1{2 "record_id": "11ddac3108d5fcc806866635ea2276160f2ca53d",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Coastal armoring and sinking property values: the case of seawalls in California",7 "year": 2020,8 "doi": "10.1007/s10018-020-00278-3",9 "country": "United States",10 "region_city": "San Diego County and Santa Cruz County, California (homes within 1,000 ft of the shoreline)",11 "sample_start": 1944,12 "sample_end": 1999,13 "property_type": "single_family",14 "price_type": "transaction",15 "data_source": "Heinz Center (2000) coastal erosion survey: owner-reported purchase price and characteristics from mail questionnaire, cross-referenced with county assessor records; field-measured elevation, beach width, erosion reference feature",16 "document_type": "journal",17 "estimators": [18 "OLS",19 "spatial_lag",20 "spatial_error",21 "SAC"22 ],23 "spatial_method": "spatial lag, spatial error and SARAR(1,1) ML models with inverse-distance weights (Santa Cruz only)",24 "time_fe": false,25 "location_fe": false,26 "se_type": "robust",27 "n_obs_total": 283,28 "ai_methods": [],29 "notes": "Log-log hedonic model (Eq. 4): ln(price) on ln of all continuous regressors plus dummies; authors state all coefficients are elasticities. Price = owner-reported purchase price (survey), deflated to 2014 US$; year of purchase 1944-1999 (price appreciation captured by 'Years since last transaction'). Robust SEs in parentheses; *, **, *** = 10, 5, 1%. Table 2: OLS, 3 specifications (all variables; reduced model dropping bedrooms/geotime/elevation/distance/beach width/post-FIRM; reduced model also dropping nourishment dummies) x 3 samples (combined, San Diego, Santa Cruz). Table 4: Santa Cruz only, spatial lag / spatial error / SARAR with the same 3 specifications. The San Diego county indicator (combined models) treated as a location dummy and not extracted; constants, lambda/rho not extracted. Elevation has negative minimum values in Table 1 although entered in logs per Eq. 4 (as printed)."30 },31 "models": [32 {33 "model_id": "T2-c1",34 "table": "2",35 "column": "1",36 "page": 9,37 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",38 "dep_transform": "log",39 "estimator": "OLS",40 "n_obs": 247,41 "r2": 0.557,42 "se_or_t_in_parentheses": "se",43 "sample_subset": "Combined; All variables; adj. R2 0.522"44 },45 {46 "model_id": "T2-c2",47 "table": "2",48 "column": "2",49 "page": 9,50 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",51 "dep_transform": "log",52 "estimator": "OLS",53 "n_obs": 130,54 "r2": 0.623,55 "se_or_t_in_parentheses": "se",56 "sample_subset": "San Diego; All variables; adj. R2 0.566"57 },58 {59 "model_id": "T2-c3",60 "table": "2",61 "column": "3",62 "page": 9,63 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",64 "dep_transform": "log",65 "estimator": "OLS",66 "n_obs": 117,67 "r2": 0.55,68 "se_or_t_in_parentheses": "se",69 "sample_subset": "Santa Cruz; All variables; adj. R2 0.473"70 },71 {72 "model_id": "T2-c4",73 "table": "2",74 "column": "4",75 "page": 9,76 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",77 "dep_transform": "log",78 "estimator": "OLS",79 "n_obs": 281,80 "r2": 0.516,81 "se_or_t_in_parentheses": "se",82 "sample_subset": "Combined; Reduced model (drops bedrooms, Geotime, elevation, distance to water, beach width, post-FIRM); adj. R2 0.496"83 },84 {85 "model_id": "T2-c5",86 "table": "2",87 "column": "5",88 "page": 9,89 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",90 "dep_transform": "log",91 "estimator": "OLS",92 "n_obs": 130,93 "r2": 0.574,94 "se_or_t_in_parentheses": "se",95 "sample_subset": "San Diego; Reduced model (drops bedrooms, Geotime, elevation, distance to water, beach width, post-FIRM); adj. R2 0.538"96 },97 {98 "model_id": "T2-c6",99 "table": "2",100 "column": "6",101 "page": 9,102 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",103 "dep_transform": "log",104 "estimator": "OLS",105 "n_obs": 151,106 "r2": 0.497,107 "se_or_t_in_parentheses": "se",108 "sample_subset": "Santa Cruz; Reduced model (drops bedrooms, Geotime, elevation, distance to water, beach width, post-FIRM); adj. R2 0.461"109 },110 {111 "model_id": "T2-c7",112 "table": "2",113 "column": "7",114 "page": 9,115 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",116 "dep_transform": "log",117 "estimator": "OLS",118 "n_obs": 281,119 "r2": 0.513,120 "se_or_t_in_parentheses": "se",121 "sample_subset": "Combined; Reduced model 2 (also drops nourishment dummies); adj. R2 0.497"122 },123 {124 "model_id": "T2-c8",125 "table": "2",126 "column": "8",127 "page": 9,128 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",129 "dep_transform": "log",130 "estimator": "OLS",131 "n_obs": 130,132 "r2": 0.572,133 "se_or_t_in_parentheses": "se",134 "sample_subset": "San Diego; Reduced model 2 (also drops nourishment dummies); adj. R2 0.544"135 },136 {137 "model_id": "T2-c9",138 "table": "2",139 "column": "9",140 "page": 9,141 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",142 "dep_transform": "log",143 "estimator": "OLS",144 "n_obs": 151,145 "r2": 0.486,146 "se_or_t_in_parentheses": "se",147 "sample_subset": "Santa Cruz; Reduced model 2 (also drops nourishment dummies); adj. R2 0.457"148 },149 {150 "model_id": "T4-c1",151 "table": "4",152 "column": "Spatial lag model (1)",153 "page": 17,154 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",155 "dep_transform": "log",156 "estimator": "spatial_lag",157 "n_obs": 117,158 "r2": null,159 "se_or_t_in_parentheses": "se",160 "sample_subset": "Santa Cruz only; Spatial lag model; All variables; ML estimation, inverse-distance weights; log-likelihood -71.103"161 },162 {163 "model_id": "T4-c2",164 "table": "4",165 "column": "Spatial lag model (2)",166 "page": 17,167 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",168 "dep_transform": "log",169 "estimator": "spatial_lag",170 "n_obs": 151,171 "r2": null,172 "se_or_t_in_parentheses": "se",173 "sample_subset": "Santa Cruz only; Spatial lag model; Reduced model (drops bedrooms, Geotime, elevation, distance to water, beach width, post-FIRM); ML estimation, inverse-distance weights; log-likelihood -106.39"174 },175 {176 "model_id": "T4-c3",177 "table": "4",178 "column": "Spatial lag model (3)",179 "page": 17,180 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",181 "dep_transform": "log",182 "estimator": "spatial_lag",183 "n_obs": 151,184 "r2": null,185 "se_or_t_in_parentheses": "se",186 "sample_subset": "Santa Cruz only; Spatial lag model; Reduced model 2 (also drops nourishment dummies); ML estimation, inverse-distance weights; log-likelihood -107.966"187 },188 {189 "model_id": "T4-c4",190 "table": "4",191 "column": "Spatial error model (1)",192 "page": 17,193 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",194 "dep_transform": "log",195 "estimator": "spatial_error",196 "n_obs": 117,197 "r2": null,198 "se_or_t_in_parentheses": "se",199 "sample_subset": "Santa Cruz only; Spatial error model; All variables; ML estimation, inverse-distance weights; log-likelihood -71.586"200 },201 {202 "model_id": "T4-c5",203 "table": "4",204 "column": "Spatial error model (2)",205 "page": 17,206 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",207 "dep_transform": "log",208 "estimator": "spatial_error",209 "n_obs": 151,210 "r2": null,211 "se_or_t_in_parentheses": "se",212 "sample_subset": "Santa Cruz only; Spatial error model; Reduced model (drops bedrooms, Geotime, elevation, distance to water, beach width, post-FIRM); ML estimation, inverse-distance weights; log-likelihood -106.167"213 },214 {215 "model_id": "T4-c6",216 "table": "4",217 "column": "Spatial error model (3)",218 "page": 17,219 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",220 "dep_transform": "log",221 "estimator": "spatial_error",222 "n_obs": 151,223 "r2": null,224 "se_or_t_in_parentheses": "se",225 "sample_subset": "Santa Cruz only; Spatial error model; Reduced model 2 (also drops nourishment dummies); ML estimation, inverse-distance weights; log-likelihood -107.833"226 },227 {228 "model_id": "T4-c7",229 "table": "4",230 "column": "Spatial ARAR(1,1) model (1)",231 "page": 17,232 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",233 "dep_transform": "log",234 "estimator": "SAC",235 "n_obs": 117,236 "r2": null,237 "se_or_t_in_parentheses": "se",238 "sample_subset": "Santa Cruz only; Spatial ARAR(1,1) model; All variables; ML estimation, inverse-distance weights; log-likelihood -70.669"239 },240 {241 "model_id": "T4-c8",242 "table": "4",243 "column": "Spatial ARAR(1,1) model (2)",244 "page": 17,245 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",246 "dep_transform": "log",247 "estimator": "SAC",248 "n_obs": 151,249 "r2": null,250 "se_or_t_in_parentheses": "se",251 "sample_subset": "Santa Cruz only; Spatial ARAR(1,1) model; Reduced model (drops bedrooms, Geotime, elevation, distance to water, beach width, post-FIRM); ML estimation, inverse-distance weights; log-likelihood -105.846"252 },253 {254 "model_id": "T4-c9",255 "table": "4",256 "column": "Spatial ARAR(1,1) model (3)",257 "page": 17,258 "dep_var": "ln(property price), owner-reported purchase price in 2014 US$",259 "dep_transform": "log",260 "estimator": "SAC",261 "n_obs": 151,262 "r2": null,263 "se_or_t_in_parentheses": "se",264 "sample_subset": "Santa Cruz only; Spatial ARAR(1,1) model; Reduced model 2 (also drops nourishment dummies); ML estimation, inverse-distance weights; log-likelihood -107.458"265 }266 ],267 "coefficients": [268 {269 "model_id": "T2-c1",270 "var_name_printed": "Seawall (0−1)",271 "taxonomy_id": "other",272 "x_transform": "binary",273 "x_unit": "binary (property protected by seawall/armoring)",274 "beta": 0.099,275 "se": 0.13,276 "t": null,277 "p": null,278 "p_stars": "",279 "ci_lo": null,280 "ci_hi": null,281 "page": 9,282 "confidence": "high",283 "notes": ""284 },285 {286 "model_id": "T2-c2",287 "var_name_printed": "Seawall (0−1)",288 "taxonomy_id": "other",289 "x_transform": "binary",290 "x_unit": "binary (property protected by seawall/armoring)",291 "beta": 0.216,292 "se": 0.182,293 "t": null,294 "p": null,295 "p_stars": "",296 "ci_lo": null,297 "ci_hi": null,298 "page": 9,299 "confidence": "high",300 "notes": ""301 },302 {303 "model_id": "T2-c3",304 "var_name_printed": "Seawall (0−1)",305 "taxonomy_id": "other",306 "x_transform": "binary",307 "x_unit": "binary (property protected by seawall/armoring)",308 "beta": 0.1,309 "se": 0.206,310 "t": null,311 "p": null,312 "p_stars": "",313 "ci_lo": null,314 "ci_hi": null,315 "page": 9,316 "confidence": "high",317 "notes": ""318 },319 {320 "model_id": "T2-c4",321 "var_name_printed": "Seawall (0−1)",322 "taxonomy_id": "other",323 "x_transform": "binary",324 "x_unit": "binary (property protected by seawall/armoring)",325 "beta": 0.114,326 "se": 0.11,327 "t": null,328 "p": null,329 "p_stars": "",330 "ci_lo": null,331 "ci_hi": null,332 "page": 9,333 "confidence": "high",334 "notes": ""335 },336 {337 "model_id": "T2-c5",338 "var_name_printed": "Seawall (0−1)",339 "taxonomy_id": "other",340 "x_transform": "binary",341 "x_unit": "binary (property protected by seawall/armoring)",342 "beta": 0.223,343 "se": 0.159,344 "t": null,345 "p": null,346 "p_stars": "",347 "ci_lo": null,348 "ci_hi": null,349 "page": 9,350 "confidence": "high",351 "notes": ""352 },353 {354 "model_id": "T2-c6",355 "var_name_printed": "Seawall (0−1)",356 "taxonomy_id": "other",357 "x_transform": "binary",358 "x_unit": "binary (property protected by seawall/armoring)",359 "beta": 0.068,360 "se": 0.157,361 "t": null,362 "p": null,363 "p_stars": "",364 "ci_lo": null,365 "ci_hi": null,366 "page": 9,367 "confidence": "high",368 "notes": ""369 },370 {371 "model_id": "T2-c7",372 "var_name_printed": "Seawall (0−1)",373 "taxonomy_id": "other",374 "x_transform": "binary",375 "x_unit": "binary (property protected by seawall/armoring)",376 "beta": 0.079,377 "se": 0.107,378 "t": null,379 "p": null,380 "p_stars": "",381 "ci_lo": null,382 "ci_hi": null,383 "page": 9,384 "confidence": "high",385 "notes": ""386 },387 {388 "model_id": "T2-c8",389 "var_name_printed": "Seawall (0−1)",390 "taxonomy_id": "other",391 "x_transform": "binary",392 "x_unit": "binary (property protected by seawall/armoring)",393 "beta": 0.216,394 "se": 0.157,395 "t": null,396 "p": null,397 "p_stars": "",398 "ci_lo": null,399 "ci_hi": null,400 "page": 9,401 "confidence": "high",402 "notes": ""403 },404 {405 "model_id": "T2-c9",406 "var_name_printed": "Seawall (0−1)",407 "taxonomy_id": "other",408 "x_transform": "binary",409 "x_unit": "binary (property protected by seawall/armoring)",410 "beta": -0.007,411 "se": 0.146,412 "t": null,413 "p": null,414 "p_stars": "",415 "ci_lo": null,416 "ci_hi": null,417 "page": 9,418 "confidence": "high",419 "notes": ""420 },421 {422 "model_id": "T2-c1",423 "var_name_printed": "Percent seawalled (%)",424 "taxonomy_id": "other",425 "x_transform": "log",426 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",427 "beta": -0.08,428 "se": 0.03,429 "t": null,430 "p": null,431 "p_stars": "***",432 "ci_lo": null,433 "ci_hi": null,434 "page": 9,435 "confidence": "high",436 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"437 },438 {439 "model_id": "T2-c2",440 "var_name_printed": "Percent seawalled (%)",441 "taxonomy_id": "other",442 "x_transform": "log",443 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",444 "beta": -0.038,445 "se": 0.045,446 "t": null,447 "p": null,448 "p_stars": "",449 "ci_lo": null,450 "ci_hi": null,451 "page": 9,452 "confidence": "high",453 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"454 },455 {456 "model_id": "T2-c3",457 "var_name_printed": "Percent seawalled (%)",458 "taxonomy_id": "other",459 "x_transform": "log",460 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",461 "beta": -0.111,462 "se": 0.05,463 "t": null,464 "p": null,465 "p_stars": "**",466 "ci_lo": null,467 "ci_hi": null,468 "page": 9,469 "confidence": "high",470 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"471 },472 {473 "model_id": "T2-c4",474 "var_name_printed": "Percent seawalled (%)",475 "taxonomy_id": "other",476 "x_transform": "log",477 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",478 "beta": -0.091,479 "se": 0.024,480 "t": null,481 "p": null,482 "p_stars": "***",483 "ci_lo": null,484 "ci_hi": null,485 "page": 9,486 "confidence": "high",487 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"488 },489 {490 "model_id": "T2-c5",491 "var_name_printed": "Percent seawalled (%)",492 "taxonomy_id": "other",493 "x_transform": "log",494 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",495 "beta": -0.061,496 "se": 0.038,497 "t": null,498 "p": null,499 "p_stars": "",500 "ci_lo": null,501 "ci_hi": null,502 "page": 9,503 "confidence": "high",504 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"505 },506 {507 "model_id": "T2-c6",508 "var_name_printed": "Percent seawalled (%)",509 "taxonomy_id": "other",510 "x_transform": "log",511 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",512 "beta": -0.1,513 "se": 0.028,514 "t": null,515 "p": null,516 "p_stars": "***",517 "ci_lo": null,518 "ci_hi": null,519 "page": 9,520 "confidence": "high",521 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"522 },523 {524 "model_id": "T2-c7",525 "var_name_printed": "Percent seawalled (%)",526 "taxonomy_id": "other",527 "x_transform": "log",528 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",529 "beta": -0.088,530 "se": 0.024,531 "t": null,532 "p": null,533 "p_stars": "***",534 "ci_lo": null,535 "ci_hi": null,536 "page": 9,537 "confidence": "high",538 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"539 },540 {541 "model_id": "T2-c8",542 "var_name_printed": "Percent seawalled (%)",543 "taxonomy_id": "other",544 "x_transform": "log",545 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",546 "beta": -0.065,547 "se": 0.038,548 "t": null,549 "p": null,550 "p_stars": "*",551 "ci_lo": null,552 "ci_hi": null,553 "page": 9,554 "confidence": "high",555 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"556 },557 {558 "model_id": "T2-c9",559 "var_name_printed": "Percent seawalled (%)",560 "taxonomy_id": "other",561 "x_transform": "log",562 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",563 "beta": -0.094,564 "se": 0.028,565 "t": null,566 "p": null,567 "p_stars": "***",568 "ci_lo": null,569 "ci_hi": null,570 "page": 9,571 "confidence": "high",572 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"573 },574 {575 "model_id": "T2-c1",576 "var_name_printed": "House size (sq. ft.)",577 "taxonomy_id": "living_area",578 "x_transform": "log",579 "x_unit": "sqft",580 "beta": 0.516,581 "se": 0.113,582 "t": null,583 "p": null,584 "p_stars": "***",585 "ci_lo": null,586 "ci_hi": null,587 "page": 9,588 "confidence": "high",589 "notes": ""590 },591 {592 "model_id": "T2-c2",593 "var_name_printed": "House size (sq. ft.)",594 "taxonomy_id": "living_area",595 "x_transform": "log",596 "x_unit": "sqft",597 "beta": 0.498,598 "se": 0.125,599 "t": null,600 "p": null,601 "p_stars": "***",602 "ci_lo": null,603 "ci_hi": null,604 "page": 9,605 "confidence": "high",606 "notes": ""607 },608 {609 "model_id": "T2-c3",610 "var_name_printed": "House size (sq. ft.)",611 "taxonomy_id": "living_area",612 "x_transform": "log",613 "x_unit": "sqft",614 "beta": 0.523,615 "se": 0.163,616 "t": null,617 "p": null,618 "p_stars": "***",619 "ci_lo": null,620 "ci_hi": null,621 "page": 9,622 "confidence": "high",623 "notes": ""624 },625 {626 "model_id": "T2-c4",627 "var_name_printed": "House size (sq. ft.)",628 "taxonomy_id": "living_area",629 "x_transform": "log",630 "x_unit": "sqft",631 "beta": 0.496,632 "se": 0.089,633 "t": null,634 "p": null,635 "p_stars": "***",636 "ci_lo": null,637 "ci_hi": null,638 "page": 9,639 "confidence": "high",640 "notes": ""641 },642 {643 "model_id": "T2-c5",644 "var_name_printed": "House size (sq. ft.)",645 "taxonomy_id": "living_area",646 "x_transform": "log",647 "x_unit": "sqft",648 "beta": 0.455,649 "se": 0.105,650 "t": null,651 "p": null,652 "p_stars": "***",653 "ci_lo": null,654 "ci_hi": null,655 "page": 9,656 "confidence": "high",657 "notes": ""658 },659 {660 "model_id": "T2-c6",661 "var_name_printed": "House size (sq. ft.)",662 "taxonomy_id": "living_area",663 "x_transform": "log",664 "x_unit": "sqft",665 "beta": 0.48,666 "se": 0.131,667 "t": null,668 "p": null,669 "p_stars": "***",670 "ci_lo": null,671 "ci_hi": null,672 "page": 9,673 "confidence": "high",674 "notes": ""675 },676 {677 "model_id": "T2-c7",678 "var_name_printed": "House size (sq. ft.)",679 "taxonomy_id": "living_area",680 "x_transform": "log",681 "x_unit": "sqft",682 "beta": 0.494,683 "se": 0.088,684 "t": null,685 "p": null,686 "p_stars": "***",687 "ci_lo": null,688 "ci_hi": null,689 "page": 9,690 "confidence": "high",691 "notes": ""692 },693 {694 "model_id": "T2-c8",695 "var_name_printed": "House size (sq. ft.)",696 "taxonomy_id": "living_area",697 "x_transform": "log",698 "x_unit": "sqft",699 "beta": 0.46,700 "se": 0.104,701 "t": null,702 "p": null,703 "p_stars": "***",704 "ci_lo": null,705 "ci_hi": null,706 "page": 9,707 "confidence": "high",708 "notes": ""709 },710 {711 "model_id": "T2-c9",712 "var_name_printed": "House size (sq. ft.)",713 "taxonomy_id": "living_area",714 "x_transform": "log",715 "x_unit": "sqft",716 "beta": 0.504,717 "se": 0.129,718 "t": null,719 "p": null,720 "p_stars": "***",721 "ci_lo": null,722 "ci_hi": null,723 "page": 9,724 "confidence": "high",725 "notes": ""726 },727 {728 "model_id": "T2-c1",729 "var_name_printed": "Lot size (sq. ft.)",730 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"notes": "flood protection measure; entered in logs per Eq. 4"1865 },1866 {1867 "model_id": "T2-c2",1868 "var_name_printed": "Elevation (ft.)",1869 "taxonomy_id": "flood_risk",1870 "x_transform": "log",1871 "x_unit": "ft (first-floor height above base flood elevation), log",1872 "beta": -0.004,1873 "se": 0.027,1874 "t": null,1875 "p": null,1876 "p_stars": "",1877 "ci_lo": null,1878 "ci_hi": null,1879 "page": 10,1880 "confidence": "high",1881 "notes": "flood protection measure; entered in logs per Eq. 4"1882 },1883 {1884 "model_id": "T2-c3",1885 "var_name_printed": "Elevation (ft.)",1886 "taxonomy_id": "flood_risk",1887 "x_transform": "log",1888 "x_unit": "ft (first-floor height above base flood elevation), log",1889 "beta": 0.02,1890 "se": 0.023,1891 "t": null,1892 "p": null,1893 "p_stars": "",1894 "ci_lo": null,1895 "ci_hi": null,1896 "page": 10,1897 "confidence": "high",1898 "notes": "flood protection measure; entered in logs per Eq. 4"1899 },1900 {1901 "model_id": "T2-c1",1902 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"model_id": "T2-c3",2038 "var_name_printed": "Built Post-FIRM",2039 "taxonomy_id": "flood_risk",2040 "x_transform": "binary",2041 "x_unit": "binary (built after Flood Insurance Rate Map publication)",2042 "beta": -0.476,2043 "se": 0.401,2044 "t": null,2045 "p": null,2046 "p_stars": "",2047 "ci_lo": null,2048 "ci_hi": null,2049 "page": 10,2050 "confidence": "high",2051 "notes": ""2052 },2053 {2054 "model_id": "T4-c1",2055 "var_name_printed": "Seawall (0−1)",2056 "taxonomy_id": "other",2057 "x_transform": "binary",2058 "x_unit": "binary (property protected by seawall/armoring)",2059 "beta": 0.094,2060 "se": 0.161,2061 "t": null,2062 "p": null,2063 "p_stars": "",2064 "ci_lo": null,2065 "ci_hi": null,2066 "page": 17,2067 "confidence": "high",2068 "notes": ""2069 },2070 {2071 "model_id": "T4-c2",2072 "var_name_printed": "Seawall (0−1)",2073 "taxonomy_id": "other",2074 "x_transform": "binary",2075 "x_unit": "binary (property protected by seawall/armoring)",2076 "beta": 0.068,2077 "se": 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"taxonomy_id": "other",2125 "x_transform": "binary",2126 "x_unit": "binary (property protected by seawall/armoring)",2127 "beta": 0.06,2128 "se": 0.136,2129 "t": null,2130 "p": null,2131 "p_stars": "",2132 "ci_lo": null,2133 "ci_hi": null,2134 "page": 17,2135 "confidence": "high",2136 "notes": ""2137 },2138 {2139 "model_id": "T4-c6",2140 "var_name_printed": "Seawall (0−1)",2141 "taxonomy_id": "other",2142 "x_transform": "binary",2143 "x_unit": "binary (property protected by seawall/armoring)",2144 "beta": -0.011,2145 "se": 0.126,2146 "t": null,2147 "p": null,2148 "p_stars": "",2149 "ci_lo": null,2150 "ci_hi": null,2151 "page": 17,2152 "confidence": "high",2153 "notes": ""2154 },2155 {2156 "model_id": "T4-c7",2157 "var_name_printed": "Seawall (0−1)",2158 "taxonomy_id": "other",2159 "x_transform": "binary",2160 "x_unit": "binary (property protected by seawall/armoring)",2161 "beta": 0.084,2162 "se": 0.157,2163 "t": null,2164 "p": null,2165 "p_stars": "",2166 "ci_lo": null,2167 "ci_hi": null,2168 "page": 17,2169 "confidence": "high",2170 "notes": ""2171 },2172 {2173 "model_id": "T4-c8",2174 "var_name_printed": "Seawall (0−1)",2175 "taxonomy_id": "other",2176 "x_transform": "binary",2177 "x_unit": "binary (property protected by seawall/armoring)",2178 "beta": 0.046,2179 "se": 0.132,2180 "t": null,2181 "p": null,2182 "p_stars": "",2183 "ci_lo": null,2184 "ci_hi": null,2185 "page": 17,2186 "confidence": "high",2187 "notes": ""2188 },2189 {2190 "model_id": "T4-c9",2191 "var_name_printed": "Seawall (0−1)",2192 "taxonomy_id": "other",2193 "x_transform": "binary",2194 "x_unit": "binary (property protected by seawall/armoring)",2195 "beta": -0.026,2196 "se": 0.123,2197 "t": null,2198 "p": null,2199 "p_stars": "",2200 "ci_lo": null,2201 "ci_hi": null,2202 "page": 17,2203 "confidence": "high",2204 "notes": ""2205 },2206 {2207 "model_id": "T4-c1",2208 "var_name_printed": "Percent seawalled (%)",2209 "taxonomy_id": "other",2210 "x_transform": "log",2211 "x_unit": "share (% of 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"se": 0.037,2282 "t": null,2283 "p": null,2284 "p_stars": "***",2285 "ci_lo": null,2286 "ci_hi": null,2287 "page": 17,2288 "confidence": "high",2289 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"2290 },2291 {2292 "model_id": "T4-c6",2293 "var_name_printed": "Percent seawalled (%)",2294 "taxonomy_id": "other",2295 "x_transform": "log",2296 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",2297 "beta": -0.094,2298 "se": 0.038,2299 "t": null,2300 "p": null,2301 "p_stars": "**",2302 "ci_lo": null,2303 "ci_hi": null,2304 "page": 17,2305 "confidence": "high",2306 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"2307 },2308 {2309 "model_id": "T4-c7",2310 "var_name_printed": "Percent seawalled (%)",2311 "taxonomy_id": "other",2312 "x_transform": "log",2313 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",2314 "beta": -0.081,2315 "se": 0.047,2316 "t": null,2317 "p": null,2318 "p_stars": "*",2319 "ci_lo": null,2320 "ci_hi": null,2321 "page": 17,2322 "confidence": "high",2323 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"2324 },2325 {2326 "model_id": "T4-c8",2327 "var_name_printed": "Percent seawalled (%)",2328 "taxonomy_id": "other",2329 "x_transform": "log",2330 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",2331 "beta": -0.09,2332 "se": 0.035,2333 "t": null,2334 "p": null,2335 "p_stars": "**",2336 "ci_lo": null,2337 "ci_hi": null,2338 "page": 17,2339 "confidence": "high",2340 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"2341 },2342 {2343 "model_id": "T4-c9",2344 "var_name_printed": "Percent seawalled (%)",2345 "taxonomy_id": "other",2346 "x_transform": "log",2347 "x_unit": "share (% of waterfront structures in beach community with seawalls), log",2348 "beta": -0.084,2349 "se": 0.035,2350 "t": null,2351 "p": null,2352 "p_stars": "**",2353 "ci_lo": null,2354 "ci_hi": null,2355 "page": 17,2356 "confidence": "high",2357 "notes": "extent of coastal armoring in the beach community; log per Eq. 4"2358 },2359 {2360 "model_id": "T4-c1",2361 "var_name_printed": "House size (sq. ft.)",2362 "taxonomy_id": "living_area",2363 "x_transform": "log",2364 "x_unit": "sqft",2365 "beta": 0.496,2366 "se": 0.155,2367 "t": null,2368 "p": null,2369 "p_stars": "***",2370 "ci_lo": null,2371 "ci_hi": null,2372 "page": 17,2373 "confidence": "high",2374 "notes": ""2375 },2376 {2377 "model_id": "T4-c2",2378 "var_name_printed": "House size (sq. ft.)",2379 "taxonomy_id": "living_area",2380 "x_transform": "log",2381 "x_unit": "sqft",2382 "beta": 0.48,2383 "se": 0.117,2384 "t": null,2385 "p": null,2386 "p_stars": "***",2387 "ci_lo": null,2388 "ci_hi": null,2389 "page": 17,2390 "confidence": "high",2391 "notes": ""2392 },2393 {2394 "model_id": "T4-c3",2395 "var_name_printed": "House size (sq. ft.)",2396 "taxonomy_id": "living_area",2397 "x_transform": "log",2398 "x_unit": "sqft",2399 "beta": 0.502,2400 "se": 0.118,2401 "t": null,2402 "p": null,2403 "p_stars": "***",2404 "ci_lo": null,2405 "ci_hi": null,2406 "page": 17,2407 "confidence": "high",2408 "notes": ""2409 },2410 {2411 "model_id": "T4-c4",2412 "var_name_printed": "House size (sq. ft.)",2413 "taxonomy_id": "living_area",2414 "x_transform": "log",2415 "x_unit": "sqft",2416 "beta": 0.519,2417 "se": 0.155,2418 "t": null,2419 "p": null,2420 "p_stars": "***",2421 "ci_lo": null,2422 "ci_hi": null,2423 "page": 17,2424 "confidence": "high",2425 "notes": ""2426 },2427 {2428 "model_id": "T4-c5",2429 "var_name_printed": "House size (sq. ft.)",2430 "taxonomy_id": "living_area",2431 "x_transform": "log",2432 "x_unit": "sqft",2433 "beta": 0.484,2434 "se": 0.114,2435 "t": null,2436 "p": null,2437 "p_stars": "***",2438 "ci_lo": null,2439 "ci_hi": null,2440 "page": 17,2441 "confidence": "high",2442 "notes": ""2443 },2444 {2445 "model_id": "T4-c6",2446 "var_name_printed": "House size (sq. ft.)",2447 "taxonomy_id": "living_area",2448 "x_transform": "log",2449 "x_unit": "sqft",2450 "beta": 0.508,2451 "se": 0.115,2452 "t": null,2453 "p": null,2454 "p_stars": "***",2455 "ci_lo": null,2456 "ci_hi": null,2457 "page": 17,2458 "confidence": "high",2459 "notes": ""2460 },2461 {2462 "model_id": "T4-c7",2463 "var_name_printed": "House size (sq. ft.)",2464 "taxonomy_id": "living_area",2465 "x_transform": "log",2466 "x_unit": "sqft",2467 "beta": 0.472,2468 "se": 0.149,2469 "t": null,2470 "p": null,2471 "p_stars": "***",2472 "ci_lo": null,2473 "ci_hi": null,2474 "page": 17,2475 "confidence": "high",2476 "notes": ""2477 },2478 {2479 "model_id": "T4-c8",2480 "var_name_printed": "House size (sq. ft.)",2481 "taxonomy_id": "living_area",2482 "x_transform": "log",2483 "x_unit": "sqft",2484 "beta": 0.468,2485 "se": 0.112,2486 "t": null,2487 "p": null,2488 "p_stars": "***",2489 "ci_lo": null,2490 "ci_hi": null,2491 "page": 17,2492 "confidence": "high",2493 "notes": ""2494 },2495 {2496 "model_id": "T4-c9",2497 "var_name_printed": "House size (sq. ft.)",2498 "taxonomy_id": "living_area",2499 "x_transform": "log",2500 "x_unit": "sqft",2501 "beta": 0.489,2502 "se": 0.113,2503 "t": null,2504 "p": null,2505 "p_stars": "***",2506 "ci_lo": null,2507 "ci_hi": null,2508 "page": 17,2509 "confidence": "high",2510 "notes": ""2511 },2512 {2513 "model_id": "T4-c1",2514 "var_name_printed": "Lot size (sq. ft.)",2515 "taxonomy_id": "lot_size",2516 "x_transform": "log",2517 "x_unit": "sqft",2518 "beta": 0.056,2519 "se": 0.075,2520 "t": null,2521 "p": null,2522 "p_stars": "",2523 "ci_lo": null,2524 "ci_hi": null,2525 "page": 17,2526 "confidence": "high",2527 "notes": ""2528 },2529 {2530 "model_id": "T4-c2",2531 "var_name_printed": "Lot size (sq. ft.)",2532 "taxonomy_id": "lot_size",2533 "x_transform": "log",2534 "x_unit": "sqft",2535 "beta": 0.079,2536 "se": 0.06,2537 "t": null,2538 "p": null,2539 "p_stars": "",2540 "ci_lo": null,2541 "ci_hi": null,2542 "page": 17,2543 "confidence": "high",2544 "notes": ""2545 },2546 {2547 "model_id": "T4-c3",2548 "var_name_printed": "Lot size (sq. ft.)",2549 "taxonomy_id": "lot_size",2550 "x_transform": "log",2551 "x_unit": "sqft",2552 "beta": 0.076,2553 "se": 0.059,2554 "t": null,2555 "p": null,2556 "p_stars": "",2557 "ci_lo": null,2558 "ci_hi": null,2559 "page": 17,2560 "confidence": "high",2561 "notes": ""2562 },2563 {2564 "model_id": "T4-c4",2565 "var_name_printed": "Lot size (sq. ft.)",2566 "taxonomy_id": "lot_size",2567 "x_transform": "log",2568 "x_unit": "sqft",2569 "beta": 0.056,2570 "se": 0.077,2571 "t": null,2572 "p": null,2573 "p_stars": "",2574 "ci_lo": null,2575 "ci_hi": null,2576 "page": 17,2577 "confidence": "high",2578 "notes": ""2579 },2580 {2581 "model_id": "T4-c5",2582 "var_name_printed": "Lot size (sq. ft.)",2583 "taxonomy_id": "lot_size",2584 "x_transform": "log",2585 "x_unit": "sqft",2586 "beta": 0.073,2587 "se": 0.058,2588 "t": null,2589 "p": null,2590 "p_stars": "",2591 "ci_lo": null,2592 "ci_hi": null,2593 "page": 17,2594 "confidence": "high",2595 "notes": ""2596 },2597 {2598 "model_id": "T4-c6",2599 "var_name_printed": "Lot size (sq. ft.)",2600 "taxonomy_id": "lot_size",2601 "x_transform": "log",2602 "x_unit": "sqft",2603 "beta": 0.071,2604 "se": 0.058,2605 "t": null,2606 "p": null,2607 "p_stars": "",2608 "ci_lo": null,2609 "ci_hi": null,2610 "page": 17,2611 "confidence": "high",2612 "notes": ""2613 },2614 {2615 "model_id": "T4-c7",2616 "var_name_printed": "Lot size (sq. ft.)",2617 "taxonomy_id": "lot_size",2618 "x_transform": "log",2619 "x_unit": "sqft",2620 "beta": 0.064,2621 "se": 0.07,2622 "t": null,2623 "p": null,2624 "p_stars": "",2625 "ci_lo": null,2626 "ci_hi": null,2627 "page": 17,2628 "confidence": "high",2629 "notes": ""2630 },2631 {2632 "model_id": "T4-c8",2633 "var_name_printed": "Lot size (sq. ft.)",2634 "taxonomy_id": "lot_size",2635 "x_transform": "log",2636 "x_unit": "sqft",2637 "beta": 0.064,2638 "se": 0.055,2639 "t": null,2640 "p": null,2641 "p_stars": "",2642 "ci_lo": null,2643 "ci_hi": null,2644 "page": 17,2645 "confidence": "high",2646 "notes": ""2647 },2648 {2649 "model_id": "T4-c9",2650 "var_name_printed": "Lot size (sq. ft.)",2651 "taxonomy_id": "lot_size",2652 "x_transform": "log",2653 "x_unit": "sqft",2654 "beta": 0.062,2655 "se": 0.055,2656 "t": null,2657 "p": null,2658 "p_stars": "",2659 "ci_lo": null,2660 "ci_hi": null,2661 "page": 17,2662 "confidence": "high",2663 "notes": ""2664 },2665 {2666 "model_id": "T4-c1",2667 "var_name_printed": "Years since last transaction",2668 "taxonomy_id": "transaction_timing",2669 "x_transform": "log",2670 "x_unit": "years (since purchase), log",2671 "beta": -0.379,2672 "se": 0.057,2673 "t": null,2674 "p": null,2675 "p_stars": "***",2676 "ci_lo": null,2677 "ci_hi": null,2678 "page": 17,2679 "confidence": "high",2680 "notes": "captures price appreciation since purchase year (survey-reported purchase price)"2681 },2682 {2683 "model_id": "T4-c2",2684 "var_name_printed": "Years since last transaction",2685 "taxonomy_id": "transaction_timing",2686 "x_transform": "log",2687 "x_unit": "years (since purchase), log",2688 "beta": -0.355,2689 "se": 0.053,2690 "t": null,2691 "p": null,2692 "p_stars": "***",2693 "ci_lo": null,2694 "ci_hi": null,2695 "page": 17,2696 "confidence": "high",2697 "notes": "captures price appreciation since purchase year (survey-reported purchase price)"2698 },2699 {2700 "model_id": "T4-c3",2701 "var_name_printed": "Years since last transaction",2702 "taxonomy_id": "transaction_timing",2703 "x_transform": "log",2704 "x_unit": "years (since purchase), log",2705 "beta": -0.36,2706 "se": 0.053,2707 "t": null,2708 "p": null,2709 "p_stars": "***",2710 "ci_lo": null,2711 "ci_hi": null,2712 "page": 17,2713 "confidence": "high",2714 "notes": "captures price appreciation since purchase year (survey-reported purchase price)"2715 },2716 {2717 "model_id": "T4-c4",2718 "var_name_printed": "Years since last transaction",2719 "taxonomy_id": "transaction_timing",2720 "x_transform": "log",2721 "x_unit": "years (since purchase), log",2722 "beta": -0.374,2723 "se": 0.058,2724 "t": null,2725 "p": null,2726 "p_stars": "***",2727 "ci_lo": null,2728 "ci_hi": null,2729 "page": 17,2730 "confidence": "high",2731 "notes": "captures price appreciation since purchase year (survey-reported purchase price)"2732 },2733 {2734 "model_id": "T4-c5",2735 "var_name_printed": "Years since last transaction",2736 "taxonomy_id": "transaction_timing",2737 "x_transform": "log",2738 "x_unit": "years (since purchase), log",2739 "beta": -0.358,2740 "se": 0.053,2741 "t": null,2742 "p": null,2743 "p_stars": "***",2744 "ci_lo": null,2745 "ci_hi": null,2746 "page": 17,2747 "confidence": "high",2748 "notes": "captures price appreciation since purchase year (survey-reported purchase price)"2749 },2750 {2751 "model_id": "T4-c6",2752 "var_name_printed": "Years since last transaction",2753 "taxonomy_id": "transaction_timing",2754 "x_transform": "log",2755 "x_unit": "years (since purchase), log",2756 "beta": -0.363,2757 "se": 0.053,2758 "t": null,2759 "p": null,2760 "p_stars": "***",2761 "ci_lo": null,2762 "ci_hi": null,2763 "page": 17,2764 "confidence": "high",2765 "notes": "captures price appreciation since purchase year (survey-reported purchase price)"2766 },2767 {2768 "model_id": "T4-c7",2769 "var_name_printed": "Years since last transaction",2770 "taxonomy_id": "transaction_timing",2771 "x_transform": "log",2772 "x_unit": "years (since purchase), log",2773 "beta": -0.382,2774 "se": 0.057,2775 "t": null,2776 "p": null,2777 "p_stars": "***",2778 "ci_lo": null,2779 "ci_hi": null,2780 "page": 17,2781 "confidence": "high",2782 "notes": "captures price appreciation since purchase year (survey-reported purchase price)"2783 },2784 {2785 "model_id": "T4-c8",2786 "var_name_printed": "Years since last transaction",2787 "taxonomy_id": "transaction_timing",2788 "x_transform": "log",2789 "x_unit": "years (since purchase), log",2790 "beta": -0.363,2791 "se": 0.053,2792 "t": null,2793 "p": null,2794 "p_stars": "***",2795 "ci_lo": null,2796 "ci_hi": null,2797 "page": 17,2798 "confidence": "high",2799 "notes": "captures price appreciation since purchase year (survey-reported purchase price)"2800 },2801 {2802 "model_id": "T4-c9",2803 "var_name_printed": "Years since last transaction",2804 "taxonomy_id": "transaction_timing",2805 "x_transform": "log",2806 "x_unit": "years (since purchase), log",2807 "beta": -0.367,2808 "se": 0.052,2809 "t": null,2810 "p": null,2811 "p_stars": "***",2812 "ci_lo": null,2813 "ci_hi": null,2814 "page": 17,2815 "confidence": "high",2816 "notes": "captures price appreciation since purchase year (survey-reported purchase price)"2817 },2818 {2819 "model_id": "T4-c1",2820 "var_name_printed": "Years since built",2821 "taxonomy_id": "age",2822 "x_transform": "log",2823 "x_unit": "years",2824 "beta": -0.196,2825 "se": 0.124,2826 "t": null,2827 "p": null,2828 "p_stars": "",2829 "ci_lo": null,2830 "ci_hi": null,2831 "page": 17,2832 "confidence": "high",2833 "notes": ""2834 },2835 {2836 "model_id": "T4-c2",2837 "var_name_printed": "Years since built",2838 "taxonomy_id": "age",2839 "x_transform": "log",2840 "x_unit": "years",2841 "beta": -0.106,2842 "se": 0.08,2843 "t": null,2844 "p": null,2845 "p_stars": "",2846 "ci_lo": null,2847 "ci_hi": null,2848 "page": 17,2849 "confidence": "high",2850 "notes": ""2851 },2852 {2853 "model_id": "T4-c3",2854 "var_name_printed": "Years since built",2855 "taxonomy_id": "age",2856 "x_transform": "log",2857 "x_unit": "years",2858 "beta": -0.1,2859 "se": 0.081,2860 "t": null,2861 "p": null,2862 "p_stars": "",2863 "ci_lo": null,2864 "ci_hi": null,2865 "page": 17,2866 "confidence": "high",2867 "notes": ""2868 },2869 {2870 "model_id": "T4-c4",2871 "var_name_printed": "Years since built",2872 "taxonomy_id": "age",2873 "x_transform": "log",2874 "x_unit": "years",2875 "beta": -0.21,2876 "se": 0.127,2877 "t": null,2878 "p": null,2879 "p_stars": "*",2880 "ci_lo": null,2881 "ci_hi": null,2882 "page": 17,2883 "confidence": "high",2884 "notes": ""2885 },2886 {2887 "model_id": "T4-c5",2888 "var_name_printed": "Years since built",2889 "taxonomy_id": "age",2890 "x_transform": "log",2891 "x_unit": "years",2892 "beta": -0.113,2893 "se": 0.079,2894 "t": null,2895 "p": null,2896 "p_stars": "",2897 "ci_lo": null,2898 "ci_hi": null,2899 "page": 17,2900 "confidence": "high",2901 "notes": ""2902 },2903 {2904 "model_id": "T4-c6",2905 "var_name_printed": "Years since built",2906 "taxonomy_id": "age",2907 "x_transform": "log",2908 "x_unit": "years",2909 "beta": -0.107,2910 "se": 0.08,2911 "t": null,2912 "p": null,2913 "p_stars": "",2914 "ci_lo": null,2915 "ci_hi": null,2916 "page": 17,2917 "confidence": "high",2918 "notes": ""2919 },2920 {2921 "model_id": "T4-c7",2922 "var_name_printed": "Years since built",2923 "taxonomy_id": "age",2924 "x_transform": "log",2925 "x_unit": "years",2926 "beta": -0.212,2927 "se": 0.125,2928 "t": null,2929 "p": null,2930 "p_stars": "*",2931 "ci_lo": null,2932 "ci_hi": null,2933 "page": 17,2934 "confidence": "high",2935 "notes": ""2936 },2937 {2938 "model_id": "T4-c8",2939 "var_name_printed": "Years since built",2940 "taxonomy_id": "age",2941 "x_transform": "log",2942 "x_unit": "years",2943 "beta": -0.102,2944 "se": 0.078,2945 "t": null,2946 "p": null,2947 "p_stars": "",2948 "ci_lo": null,2949 "ci_hi": null,2950 "page": 17,2951 "confidence": "high",2952 "notes": ""2953 },2954 {2955 "model_id": "T4-c9",2956 "var_name_printed": "Years since built",2957 "taxonomy_id": "age",2958 "x_transform": "log",2959 "x_unit": "years",2960 "beta": -0.097,2961 "se": 0.079,2962 "t": null,2963 "p": null,2964 "p_stars": "",2965 "ci_lo": null,2966 "ci_hi": null,2967 "page": 17,2968 "confidence": "high",2969 "notes": ""2970 },2971 {2972 "model_id": "T4-c1",2973 "var_name_printed": "Fireplace (0−1)",2974 "taxonomy_id": "fireplace",2975 "x_transform": "binary",2976 "x_unit": "binary",2977 "beta": 0.176,2978 "se": 0.116,2979 "t": null,2980 "p": null,2981 "p_stars": "",2982 "ci_lo": null,2983 "ci_hi": null,2984 "page": 17,2985 "confidence": "high",2986 "notes": ""2987 },2988 {2989 "model_id": "T4-c2",2990 "var_name_printed": "Fireplace (0−1)",2991 "taxonomy_id": "fireplace",2992 "x_transform": "binary",2993 "x_unit": "binary",2994 "beta": 0.187,2995 "se": 0.108,2996 "t": null,2997 "p": null,2998 "p_stars": "*",2999 "ci_lo": null,3000 "ci_hi": null,3001 "page": 17,3002 "confidence": "high",3003 "notes": ""3004 },3005 {3006 "model_id": "T4-c3",3007 "var_name_printed": "Fireplace (0−1)",3008 "taxonomy_id": "fireplace",3009 "x_transform": "binary",3010 "x_unit": "binary",3011 "beta": 0.191,3012 "se": 0.108,3013 "t": null,3014 "p": null,3015 "p_stars": "*",3016 "ci_lo": null,3017 "ci_hi": null,3018 "page": 17,3019 "confidence": "high",3020 "notes": ""3021 },3022 {3023 "model_id": "T4-c4",3024 "var_name_printed": "Fireplace (0−1)",3025 "taxonomy_id": "fireplace",3026 "x_transform": "binary",3027 "x_unit": "binary",3028 "beta": 0.183,3029 "se": 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