x_unit": "binary",1432 "beta": -0.057789,1433 "se": null,1434 "t": -1.201785,1435 "p": null,1436 "p_stars": "",1437 "ci_lo": null,1438 "ci_hi": null,1439 "page": 35,1440 "confidence": "high",1441 "notes": "Apartment =1; reference semi-detached"1442 },1443 {1444 "model_id": "T11-c1",1445 "var_name_printed": "Pre1919",1446 "taxonomy_id": "age",1447 "x_transform": "dummy",1448 "x_unit": "construction period dummy",1449 "beta": 0.054449,1450 "se": null,1451 "t": 1.484746,1452 "p": null,1453 "p_stars": "",1454 "ci_lo": null,1455 "ci_hi": null,1456 "page": 35,1457 "confidence": "high",1458 "notes": "Built pre-1919 =1 (construction-period dummy, not age in years)"1459 },1460 {1461 "model_id": "T11-c2",1462 "var_name_printed": "Pre1919",1463 "taxonomy_id": "age",1464 "x_transform": "dummy",1465 "x_unit": "construction period dummy",1466 "beta": 0.030529,1467 "se": null,1468 "t": 0.710688,1469 "p": null,1470 "p_stars": "",1471 "ci_lo": null,1472 "ci_hi": null,1473 "page": 35,1474 "confidence": "high",1475 "notes": "Built pre-1919 =1 (construction-period dummy, not age in years)"1476 },1477 {1478 "model_id": "T11-c3",1479 "var_name_printed": "Pre1919",1480 "taxonomy_id": "age",1481 "x_transform": "dummy",1482 "x_unit": "construction period dummy",1483 "beta": 0.035264,1484 "se": null,1485 "t": 0.821004,1486 "p": null,1487 "p_stars": "",1488 "ci_lo": null,1489 "ci_hi": null,1490 "page": 35,1491 "confidence": "high",1492 "notes": "Built pre-1919 =1 (construction-period dummy, not age in years)"1493 },1494 {1495 "model_id": "T11-c1",1496 "var_name_printed": "Early Modern",1497 "taxonomy_id": "age",1498 "x_transform": "dummy",1499 "x_unit": "construction period dummy",1500 "beta": -0.020627,1501 "se": null,1502 "t": -0.790323,1503 "p": null,1504 "p_stars": "",1505 "ci_lo": null,1506 "ci_hi": null,1507 "page": 35,1508 "confidence": "high",1509 "notes": "Early-modern construction period =1 (construction-period dummy, not age in years)"1510 },1511 {1512 "model_id": "T11-c2",1513 "var_name_printed": "Early Modern",1514 "taxonomy_id": "age",1515 "x_transform": "dummy",1516 "x_unit": "construction period dummy",1517 "beta": 0.007467,1518 "se": null,1519 "t": 0.226569,1520 "p": null,1521 "p_stars": "",1522 "ci_lo": null,1523 "ci_hi": null,1524 "page": 35,1525 "confidence": "high",1526 "notes": "Early-modern construction period =1 (construction-period dummy, not age in years)"1527 },1528 {1529 "model_id": "T11-c3",1530 "var_name_printed": "Early Modern",1531 "taxonomy_id": "age",1532 "x_transform": "dummy",1533 "x_unit": "construction period dummy",1534 "beta": 0.007792,1535 "se": null,1536 "t": 0.236813,1537 "p": null,1538 "p_stars": "",1539 "ci_lo": null,1540 "ci_hi": null,1541 "page": 35,1542 "confidence": "high",1543 "notes": "Early-modern construction period =1 (construction-period dummy, not age in years)"1544 },1545 {1546 "model_id": "T11-c1",1547 "var_name_printed": "Inter War",1548 "taxonomy_id": "age",1549 "x_transform": "dummy",1550 "x_unit": "construction period dummy",1551 "beta": 0.04319,1552 "se": null,1553 "t": 1.496247,1554 "p": null,1555 "p_stars": "",1556 "ci_lo": null,1557 "ci_hi": null,1558 "page": 35,1559 "confidence": "high",1560 "notes": "Inter-war construction period =1 (construction-period dummy, not age in years)"1561 },1562 {1563 "model_id": "T11-c2",1564 "var_name_printed": "Inter War",1565 "taxonomy_id": "age",1566 "x_transform": "dummy",1567 "x_unit": "construction period dummy",1568 "beta": 0.030309,1569 "se": null,1570 "t": 0.850356,1571 "p": null,1572 "p_stars": "",1573 "ci_lo": null,1574 "ci_hi": null,1575 "page": 35,1576 "confidence": "high",1577 "notes": "Inter-war construction period =1 (construction-period dummy, not age in years)"1578 },1579 {1580 "model_id": "T11-c3",1581 "var_name_printed": "Inter War",1582 "taxonomy_id": "age",1583 "x_transform": "dummy",1584 "x_unit": "construction period dummy",1585 "beta": 0.024715,1586 "se": null,1587 "t": 0.6924,1588 "p": null,1589 "p_stars": "",1590 "ci_lo": null,1591 "ci_hi": null,1592 "page": 35,1593 "confidence": "high",1594 "notes": "Inter-war construction period =1 (construction-period dummy, not age in years)"1595 },1596 {1597 "model_id": "T11-c1",1598 "var_name_printed": "Gas Heat",1599 "taxonomy_id": "heating",1600 "x_transform": "binary",1601 "x_unit": "binary",1602 "beta": 0.128549,1603 "se": null,1604 "t": 6.05882,1605 "p": null,1606 "p_stars": "***",1607 "ci_lo": null,1608 "ci_hi": null,1609 "page": 36,1610 "confidence": "high",1611 "notes": "Gas central heating =1"1612 },1613 {1614 "model_id": "T11-c2",1615 "var_name_printed": "Gas Heat",1616 "taxonomy_id": "heating",1617 "x_transform": "binary",1618 "x_unit": "binary",1619 "beta": 0.108793,1620 "se": null,1621 "t": 4.202728,1622 "p": null,1623 "p_stars": "",1624 "ci_lo": null,1625 "ci_hi": null,1626 "page": 36,1627 "confidence": "high",1628 "notes": "Gas central heating =1 printed without stars despite t=4.20"1629 },1630 {1631 "model_id": "T11-c3",1632 "var_name_printed": "Gas Heat",1633 "taxonomy_id": "heating",1634 "x_transform": "binary",1635 "x_unit": "binary",1636 "beta": 0.10717,1637 "se": null,1638 "t": 4.14469,1639 "p": null,1640 "p_stars": "***",1641 "ci_lo": null,1642 "ci_hi": null,1643 "page": 36,1644 "confidence": "high",1645 "notes": "Gas central heating =1"1646 },1647 {1648 "model_id": "T11-c1",1649 "var_name_printed": "No Garage",1650 "taxonomy_id": "garage",1651 "x_transform": "binary",1652 "x_unit": "binary",1653 "beta": -0.017509,1654 "se": null,1655 "t": -0.907136,1656 "p": null,1657 "p_stars": "",1658 "ci_lo": null,1659 "ci_hi": null,1660 "page": 36,1661 "confidence": "high",1662 "notes": "Reverse-coded: no garage =1"1663 },1664 {1665 "model_id": "T11-c2",1666 "var_name_printed": "No Garage",1667 "taxonomy_id": "garage",1668 "x_transform": "binary",1669 "x_unit": "binary",1670 "beta": 0.000841,1671 "se": null,1672 "t": 0.035559,1673 "p": null,1674 "p_stars": "",1675 "ci_lo": null,1676 "ci_hi": null,1677 "page": 36,1678 "confidence": "high",1679 "notes": "Reverse-coded: no garage =1"1680 },1681 {1682 "model_id": "T11-c3",1683 "var_name_printed": "No Garage",1684 "taxonomy_id": "garage",1685 "x_transform": "binary",1686 "x_unit": "binary",1687 "beta": 0.001888,1688 "se": null,1689 "t": 0.079952,1690 "p": null,1691 "p_stars": "",1692 "ci_lo": null,1693 "ci_hi": null,1694 "page": 36,1695 "confidence": "high",1696 "notes": "Reverse-coded: no garage =1"1697 },1698 {1699 "model_id": "T11-c1",1700 "var_name_printed": "EPC",1701 "taxonomy_id": "energy_efficiency",1702 "x_transform": "level",1703 "x_unit": "index (EPC SAP score points)",1704 "beta": 0.001248,1705 "se": null,1706 "t": 2.05993,1707 "p": null,1708 "p_stars": "**",1709 "ci_lo": null,1710 "ci_hi": null,1711 "page": 36,1712 "confidence": "high",1713 "notes": "Continuous EPC energy-efficiency score"1714 },1715 {1716 "model_id": "T11-c2",1717 "var_name_printed": "EPC",1718 "taxonomy_id": "energy_efficiency",1719 "x_transform": "level",1720 "x_unit": "index (EPC SAP score points)",1721 "beta": 0.001204,1722 "se": null,1723 "t": 1.671947,1724 "p": null,1725 "p_stars": "*",1726 "ci_lo": null,1727 "ci_hi": null,1728 "page": 36,1729 "confidence": "high",1730 "notes": "Continuous EPC energy-efficiency score"1731 },1732 {1733 "model_id": "T11-c3",1734 "var_name_printed": "EPC",1735 "taxonomy_id": "energy_efficiency",1736 "x_transform": "level",1737 "x_unit": "index (EPC SAP score points)",1738 "beta": 0.036022,1739 "se": null,1740 "t": 2.081373,1741 "p": null,1742 "p_stars": "**",1743 "ci_lo": null,1744 "ci_hi": null,1745 "page": 36,1746 "confidence": "high",1747 "notes": "Continuous EPC energy-efficiency score Model 15 also includes W*P*EPC interaction; EPC main effect conditional on it"1748 }1749 ]1750}