1{2 "record_id": "a842ed7c689fc0985af5ca73c3f97f4279427db3",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Influence of a special tax-cooling measure on housing prices in Taiwan: a hedonic pricing model with consideration of the spillover effect",7 "year": 2025,8 "doi": "10.1007/s42973-025-00217-5",9 "country": "Taiwan",10 "region_city": "Taiwan (all counties/cities; municipality vs non-municipality)",11 "sample_start": 2012,12 "sample_end": 2015,13 "property_type": "mixed",14 "price_type": "transaction",15 "data_source": "Merged administrative data: actual price registration transactions linked to SSGST tax records, 416,263 transactions",16 "document_type": "journal",17 "estimators": [18 "OLS",19 "FE_panel"20 ],21 "spatial_method": "none (county fixed effects or county-by-year fixed effects)",22 "time_fe": true,23 "location_fe": true,24 "se_type": "unknown",25 "n_obs_total": 416263,26 "ai_methods": [],27 "notes": "Dependent variable ln(transaction price). House area is in pings (1 ping = 3.306 m2) and enters in logs. Table 2 = OLS on houses transacted only once (N 386,978); Table 3 = house fixed-effects panel on houses transacted more than once (short-term transactions N 26,794 in cols 1-4; whole N 29,285 in cols 5-8) where ln(house area) and steel-reinforced-concrete are dropped as time-invariant; Table 7 = FE models adding the number of short-term transactions in the market (liquidity). Odd columns use county + year FE, even columns county-by-year paired FE. Policy variables (SSGST tax dummy, tax dummy x effective tax rate, tax dummy x municipality) and national macro controls (economic growth, CPI, LTV, national unemployment rate) are not extracted. Table 4 reports only tax coefficients (characteristics suppressed) and Tables 5-6 are PSM ATTs: not extracted. SE in parentheses, type not stated; several SEs printed as (0.000) are recorded as null. Stars: * p<0.10, ** p<0.05, *** p<0.01. 'Hall' = number of living and dining rooms (not bedrooms); 'Wall' = partition walls present; 'Residential' = residential-use designation; 'Days 730' = holding period under two years (short-term resale)."28 },29 "models": [30 {31 "model_id": "T2-c1",32 "table": "2",33 "column": "1",34 "page": 24,35 "dep_var": "ln(transaction price)",36 "dep_transform": "log",37 "estimator": "OLS",38 "n_obs": 386978,39 "r2": 0.6,40 "se_or_t_in_parentheses": "se",41 "sample_subset": "Houses transacted only once; tax dummy, county + year FE"42 },43 {44 "model_id": "T2-c2",45 "table": "2",46 "column": "2",47 "page": 24,48 "dep_var": "ln(transaction price)",49 "dep_transform": "log",50 "estimator": "OLS",51 "n_obs": 386978,52 "r2": 0.6,53 "se_or_t_in_parentheses": "se",54 "sample_subset": "Houses transacted only once; tax dummy, county-by-year FE"55 },56 {57 "model_id": "T2-c3",58 "table": "2",59 "column": "3",60 "page": 24,61 "dep_var": "ln(transaction price)",62 "dep_transform": "log",63 "estimator": "OLS",64 "n_obs": 386978,65 "r2": 0.6,66 "se_or_t_in_parentheses": "se",67 "sample_subset": "Houses transacted only once; tax dummy x effective tax rate, county + year FE"68 },69 {70 "model_id": "T2-c4",71 "table": "2",72 "column": "4",73 "page": 24,74 "dep_var": "ln(transaction price)",75 "dep_transform": "log",76 "estimator": "OLS",77 "n_obs": 386978,78 "r2": 0.6,79 "se_or_t_in_parentheses": "se",80 "sample_subset": "Houses transacted only once; tax dummy x effective tax rate, county-by-year FE"81 },82 {83 "model_id": "T3-c1",84 "table": "3",85 "column": "1",86 "page": 26,87 "dep_var": "ln(transaction price)",88 "dep_transform": "log",89 "estimator": "FE_panel",90 "n_obs": 26794,91 "r2": 0.402,92 "se_or_t_in_parentheses": "se",93 "sample_subset": "Houses transacted more than once, short-term transactions only; tax dummy, county + year FE"94 },95 {96 "model_id": "T3-c2",97 "table": "3",98 "column": "2",99 "page": 26,100 "dep_var": "ln(transaction price)",101 "dep_transform": "log",102 "estimator": "FE_panel",103 "n_obs": 26794,104 "r2": 0.444,105 "se_or_t_in_parentheses": "se",106 "sample_subset": "Houses transacted more than once, short-term transactions only; tax dummy, county-by-year FE"107 },108 {109 "model_id": "T3-c3",110 "table": "3",111 "column": "3",112 "page": 26,113 "dep_var": "ln(transaction price)",114 "dep_transform": "log",115 "estimator": "FE_panel",116 "n_obs": 26794,117 "r2": 0.394,118 "se_or_t_in_parentheses": "se",119 "sample_subset": "Houses transacted more than once, short-term transactions only; tax dummy x effective tax rate, county + year FE"120 },121 {122 "model_id": "T3-c4",123 "table": "3",124 "column": "4",125 "page": 26,126 "dep_var": "ln(transaction price)",127 "dep_transform": "log",128 "estimator": "FE_panel",129 "n_obs": 26794,130 "r2": 0.437,131 "se_or_t_in_parentheses": "se",132 "sample_subset": "Houses transacted more than once, short-term transactions only; tax dummy x effective tax rate, county-by-year FE"133 },134 {135 "model_id": "T3-c5",136 "table": "3",137 "column": "5",138 "page": 26,139 "dep_var": "ln(transaction price)",140 "dep_transform": "log",141 "estimator": "FE_panel",142 "n_obs": 29285,143 "r2": 0.413,144 "se_or_t_in_parentheses": "se",145 "sample_subset": "Houses transacted more than once, whole (short- and long-term) transactions; tax dummy, county + year FE"146 },147 {148 "model_id": "T3-c6",149 "table": "3",150 "column": "6",151 "page": 26,152 "dep_var": "ln(transaction price)",153 "dep_transform": "log",154 "estimator": "FE_panel",155 "n_obs": 29285,156 "r2": 0.453,157 "se_or_t_in_parentheses": "se",158 "sample_subset": "Houses transacted more than once, whole (short- and long-term) transactions; tax dummy, county-by-year FE"159 },160 {161 "model_id": "T3-c7",162 "table": "3",163 "column": "7",164 "page": 26,165 "dep_var": "ln(transaction price)",166 "dep_transform": "log",167 "estimator": "FE_panel",168 "n_obs": 29285,169 "r2": 0.406,170 "se_or_t_in_parentheses": "se",171 "sample_subset": "Houses transacted more than once, whole (short- and long-term) transactions; tax dummy x effective tax rate, county + year FE"172 },173 {174 "model_id": "T3-c8",175 "table": "3",176 "column": "8",177 "page": 26,178 "dep_var": "ln(transaction price)",179 "dep_transform": "log",180 "estimator": "FE_panel",181 "n_obs": 29285,182 "r2": 0.446,183 "se_or_t_in_parentheses": "se",184 "sample_subset": "Houses transacted more than once, whole (short- and long-term) transactions; tax dummy x effective tax rate, county-by-year FE"185 },186 {187 "model_id": "T7-c1",188 "table": "7",189 "column": "1",190 "page": 35,191 "dep_var": "ln(transaction price)",192 "dep_transform": "log",193 "estimator": "FE_panel",194 "n_obs": 28168,195 "r2": 0.403,196 "se_or_t_in_parentheses": "se",197 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county + year FE"198 },199 {200 "model_id": "T7-c2",201 "table": "7",202 "column": "2",203 "page": 35,204 "dep_var": "ln(transaction price)",205 "dep_transform": "log",206 "estimator": "FE_panel",207 "n_obs": 28168,208 "r2": 0.445,209 "se_or_t_in_parentheses": "se",210 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county-by-year FE"211 },212 {213 "model_id": "T7-c3",214 "table": "7",215 "column": "3",216 "page": 35,217 "dep_var": "ln(transaction price)",218 "dep_transform": "log",219 "estimator": "FE_panel",220 "n_obs": 28168,221 "r2": 0.395,222 "se_or_t_in_parentheses": "se",223 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county + year FE"224 },225 {226 "model_id": "T7-c4",227 "table": "7",228 "column": "4",229 "page": 35,230 "dep_var": "ln(transaction price)",231 "dep_transform": "log",232 "estimator": "FE_panel",233 "n_obs": 28168,234 "r2": 0.438,235 "se_or_t_in_parentheses": "se",236 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county-by-year FE"237 },238 {239 "model_id": "T7-c5",240 "table": "7",241 "column": "5",242 "page": 35,243 "dep_var": "ln(transaction price)",244 "dep_transform": "log",245 "estimator": "FE_panel",246 "n_obs": 28167,247 "r2": 0.404,248 "se_or_t_in_parentheses": "se",249 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county + year FE"250 },251 {252 "model_id": "T7-c6",253 "table": "7",254 "column": "6",255 "page": 35,256 "dep_var": "ln(transaction price)",257 "dep_transform": "log",258 "estimator": "FE_panel",259 "n_obs": 28167,260 "r2": 0.447,261 "se_or_t_in_parentheses": "se",262 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county-by-year FE"263 },264 {265 "model_id": "T7-c7",266 "table": "7",267 "column": "7",268 "page": 35,269 "dep_var": "ln(transaction price)",270 "dep_transform": "log",271 "estimator": "FE_panel",272 "n_obs": 28167,273 "r2": 0.397,274 "se_or_t_in_parentheses": "se",275 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county + year FE"276 },277 {278 "model_id": "T7-c8",279 "table": "7",280 "column": "8",281 "page": 35,282 "dep_var": "ln(transaction price)",283 "dep_transform": "log",284 "estimator": "FE_panel",285 "n_obs": 28167,286 "r2": 0.439,287 "se_or_t_in_parentheses": "se",288 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county-by-year FE"289 },290 {291 "model_id": "T7-c9",292 "table": "7",293 "column": "9",294 "page": 35,295 "dep_var": "ln(transaction price)",296 "dep_transform": "log",297 "estimator": "FE_panel",298 "n_obs": 28166,299 "r2": 0.406,300 "se_or_t_in_parentheses": "se",301 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county + year FE"302 },303 {304 "model_id": "T7-c10",305 "table": "7",306 "column": "10",307 "page": 35,308 "dep_var": "ln(transaction price)",309 "dep_transform": "log",310 "estimator": "FE_panel",311 "n_obs": 28166,312 "r2": 0.448,313 "se_or_t_in_parentheses": "se",314 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county-by-year FE"315 },316 {317 "model_id": "T7-c11",318 "table": "7",319 "column": "11",320 "page": 35,321 "dep_var": "ln(transaction price)",322 "dep_transform": "log",323 "estimator": "FE_panel",324 "n_obs": 28166,325 "r2": 0.399,326 "se_or_t_in_parentheses": "se",327 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county + year FE"328 },329 {330 "model_id": "T7-c12",331 "table": "7",332 "column": "12",333 "page": 35,334 "dep_var": "ln(transaction price)",335 "dep_transform": "log",336 "estimator": "FE_panel",337 "n_obs": 28166,338 "r2": 0.441,339 "se_or_t_in_parentheses": "se",340 "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county-by-year FE"341 }342 ],343 "coefficients": [344 {345 "model_id": "T2-c1",346 "var_name_printed": "Municipality",347 "taxonomy_id": "other",348 "x_transform": "binary",349 "x_unit": "binary",350 "beta": 0.236,351 "se": 0.01,352 "t": null,353 "p": null,354 "p_stars": "***",355 "ci_lo": null,356 "ci_hi": null,357 "page": 24,358 "confidence": "high",359 "notes": "Located in a municipality under central-government control (urban status indicator)"360 },361 {362 "model_id": "T2-c2",363 "var_name_printed": "Municipality",364 "taxonomy_id": "other",365 "x_transform": "binary",366 "x_unit": "binary",367 "beta": 0.184,368 "se": 0.089,369 "t": null,370 "p": null,371 "p_stars": "**",372 "ci_lo": null,373 "ci_hi": null,374 "page": 24,375 "confidence": "high",376 "notes": "Located in a municipality under central-government control (urban status indicator)"377 },378 {379 "model_id": "T2-c3",380 "var_name_printed": "Municipality",381 "taxonomy_id": "other",382 "x_transform": "binary",383 "x_unit": "binary",384 "beta": 0.236,385 "se": 0.01,386 "t": null,387 "p": null,388 "p_stars": "***",389 "ci_lo": null,390 "ci_hi": null,391 "page": 24,392 "confidence": "high",393 "notes": "Located in a municipality under central-government control (urban status indicator)"394 },395 {396 "model_id": "T2-c4",397 "var_name_printed": "Municipality",398 "taxonomy_id": "other",399 "x_transform": "binary",400 "x_unit": "binary",401 "beta": 0.184,402 "se": 0.089,403 "t": null,404 "p": null,405 "p_stars": "**",406 "ci_lo": null,407 "ci_hi": null,408 "page": 24,409 "confidence": "high",410 "notes": "Located in a municipality under central-government control (urban status indicator)"411 },412 {413 "model_id": "T2-c1",414 "var_name_printed": "ln (house area)",415 "taxonomy_id": "living_area",416 "x_transform": "log",417 "x_unit": "ping",418 "beta": 0.904,419 "se": 0.003,420 "t": null,421 "p": null,422 "p_stars": "***",423 "ci_lo": null,424 "ci_hi": null,425 "page": 24,426 "confidence": "high",427 "notes": "Log of transaction area in pings (1 ping = 3.306 m2); elasticity"428 },429 {430 "model_id": "T2-c2",431 "var_name_printed": "ln (house area)",432 "taxonomy_id": "living_area",433 "x_transform": "log",434 "x_unit": "ping",435 "beta": 0.905,436 "se": 0.003,437 "t": null,438 "p": null,439 "p_stars": "***",440 "ci_lo": null,441 "ci_hi": null,442 "page": 24,443 "confidence": "high",444 "notes": "Log of transaction area in pings (1 ping = 3.306 m2); elasticity"445 },446 {447 "model_id": "T2-c3",448 "var_name_printed": "ln (house area)",449 "taxonomy_id": "living_area",450 "x_transform": "log",451 "x_unit": "ping",452 "beta": 0.904,453 "se": 0.003,454 "t": null,455 "p": null,456 "p_stars": "***",457 "ci_lo": null,458 "ci_hi": null,459 "page": 24,460 "confidence": "high",461 "notes": "Log of transaction area in pings (1 ping = 3.306 m2); elasticity"462 },463 {464 "model_id": "T2-c4",465 "var_name_printed": "ln (house area)",466 "taxonomy_id": "living_area",467 "x_transform": "log",468 "x_unit": "ping",469 "beta": 0.905,470 "se": 0.003,471 "t": null,472 "p": null,473 "p_stars": "***",474 "ci_lo": null,475 "ci_hi": null,476 "page": 24,477 "confidence": "high",478 "notes": "Log of transaction area in pings (1 ping = 3.306 m2); elasticity"479 },480 {481 "model_id": "T2-c1",482 "var_name_printed": "Hall",483 "taxonomy_id": "other",484 "x_transform": "level",485 "x_unit": "count",486 "beta": 0.0798,487 "se": 0.002,488 "t": null,489 "p": null,490 "p_stars": "***",491 "ci_lo": null,492 "ci_hi": null,493 "page": 24,494 "confidence": "high",495 "notes": "Number of living and dining rooms (not bedrooms)"496 },497 {498 "model_id": "T2-c2",499 "var_name_printed": "Hall",500 "taxonomy_id": "other",501 "x_transform": "level",502 "x_unit": "count",503 "beta": 0.08,504 "se": 0.002,505 "t": null,506 "p": null,507 "p_stars": "***",508 "ci_lo": null,509 "ci_hi": null,510 "page": 24,511 "confidence": "high",512 "notes": "Number of living and dining rooms (not bedrooms)"513 },514 {515 "model_id": "T2-c3",516 "var_name_printed": "Hall",517 "taxonomy_id": "other",518 "x_transform": "level",519 "x_unit": "count",520 "beta": 0.0798,521 "se": 0.002,522 "t": null,523 "p": null,524 "p_stars": "***",525 "ci_lo": null,526 "ci_hi": null,527 "page": 24,528 "confidence": "high",529 "notes": "Number of living and dining rooms (not bedrooms)"530 },531 {532 "model_id": "T2-c4",533 "var_name_printed": "Hall",534 "taxonomy_id": "other",535 "x_transform": "level",536 "x_unit": "count",537 "beta": 0.08,538 "se": 0.002,539 "t": null,540 "p": null,541 "p_stars": "***",542 "ci_lo": null,543 "ci_hi": null,544 "page": 24,545 "confidence": "high",546 "notes": "Number of living and dining rooms (not bedrooms)"547 },548 {549 "model_id": "T2-c1",550 "var_name_printed": "wall",551 "taxonomy_id": "other",552 "x_transform": "binary",553 "x_unit": "binary",554 "beta": -0.21,555 "se": 0.007,556 "t": null,557 "p": null,558 "p_stars": "***",559 "ci_lo": null,560 "ci_hi": null,561 "page": 24,562 "confidence": "high",563 "notes": "Partition walls present = 1"564 },565 {566 "model_id": "T2-c2",567 "var_name_printed": "wall",568 "taxonomy_id": "other",569 "x_transform": "binary",570 "x_unit": "binary",571 "beta": -0.21,572 "se": 0.007,573 "t": null,574 "p": null,575 "p_stars": "***",576 "ci_lo": null,577 "ci_hi": null,578 "page": 24,579 "confidence": "high",580 "notes": "Partition walls present = 1"581 },582 {583 "model_id": "T2-c3",584 "var_name_printed": "wall",585 "taxonomy_id": "other",586 "x_transform": "binary",587 "x_unit": "binary",588 "beta": -0.21,589 "se": 0.007,590 "t": null,591 "p": null,592 "p_stars": "***",593 "ci_lo": null,594 "ci_hi": null,595 "page": 24,596 "confidence": "high",597 "notes": "Partition walls present = 1"598 },599 {600 "model_id": "T2-c4",601 "var_name_printed": "wall",602 "taxonomy_id": "other",603 "x_transform": "binary",604 "x_unit": "binary",605 "beta": -0.211,606 "se": 0.007,607 "t": null,608 "p": null,609 "p_stars": "***",610 "ci_lo": null,611 "ci_hi": null,612 "page": 24,613 "confidence": "high",614 "notes": "Partition walls present = 1"615 },616 {617 "model_id": "T2-c1",618 "var_name_printed": "Age",619 "taxonomy_id": "age",620 "x_transform": "level",621 "x_unit": "years",622 "beta": -0.00631,623 "se": null,624 "t": null,625 "p": null,626 "p_stars": "***",627 "ci_lo": null,628 "ci_hi": null,629 "page": 24,630 "confidence": "high",631 "notes": "Years between construction and transaction; SE printed as (0.000), rounded, recorded as null"632 },633 {634 "model_id": "T2-c2",635 "var_name_printed": "Age",636 "taxonomy_id": "age",637 "x_transform": "level",638 "x_unit": "years",639 "beta": -0.0063,640 "se": null,641 "t": null,642 "p": null,643 "p_stars": "***",644 "ci_lo": null,645 "ci_hi": null,646 "page": 24,647 "confidence": "high",648 "notes": "Years between construction and transaction; SE printed as (0.000), rounded, recorded as null"649 },650 {651 "model_id": "T2-c3",652 "var_name_printed": "Age",653 "taxonomy_id": "age",654 "x_transform": "level",655 "x_unit": "years",656 "beta": -0.00631,657 "se": null,658 "t": null,659 "p": null,660 "p_stars": "***",661 "ci_lo": null,662 "ci_hi": null,663 "page": 24,664 "confidence": "high",665 "notes": "Years between construction and transaction; SE printed as (0.000), rounded, recorded as null"666 },667 {668 "model_id": "T2-c4",669 "var_name_printed": "Age",670 "taxonomy_id": "age",671 "x_transform": "level",672 "x_unit": "years",673 "beta": -0.0063,674 "se": null,675 "t": null,676 "p": null,677 "p_stars": "***",678 "ci_lo": null,679 "ci_hi": null,680 "page": 24,681 "confidence": "high",682 "notes": "Years between construction and transaction; SE printed as (0.000), rounded, recorded as null"683 },684 {685 "model_id": "T2-c1",686 "var_name_printed": "Residential",687 "taxonomy_id": "other",688 "x_transform": "binary",689 "x_unit": "binary",690 "beta": -0.156,691 "se": 0.002,692 "t": null,693 "p": null,694 "p_stars": "***",695 "ci_lo": null,696 "ci_hi": null,697 "page": 24,698 "confidence": "high",699 "notes": "Unit designated for residential use = 1 (vs other use)"700 },701 {702 "model_id": "T2-c2",703 "var_name_printed": "Residential",704 "taxonomy_id": "other",705 "x_transform": "binary",706 "x_unit": "binary",707 "beta": -0.156,708 "se": 0.002,709 "t": null,710 "p": null,711 "p_stars": "***",712 "ci_lo": null,713 "ci_hi": null,714 "page": 24,715 "confidence": "high",716 "notes": "Unit designated for residential use = 1 (vs other use)"717 },718 {719 "model_id": "T2-c3",720 "var_name_printed": "Residential",721 "taxonomy_id": "other",722 "x_transform": "binary",723 "x_unit": "binary",724 "beta": -0.156,725 "se": 0.002,726 "t": null,727 "p": null,728 "p_stars": "***",729 "ci_lo": null,730 "ci_hi": null,731 "page": 24,732 "confidence": "high",733 "notes": "Unit designated for residential use = 1 (vs other use)"734 },735 {736 "model_id": "T2-c4",737 "var_name_printed": "Residential",738 "taxonomy_id": "other",739 "x_transform": "binary",740 "x_unit": "binary",741 "beta": -0.156,742 "se": 0.002,743 "t": null,744 "p": null,745 "p_stars": "***",746 "ci_lo": null,747 "ci_hi": null,748 "page": 24,749 "confidence": "high",750 "notes": "Unit designated for residential use = 1 (vs other use)"751 },752 {753 "model_id": "T2-c1",754 "var_name_printed": "Steel reinforced concrete",755 "taxonomy_id": "roof_materials",756 "x_transform": "binary",757 "x_unit": "binary",758 "beta": 0.0978,759 "se": 0.012,760 "t": null,761 "p": null,762 "p_stars": "***",763 "ci_lo": null,764 "ci_hi": null,765 "page": 24,766 "confidence": "high",767 "notes": "Exterior structure is steel reinforced concrete = 1"768 },769 {770 "model_id": "T2-c2",771 "var_name_printed": "Steel reinforced concrete",772 "taxonomy_id": "roof_materials",773 "x_transform": "binary",774 "x_unit": "binary",775 "beta": 0.0967,776 "se": 0.012,777 "t": null,778 "p": null,779 "p_stars": "***",780 "ci_lo": null,781 "ci_hi": null,782 "page": 24,783 "confidence": "high",784 "notes": "Exterior structure is steel reinforced concrete = 1"785 },786 {787 "model_id": "T2-c3",788 "var_name_printed": "Steel reinforced concrete",789 "taxonomy_id": "roof_materials",790 "x_transform": "binary",791 "x_unit": "binary",792 "beta": 0.0978,793 "se": 0.012,794 "t": null,795 "p": null,796 "p_stars": "***",797 "ci_lo": null,798 "ci_hi": null,799 "page": 24,800 "confidence": "high",801 "notes": "Exterior structure is steel reinforced concrete = 1"802 },803 {804 "model_id": "T2-c4",805 "var_name_printed": "Steel reinforced concrete",806 "taxonomy_id": "roof_materials",807 "x_transform": "binary",808 "x_unit": "binary",809 "beta": 0.0967,810 "se": 0.012,811 "t": null,812 "p": null,813 "p_stars": "***",814 "ci_lo": null,815 "ci_hi": null,816 "page": 24,817 "confidence": "high",818 "notes": "Exterior structure is steel reinforced concrete = 1"819 },820 {821 "model_id": "T2-c1",822 "var_name_printed": "Apartment",823 "taxonomy_id": "dwelling_type",824 "x_transform": "binary",825 "x_unit": "binary",826 "beta": -0.209,827 "se": 0.003,828 "t": null,829 "p": null,830 "p_stars": "***",831 "ci_lo": null,832 "ci_hi": null,833 "page": 24,834 "confidence": "high",835 "notes": "Apartment-type unit = 1"836 },837 {838 "model_id": "T2-c2",839 "var_name_printed": "Apartment",840 "taxonomy_id": "dwelling_type",841 "x_transform": "binary",842 "x_unit": "binary",843 "beta": -0.209,844 "se": 0.003,845 "t": null,846 "p": null,847 "p_stars": "***",848 "ci_lo": null,849 "ci_hi": null,850 "page": 24,851 "confidence": "high",852 "notes": "Apartment-type unit = 1"853 },854 {855 "model_id": "T2-c3",856 "var_name_printed": "Apartment",857 "taxonomy_id": "dwelling_type",858 "x_transform": "binary",859 "x_unit": "binary",860 "beta": -0.209,861 "se": 0.003,862 "t": null,863 "p": null,864 "p_stars": "***",865 "ci_lo": null,866 "ci_hi": null,867 "page": 24,868 "confidence": "high",869 "notes": "Apartment-type unit = 1"870 },871 {872 "model_id": "T2-c4",873 "var_name_printed": "Apartment",874 "taxonomy_id": "dwelling_type",875 "x_transform": "binary",876 "x_unit": "binary",877 "beta": -0.209,878 "se": 0.003,879 "t": null,880 "p": null,881 "p_stars": "***",882 "ci_lo": null,883 "ci_hi": null,884 "page": 24,885 "confidence": "high",886 "notes": "Apartment-type unit = 1"887 },888 {889 "model_id": "T2-c1",890 "var_name_printed": "Quarter 2",891 "taxonomy_id": "transaction_timing",892 "x_transform": "dummy",893 "x_unit": "binary",894 "beta": 0.0206,895 "se": 0.007,896 "t": null,897 "p": null,898 "p_stars": "***",899 "ci_lo": null,900 "ci_hi": null,901 "page": 24,902 "confidence": "high",903 "notes": "Transaction in Q2 vs Q1"904 },905 {906 "model_id": "T2-c2",907 "var_name_printed": "Quarter 2",908 "taxonomy_id": "transaction_timing",909 "x_transform": "dummy",910 "x_unit": "binary",911 "beta": 0.02,912 "se": 0.007,913 "t": null,914 "p": null,915 "p_stars": "***",916 "ci_lo": null,917 "ci_hi": null,918 "page": 24,919 "confidence": "high",920 "notes": "Transaction in Q2 vs Q1"921 },922 {923 "model_id": "T2-c3",924 "var_name_printed": "Quarter 2",925 "taxonomy_id": "transaction_timing",926 "x_transform": "dummy",927 "x_unit": "binary",928 "beta": 0.0206,929 "se": 0.007,930 "t": null,931 "p": null,932 "p_stars": "***",933 "ci_lo": null,934 "ci_hi": null,935 "page": 24,936 "confidence": "high",937 "notes": "Transaction in Q2 vs Q1"938 },939 {940 "model_id": "T2-c4",941 "var_name_printed": "Quarter 2",942 "taxonomy_id": "transaction_timing",943 "x_transform": "dummy",944 "x_unit": "binary",945 "beta": 0.02,946 "se": 0.007,947 "t": null,948 "p": null,949 "p_stars": "***",950 "ci_lo": null,951 "ci_hi": null,952 "page": 24,953 "confidence": "high",954 "notes": "Transaction in Q2 vs Q1"955 },956 {957 "model_id": "T2-c1",958 "var_name_printed": "Quarter 3",959 "taxonomy_id": "transaction_timing",960 "x_transform": "dummy",961 "x_unit": "binary",962 "beta": 0.0148,963 "se": 0.006,964 "t": null,965 "p": null,966 "p_stars": "***",967 "ci_lo": null,968 "ci_hi": null,969 "page": 24,970 "confidence": "high",971 "notes": "Transaction in Q3 vs Q1"972 },973 {974 "model_id": "T2-c2",975 "var_name_printed": "Quarter 3",976 "taxonomy_id": "transaction_timing",977 "x_transform": "dummy",978 "x_unit": "binary",979 "beta": 0.0143,980 "se": 0.006,981 "t": null,982 "p": null,983 "p_stars": "**",984 "ci_lo": null,985 "ci_hi": null,986 "page": 24,987 "confidence": "high",988 "notes": "Transaction in Q3 vs Q1"989 },990 {991 "model_id": "T2-c3",992 "var_name_printed": "Quarter 3",993 "taxonomy_id": "transaction_timing",994 "x_transform": "dummy",995 "x_unit": "binary",996 "beta": 0.0148,997 "se": 0.006,998 "t": null,999 "p": null,1000 "p_stars": "***",1001 "ci_lo": null,1002 "ci_hi": null,1003 "page": 24,1004 "confidence": "high",1005 "notes": "Transaction in Q3 vs Q1"1006 },1007 {1008 "model_id": "T2-c4",1009 "var_name_printed": "Quarter 3",1010 "taxonomy_id": "transaction_timing",1011 "x_transform": "dummy",1012 "x_unit": "binary",1013 "beta": 0.0143,1014 "se": 0.006,1015 "t": null,1016 "p": null,1017 "p_stars": "**",1018 "ci_lo": null,1019 "ci_hi": null,1020 "page": 24,1021 "confidence": "high",1022 "notes": "Transaction in Q3 vs Q1"1023 },1024 {1025 "model_id": "T2-c1",1026 "var_name_printed": "Quarter 4",1027 "taxonomy_id": "transaction_timing",1028 "x_transform": "dummy",1029 "x_unit": "binary",1030 "beta": 0.0475,1031 "se": 0.006,1032 "t": null,1033 "p": null,1034 "p_stars": "***",1035 "ci_lo": null,1036 "ci_hi": null,1037 "page": 24,1038 "confidence": "high",1039 "notes": "Transaction in Q4 vs Q1"1040 },1041 {1042 "model_id": "T2-c2",1043 "var_name_printed": "Quarter 4",1044 "taxonomy_id": "transaction_timing",1045 "x_transform": "dummy",1046 "x_unit": "binary",1047 "beta": 0.0468,1048 "se": 0.006,1049 "t": null,1050 "p": null,1051 "p_stars": "***",1052 "ci_lo": null,1053 "ci_hi": null,1054 "page": 24,1055 "confidence": "high",1056 "notes": "Transaction in Q4 vs Q1"1057 },1058 {1059 "model_id": "T2-c3",1060 "var_name_printed": "Quarter 4",1061 "taxonomy_id": "transaction_timing",1062 "x_transform": "dummy",1063 "x_unit": "binary",1064 "beta": 0.0475,1065 "se": 0.006,1066 "t": null,1067 "p": null,1068 "p_stars": "***",1069 "ci_lo": null,1070 "ci_hi": null,1071 "page": 24,1072 "confidence": "high",1073 "notes": "Transaction in Q4 vs Q1"1074 },1075 {1076 "model_id": "T2-c4",1077 "var_name_printed": "Quarter 4",1078 "taxonomy_id": "transaction_timing",1079 "x_transform": "dummy",1080 "x_unit": "binary",1081 "beta": 0.0468,1082 "se": 0.006,1083 "t": null,1084 "p": null,1085 "p_stars": "***",1086 "ci_lo": null,1087 "ci_hi": null,1088 "page": 24,1089 "confidence": "high",1090 "notes": "Transaction in Q4 vs Q1"1091 },1092 {1093 "model_id": "T3-c1",1094 "var_name_printed": "Hall",1095 "taxonomy_id": "other",1096 "x_transform": "level",1097 "x_unit": "count",1098 "beta": -0.0095,1099 "se": 0.012,1100 "t": null,1101 "p": null,1102 "p_stars": "",1103 "ci_lo": null,1104 "ci_hi": null,1105 "page": 26,1106 "confidence": "high",1107 "notes": "Number of living and dining rooms (not bedrooms)"1108 },1109 {1110 "model_id": "T3-c2",1111 "var_name_printed": "Hall",1112 "taxonomy_id": "other",1113 "x_transform": "level",1114 "x_unit": "count",1115 "beta": -0.00931,1116 "se": 0.012,1117 "t": null,1118 "p": null,1119 "p_stars": "",1120 "ci_lo": null,1121 "ci_hi": null,1122 "page": 26,1123 "confidence": "high",1124 "notes": "Number of living and dining rooms (not bedrooms)"1125 },1126 {1127 "model_id": "T3-c3",1128 "var_name_printed": "Hall",1129 "taxonomy_id": "other",1130 "x_transform": "level",1131 "x_unit": "count",1132 "beta": -0.0083,1133 "se": 0.012,1134 "t": null,1135 "p": null,1136 "p_stars": "",1137 "ci_lo": null,1138 "ci_hi": null,1139 "page": 26,1140 "confidence": "high",1141 "notes": "Number of living and dining rooms (not bedrooms)"1142 },1143 {1144 "model_id": "T3-c4",1145 "var_name_printed": "Hall",1146 "taxonomy_id": "other",1147 "x_transform": "level",1148 "x_unit": "count",1149 "beta": -0.00824,1150 "se": 0.012,1151 "t": null,1152 "p": null,1153 "p_stars": "",1154 "ci_lo": null,1155 "ci_hi": null,1156 "page": 26,1157 "confidence": "high",1158 "notes": "Number of living and dining rooms (not bedrooms)"1159 },1160 {1161 "model_id": "T3-c5",1162 "var_name_printed": "Hall",1163 "taxonomy_id": "other",1164 "x_transform": "level",1165 "x_unit": "count",1166 "beta": -0.00517,1167 "se": 0.012,1168 "t": null,1169 "p": null,1170 "p_stars": "",1171 "ci_lo": null,1172 "ci_hi": null,1173 "page": 26,1174 "confidence": "high",1175 "notes": "Number of living and dining rooms (not bedrooms)"1176 },1177 {1178 "model_id": "T3-c6",1179 "var_name_printed": "Hall",1180 "taxonomy_id": "other",1181 "x_transform": "level",1182 "x_unit": "count",1183 "beta": -0.00443,1184 "se": 0.012,1185 "t": null,1186 "p": null,1187 "p_stars": "",1188 "ci_lo": null,1189 "ci_hi": null,1190 "page": 26,1191 "confidence": "high",1192 "notes": "Number of living and dining rooms (not bedrooms)"1193 },1194 {1195 "model_id": "T3-c7",1196 "var_name_printed": "Hall",1197 "taxonomy_id": "other",1198 "x_transform": "level",1199 "x_unit": "count",1200 "beta": -0.00408,1201 "se": 0.012,1202 "t": null,1203 "p": null,1204 "p_stars": "",1205 "ci_lo": null,1206 "ci_hi": null,1207 "page": 26,1208 "confidence": "high",1209 "notes": "Number of living and dining rooms (not bedrooms)"1210 },1211 {1212 "model_id": "T3-c8",1213 "var_name_printed": "Hall",1214 "taxonomy_id": "other",1215 "x_transform": "level",1216 "x_unit": "count",1217 "beta": -0.00347,1218 "se": 0.012,1219 "t": null,1220 "p": null,1221 "p_stars": "",1222 "ci_lo": null,1223 "ci_hi": null,1224 "page": 26,1225 "confidence": "high",1226 "notes": "Number of living and dining rooms (not bedrooms)"1227 },1228 {1229 "model_id": "T3-c1",1230 "var_name_printed": "Wall",1231 "taxonomy_id": "other",1232 "x_transform": "binary",1233 "x_unit": "binary",1234 "beta": 0.146,1235 "se": 0.043,1236 "t": null,1237 "p": null,1238 "p_stars": "***",1239 "ci_lo": null,1240 "ci_hi": null,1241 "page": 26,1242 "confidence": "high",1243 "notes": "Partition walls present = 1"1244 },1245 {1246 "model_id": "T3-c2",1247 "var_name_printed": "Wall",1248 "taxonomy_id": "other",1249 "x_transform": "binary",1250 "x_unit": "binary",1251 "beta": 0.12,1252 "se": 0.044,1253 "t": null,1254 "p": null,1255 "p_stars": "***",1256 "ci_lo": null,1257 "ci_hi": null,1258 "page": 26,1259 "confidence": "high",1260 "notes": "Partition walls present = 1"1261 },1262 {1263 "model_id": "T3-c3",1264 "var_name_printed": "Wall",1265 "taxonomy_id": "other",1266 "x_transform": "binary",1267 "x_unit": "binary",1268 "beta": 0.146,1269 "se": 0.043,1270 "t": null,1271 "p": null,1272 "p_stars": "***",1273 "ci_lo": null,1274 "ci_hi": null,1275 "page": 26,1276 "confidence": "high",1277 "notes": "Partition walls present = 1"1278 },1279 {1280 "model_id": "T3-c4",1281 "var_name_printed": "Wall",1282 "taxonomy_id": "other",1283 "x_transform": "binary",1284 "x_unit": "binary",1285 "beta": 0.121,1286 "se": 0.044,1287 "t": null,1288 "p": null,1289 "p_stars": "***",1290 "ci_lo": null,1291 "ci_hi": null,1292 "page": 26,1293 "confidence": "high",1294 "notes": "Partition walls present = 1"1295 },1296 {1297 "model_id": "T3-c5",1298 "var_name_printed": "Wall",1299 "taxonomy_id": "other",1300 "x_transform": "binary",1301 "x_unit": "binary",1302 "beta": 0.127,1303 "se": 0.041,1304 "t": null,1305 "p": null,1306 "p_stars": "***",1307 "ci_lo": null,1308 "ci_hi": null,1309 "page": 26,1310 "confidence": "high",1311 "notes": "Partition walls present = 1"1312 },1313 {1314 "model_id": "T3-c6",1315 "var_name_printed": "Wall",1316 "taxonomy_id": "other",1317 "x_transform": "binary",1318 "x_unit": "binary",1319 "beta": 0.101,1320 "se": 0.041,1321 "t": null,1322 "p": null,1323 "p_stars": "**",1324 "ci_lo": null,1325 "ci_hi": null,1326 "page": 26,1327 "confidence": "high",1328 "notes": "Partition walls present = 1"1329 },1330 {1331 "model_id": "T3-c7",1332 "var_name_printed": "Wall",1333 "taxonomy_id": "other",1334 "x_transform": "binary",1335 "x_unit": "binary",1336 "beta": 0.128,1337 "se": 0.041,1338 "t": null,1339 "p": null,1340 "p_stars": "***",1341 "ci_lo": null,1342 "ci_hi": null,1343 "page": 26,1344 "confidence": "high",1345 "notes": "Partition walls present = 1"1346 },1347 {1348 "model_id": "T3-c8",1349 "var_name_printed": "Wall",1350 "taxonomy_id": "other",1351 "x_transform": "binary",1352 "x_unit": "binary",1353 "beta": 0.102,1354 "se": 0.041,1355 "t": null,1356 "p": null,1357 "p_stars": "**",1358 "ci_lo": null,1359 "ci_hi": null,1360 "page": 26,1361 "confidence": "high",1362 "notes": "Partition walls present = 1"1363 },1364 {1365 "model_id": "T3-c1",1366 "var_name_printed": "Age",1367 "taxonomy_id": "age",1368 "x_transform": "level",1369 "x_unit": "years",1370 "beta": -0.00353,1371 "se": 0.007,1372 "t": null,1373 "p": null,1374 "p_stars": "",1375 "ci_lo": null,1376 "ci_hi": null,1377 "page": 26,1378 "confidence": "high",1379 "notes": "Years between construction and transaction; house fixed-effects model"1380 },1381 {1382 "model_id": "T3-c2",1383 "var_name_printed": "Age",1384 "taxonomy_id": "age",1385 "x_transform": "level",1386 "x_unit": "years",1387 "beta": 0.000662,1388 "se": 0.006,1389 "t": null,1390 "p": null,1391 "p_stars": "",1392 "ci_lo": null,1393 "ci_hi": null,1394 "page": 26,1395 "confidence": "high",1396 "notes": "Years between construction and transaction; house fixed-effects model"1397 },1398 {1399 "model_id": "T3-c3",1400 "var_name_printed": "Age",1401 "taxonomy_id": "age",1402 "x_transform": "level",1403 "x_unit": "years",1404 "beta": -0.00273,1405 "se": 0.006,1406 "t": null,1407 "p": null,1408 "p_stars": "",1409 "ci_lo": null,1410 "ci_hi": null,1411 "page": 26,1412 "confidence": "high",1413 "notes": "Years between construction and transaction; house fixed-effects model"1414 },1415 {1416 "model_id": "T3-c4",1417 "var_name_printed": "Age",1418 "taxonomy_id": "age",1419 "x_transform": "level",1420 "x_unit": "years",1421 "beta": 0.00119,1422 "se": 0.006,1423 "t": null,1424 "p": null,1425 "p_stars": "",1426 "ci_lo": null,1427 "ci_hi": null,1428 "page": 26,1429 "confidence": "high",1430 "notes": "Years between construction and transaction; house fixed-effects model"1431 },1432 {1433 "model_id": "T3-c5",1434 "var_name_printed": "Age",1435 "taxonomy_id": "age",1436 "x_transform": "level",1437 "x_unit": "years",1438 "beta": -0.00685,1439 "se": 0.004,1440 "t": null,1441 "p": null,1442 "p_stars": "*",1443 "ci_lo": null,1444 "ci_hi": null,1445 "page": 26,1446 "confidence": "high",1447 "notes": "Years between construction and transaction; house fixed-effects model"1448 },1449 {1450 "model_id": "T3-c6",1451 "var_name_printed": "Age",1452 "taxonomy_id": "age",1453 "x_transform": "level",1454 "x_unit": "years",1455 "beta": -0.00368,1456 "se": 0.004,1457 "t": null,1458 "p": null,1459 "p_stars": "",1460 "ci_lo": null,1461 "ci_hi": null,1462 "page": 26,1463 "confidence": "high",1464 "notes": "Years between construction and transaction; house fixed-effects model"1465 },1466 {1467 "model_id": "T3-c7",1468 "var_name_printed": "Age",1469 "taxonomy_id": "age",1470 "x_transform": "level",1471 "x_unit": "years",1472 "beta": -0.00624,1473 "se": 0.003,1474 "t": null,1475 "p": null,1476 "p_stars": "*",1477 "ci_lo": null,1478 "ci_hi": null,1479 "page": 26,1480 "confidence": "high",1481 "notes": "Years between construction and transaction; house fixed-effects model"1482 },1483 {1484 "model_id": "T3-c8",1485 "var_name_printed": "Age",1486 "taxonomy_id": "age",1487 "x_transform": "level",1488 "x_unit": "years",1489 "beta": -0.00332,1490 "se": 0.003,1491 "t": null,1492 "p": null,1493 "p_stars": "",1494 "ci_lo": null,1495 "ci_hi": null,1496 "page": 26,1497 "confidence": "high",1498 "notes": "Years between construction and transaction; house fixed-effects model"1499 },1500 {1501 "model_id": "T3-c1",1502 "var_name_printed": "Residential",1503 "taxonomy_id": "other",1504 "x_transform": "binary",1505 "x_unit": "binary",1506 "beta": 0.227,1507 "se": 0.144,1508 "t": null,1509 "p": null,1510 "p_stars": "",1511 "ci_lo": null,1512 "ci_hi": null,1513 "page": 26,1514 "confidence": "high",1515 "notes": "Unit designated for residential use = 1"1516 },1517 {1518 "model_id": "T3-c2",1519 "var_name_printed": "Residential",1520 "taxonomy_id": "other",1521 "x_transform": "binary",1522 "x_unit": "binary",1523 "beta": 0.277,1524 "se": 0.114,1525 "t": null,1526 "p": null,1527 "p_stars": "**",1528 "ci_lo": null,1529 "ci_hi": null,1530 "page": 26,1531 "confidence": "high",1532 "notes": "Unit designated for residential use = 1"1533 },1534 {1535 "model_id": "T3-c3",1536 "var_name_printed": "Residential",1537 "taxonomy_id": "other",1538 "x_transform": "binary",1539 "x_unit": "binary",1540 "beta": 0.218,1541 "se": 0.125,1542 "t": null,1543 "p": null,1544 "p_stars": "*",1545 "ci_lo": null,1546 "ci_hi": null,1547 "page": 26,1548 "confidence": "high",1549 "notes": "Unit designated for residential use = 1"1550 },1551 {1552 "model_id": "T3-c4",1553 "var_name_printed": "Residential",1554 "taxonomy_id": "other",1555 "x_transform": "binary",1556 "x_unit": "binary",1557 "beta": 0.266,1558 "se": 0.1,1559 "t": null,1560 "p": null,1561 "p_stars": "***",1562 "ci_lo": null,1563 "ci_hi": null,1564 "page": 26,1565 "confidence": "high",1566 "notes": "Unit designated for residential use = 1"1567 },1568 {1569 "model_id": "T3-c5",1570 "var_name_printed": "Residential",1571 "taxonomy_id": "other",1572 "x_transform": "binary",1573 "x_unit": "binary",1574 "beta": 0.229,1575 "se": 0.105,1576 "t": null,1577 "p": null,1578 "p_stars": "**",1579 "ci_lo": null,1580 "ci_hi": null,1581 "page": 26,1582 "confidence": "high",1583 "notes": "Unit designated for residential use = 1"1584 },1585 {1586 "model_id": "T3-c6",1587 "var_name_printed": "Residential",1588 "taxonomy_id": "other",1589 "x_transform": "binary",1590 "x_unit": "binary",1591 "beta": 0.264,1592 "se": 0.099,1593 "t": null,1594 "p": null,1595 "p_stars": "***",1596 "ci_lo": null,1597 "ci_hi": null,1598 "page": 26,1599 "confidence": "high",1600 "notes": "Unit designated for residential use = 1"1601 },1602 {1603 "model_id": "T3-c7",1604 "var_name_printed": "Residential",1605 "taxonomy_id": "other",1606 "x_transform": "binary",1607 "x_unit": "binary",1608 "beta": 0.243,1609 "se": 0.104,1610 "t": null,1611 "p": null,1612 "p_stars": "**",1613 "ci_lo": null,1614 "ci_hi": null,1615 "page": 26,1616 "confidence": "high",1617 "notes": "Unit designated for residential use = 1"1618 },1619 {1620 "model_id": "T3-c8",1621 "var_name_printed": "Residential",1622 "taxonomy_id": "other",1623 "x_transform": "binary",1624 "x_unit": "binary",1625 "beta": 0.265,1626 "se": 0.096,1627 "t": null,1628 "p": null,1629 "p_stars": "***",1630 "ci_lo": null,1631 "ci_hi": null,1632 "page": 26,1633 "confidence": "high",1634 "notes": "Unit designated for residential use = 1"1635 },1636 {1637 "model_id": "T3-c1",1638 "var_name_printed": "Apartment",1639 "taxonomy_id": "dwelling_type",1640 "x_transform": "binary",1641 "x_unit": "binary",1642 "beta": 0.0277,1643 "se": 0.058,1644 "t": null,1645 "p": null,1646 "p_stars": "",1647 "ci_lo": null,1648 "ci_hi": null,1649 "page": 27,1650 "confidence": "high",1651 "notes": "Apartment-type unit = 1"1652 },1653 {1654 "model_id": "T3-c2",1655 "var_name_printed": "Apartment",1656 "taxonomy_id": "dwelling_type",1657 "x_transform": "binary",1658 "x_unit": "binary",1659 "beta": 0.0361,1660 "se": 0.058,1661 "t": null,1662 "p": null,1663 "p_stars": "",1664 "ci_lo": null,1665 "ci_hi": null,1666 "page": 27,1667 "confidence": "high",1668 "notes": "Apartment-type unit = 1"1669 },1670 {1671 "model_id": "T3-c3",1672 "var_name_printed": "Apartment",1673 "taxonomy_id": "dwelling_type",1674 "x_transform": "binary",1675 "x_unit": "binary",1676 "beta": 0.0292,1677 "se": 0.059,1678 "t": null,1679 "p": null,1680 "p_stars": "",1681 "ci_lo": null,1682 "ci_hi": null,1683 "page": 27,1684 "confidence": "high",1685 "notes": "Apartment-type unit = 1"1686 },1687 {1688 "model_id": "T3-c4",1689 "var_name_printed": "Apartment",1690 "taxonomy_id": "dwelling_type",1691 "x_transform": "binary",1692 "x_unit": "binary",1693 "beta": 0.0374,1694 "se": 0.059,1695 "t": null,1696 "p": null,1697 "p_stars": "",1698 "ci_lo": null,1699 "ci_hi": null,1700 "page": 27,1701 "confidence": "high",1702 "notes": "Apartment-type unit = 1"1703 },1704 {1705 "model_id": "T3-c5",1706 "var_name_printed": "Apartment",1707 "taxonomy_id": "dwelling_type",1708 "x_transform": "binary",1709 "x_unit": "binary",1710 "beta": 0.0459,1711 "se": 0.056,1712 "t": null,1713 "p": null,1714 "p_stars": "",1715 "ci_lo": null,1716 "ci_hi": null,1717 "page": 27,1718 "confidence": "high",1719 "notes": "Apartment-type unit = 1"1720 },1721 {1722 "model_id": "T3-c6",1723 "var_name_printed": "Apartment",1724 "taxonomy_id": "dwelling_type",1725 "x_transform": "binary",1726 "x_unit": "binary",1727 "beta": 0.0488,1728 "se": 0.058,1729 "t": null,1730 "p": null,1731 "p_stars": "",1732 "ci_lo": null,1733 "ci_hi": null,1734 "page": 27,1735 "confidence": "high",1736 "notes": "Apartment-type unit = 1"1737 },1738 {1739 "model_id": "T3-c7",1740 "var_name_printed": "Apartment",1741 "taxonomy_id": "dwelling_type",1742 "x_transform": "binary",1743 "x_unit": "binary",1744 "beta": 0.0479,1745 "se": 0.056,1746 "t": null,1747 "p": null,1748 "p_stars": "",1749 "ci_lo": null,1750 "ci_hi": null,1751 "page": 27,1752 "confidence": "high",1753 "notes": "Apartment-type unit = 1"1754 },1755 {1756 "model_id": "T3-c8",1757 "var_name_printed": "Apartment",1758 "taxonomy_id": "dwelling_type",1759 "x_transform": "binary",1760 "x_unit": "binary",1761 "beta": 0.0513,1762 "se": 0.058,1763 "t": null,1764 "p": null,1765 "p_stars": "",1766 "ci_lo": null,1767 "ci_hi": null,1768 "page": 27,1769 "confidence": "high",1770 "notes": "Apartment-type unit = 1"1771 },1772 {1773 "model_id": "T3-c1",1774 "var_name_printed": "Quarter 2",1775 "taxonomy_id": "transaction_timing",1776 "x_transform": "dummy",1777 "x_unit": "binary",1778 "beta": -0.0156,1779 "se": 0.031,1780 "t": null,1781 "p": null,1782 "p_stars": "",1783 "ci_lo": null,1784 "ci_hi": null,1785 "page": 27,1786 "confidence": "high",1787 "notes": "Transaction in Q2 vs Q1"1788 },1789 {1790 "model_id": "T3-c2",1791 "var_name_printed": "Quarter 2",1792 "taxonomy_id": "transaction_timing",1793 "x_transform": "dummy",1794 "x_unit": "binary",1795 "beta": -0.0126,1796 "se": 0.031,1797 "t": null,1798 "p": null,1799 "p_stars": "",1800 "ci_lo": null,1801 "ci_hi": null,1802 "page": 27,1803 "confidence": "high",1804 "notes": "Transaction in Q2 vs Q1"1805 },1806 {1807 "model_id": "T3-c3",1808 "var_name_printed": "Quarter 2",1809 "taxonomy_id": "transaction_timing",1810 "x_transform": "dummy",1811 "x_unit": "binary",1812 "beta": -0.0156,1813 "se": 0.031,1814 "t": null,1815 "p": null,1816 "p_stars": "",1817 "ci_lo": null,1818 "ci_hi": null,1819 "page": 27,1820 "confidence": "high",1821 "notes": "Transaction in Q2 vs Q1"1822 },1823 {1824 "model_id": "T3-c4",1825 "var_name_printed": "Quarter 2",1826 "taxonomy_id": "transaction_timing",1827 "x_transform": "dummy",1828 "x_unit": "binary",1829 "beta": -0.0124,1830 "se": 0.031,1831 "t": null,1832 "p": null,1833 "p_stars": "",1834 "ci_lo": null,1835 "ci_hi": null,1836 "page": 27,1837 "confidence": "high",1838 "notes": "Transaction in Q2 vs Q1"1839 },1840 {1841 "model_id": "T3-c5",1842 "var_name_printed": "Quarter 2",1843 "taxonomy_id": "transaction_timing",1844 "x_transform": "dummy",1845 "x_unit": "binary",1846 "beta": -0.0106,1847 "se": 0.03,1848 "t": null,1849 "p": null,1850 "p_stars": "",1851 "ci_lo": null,1852 "ci_hi": null,1853 "page": 27,1854 "confidence": "high",1855 "notes": "Transaction in Q2 vs Q1"1856 },1857 {1858 "model_id": "T3-c6",1859 "var_name_printed": "Quarter 2",1860 "taxonomy_id": "transaction_timing",1861 "x_transform": "dummy",1862 "x_unit": "binary",1863 "beta": -0.00312,1864 "se": 0.03,1865 "t": null,1866 "p": null,1867 "p_stars": "",1868 "ci_lo": null,1869 "ci_hi": null,1870 "page": 27,1871 "confidence": "high",1872 "notes": "Transaction in Q2 vs Q1"1873 },1874 {1875 "model_id": "T3-c7",1876 "var_name_printed": "Quarter 2",1877 "taxonomy_id": "transaction_timing",1878 "x_transform": "dummy",1879 "x_unit": "binary",1880 "beta": -0.0104,1881 "se": 0.03,1882 "t": null,1883 "p": null,1884 "p_stars": "",1885 "ci_lo": null,1886 "ci_hi": null,1887 "page": 27,1888 "confidence": "high",1889 "notes": "Transaction in Q2 vs Q1"1890 },1891 {1892 "model_id": "T3-c8",1893 "var_name_printed": "Quarter 2",1894 "taxonomy_id": "transaction_timing",1895 "x_transform": "dummy",1896 "x_unit": "binary",1897 "beta": -0.00231,1898 "se": 0.03,1899 "t": null,1900 "p": null,1901 "p_stars": "",1902 "ci_lo": null,1903 "ci_hi": null,1904 "page": 27,1905 "confidence": "high",1906 "notes": "Transaction in Q2 vs Q1"1907 },1908 {1909 "model_id": "T3-c1",1910 "var_name_printed": "Quarter 3",1911 "taxonomy_id": "transaction_timing",1912 "x_transform": "dummy",1913 "x_unit": "binary",1914 "beta": 0.101,1915 "se": 0.025,1916 "t": null,1917 "p": null,1918 "p_stars": "***",1919 "ci_lo": null,1920 "ci_hi": null,1921 "page": 27,1922 "confidence": "high",1923 "notes": "Transaction in Q3 vs Q1"1924 },1925 {1926 "model_id": "T3-c2",1927 "var_name_printed": "Quarter 3",1928 "taxonomy_id": "transaction_timing",1929 "x_transform": "dummy",1930 "x_unit": "binary",1931 "beta": 0.0976,1932 "se": 0.025,1933 "t": null,1934 "p": null,1935 "p_stars": "***",1936 "ci_lo": null,1937 "ci_hi": null,1938 "page": 27,1939 "confidence": "high",1940 "notes": "Transaction in Q3 vs Q1"1941 },1942 {1943 "model_id": "T3-c3",1944 "var_name_printed": "Quarter 3",1945 "taxonomy_id": "transaction_timing",1946 "x_transform": "dummy",1947 "x_unit": "binary",1948 "beta": 0.1,1949 "se": 0.025,1950 "t": null,1951 "p": null,1952 "p_stars": "***",1953 "ci_lo": null,1954 "ci_hi": null,1955 "page": 27,1956 "confidence": "high",1957 "notes": "Transaction in Q3 vs Q1"1958 },1959 {1960 "model_id": "T3-c4",1961 "var_name_printed": "Quarter 3",1962 "taxonomy_id": "transaction_timing",1963 "x_transform": "dummy",1964 "x_unit": "binary",1965 "beta": 0.0967,1966 "se": 0.025,1967 "t": null,1968 "p": null,1969 "p_stars": "***",1970 "ci_lo": null,1971 "ci_hi": null,1972 "page": 27,1973 "confidence": "high",1974 "notes": "Transaction in Q3 vs Q1"1975 },1976 {1977 "model_id": "T3-c5",1978 "var_name_printed": "Quarter 3",1979 "taxonomy_id": "transaction_timing",1980 "x_transform": "dummy",1981 "x_unit": "binary",1982 "beta": 0.104,1983 "se": 0.024,1984 "t": null,1985 "p": null,1986 "p_stars": "***",1987 "ci_lo": null,1988 "ci_hi": null,1989 "page": 27,1990 "confidence": "high",1991 "notes": "Transaction in Q3 vs Q1"1992 },1993 {1994 "model_id": "T3-c6",1995 "var_name_printed": "Quarter 3",1996 "taxonomy_id": "transaction_timing",1997 "x_transform": "dummy",1998 "x_unit": "binary",1999 "beta": 0.102,2000 "se": 0.024,2001 "t": null,2002 "p": null,2003 "p_stars": "***",2004 "ci_lo": null,2005 "ci_hi": null,2006 "page": 27,2007 "confidence": "high",2008 "notes": "Transaction in Q3 vs Q1"2009 },2010 {2011 "model_id": "T3-c7",2012 "var_name_printed": "Quarter 3",2013 "taxonomy_id": "transaction_timing",2014 "x_transform": "dummy",2015 "x_unit": "binary",2016 "beta": 0.103,2017 "se": 0.025,2018 "t": null,2019 "p": null,2020 "p_stars": "***",2021 "ci_lo": null,2022 "ci_hi": null,2023 "page": 27,2024 "confidence": "high",2025 "notes": "Transaction in Q3 vs Q1"2026 },2027 {2028 "model_id": "T3-c8",2029 "var_name_printed": "Quarter 3",2030 "taxonomy_id": "transaction_timing",2031 "x_transform": "dummy",2032 "x_unit": "binary",2033 "beta": 0.102,2034 "se": 0.024,2035 "t": null,2036 "p": null,2037 "p_stars": "***",2038 "ci_lo": null,2039 "ci_hi": null,2040 "page": 27,2041 "confidence": "high",2042 "notes": "Transaction in Q3 vs Q1"2043 },2044 {2045 "model_id": "T3-c1",2046 "var_name_printed": "Quarter 4",2047 "taxonomy_id": "transaction_timing",2048 "x_transform": "dummy",2049 "x_unit": "binary",2050 "beta": 0.131,2051 "se": 0.027,2052 "t": null,2053 "p": null,2054 "p_stars": "***",2055 "ci_lo": null,2056 "ci_hi": null,2057 "page": 27,2058 "confidence": "high",2059 "notes": "Transaction in Q4 vs Q1"2060 },2061 {2062 "model_id": "T3-c2",2063 "var_name_printed": "Quarter 4",2064 "taxonomy_id": "transaction_timing",2065 "x_transform": "dummy",2066 "x_unit": "binary",2067 "beta": 0.131,2068 "se": 0.027,2069 "t": null,2070 "p": null,2071 "p_stars": "***",2072 "ci_lo": null,2073 "ci_hi": null,2074 "page": 27,2075 "confidence": "high",2076 "notes": "Transaction in Q4 vs Q1"2077 },2078 {2079 "model_id": "T3-c3",2080 "var_name_printed": "Quarter 4",2081 "taxonomy_id": "transaction_timing",2082 "x_transform": "dummy",2083 "x_unit": "binary",2084 "beta": 0.13,2085 "se": 0.028,2086 "t": null,2087 "p": null,2088 "p_stars": "***",2089 "ci_lo": null,2090 "ci_hi": null,2091 "page": 27,2092 "confidence": "high",2093 "notes": "Transaction in Q4 vs Q1"2094 },2095 {2096 "model_id": "T3-c4",2097 "var_name_printed": "Quarter 4",2098 "taxonomy_id": "transaction_timing",2099 "x_transform": "dummy",2100 "x_unit": "binary",2101 "beta": 0.131,2102 "se": 0.027,2103 "t": null,2104 "p": null,2105 "p_stars": "***",2106 "ci_lo": null,2107 "ci_hi": null,2108 "page": 27,2109 "confidence": "high",2110 "notes": "Transaction in Q4 vs Q1"2111 },2112 {2113 "model_id": "T3-c5",2114 "var_name_printed": "Quarter 4",2115 "taxonomy_id": "transaction_timing",2116 "x_transform": "dummy",2117 "x_unit": "binary",2118 "beta": 0.133,2119 "se": 0.026,2120 "t": null,2121 "p": null,2122 "p_stars": "***",2123 "ci_lo": null,2124 "ci_hi": null,2125 "page": 27,2126 "confidence": "high",2127 "notes": "Transaction in Q4 vs Q1"2128 },2129 {2130 "model_id": "T3-c6",2131 "var_name_printed": "Quarter 4",2132 "taxonomy_id": "transaction_timing",2133 "x_transform": "dummy",2134 "x_unit": "binary",2135 "beta": 0.139,2136 "se": 0.026,2137 "t": null,2138 "p": null,2139 "p_stars": "***",2140 "ci_lo": null,2141 "ci_hi": null,2142 "page": 27,2143 "confidence": "high",2144 "notes": "Transaction in Q4 vs Q1"2145 },2146 {2147 "model_id": "T3-c7",2148 "var_name_printed": "Quarter 4",2149 "taxonomy_id": "transaction_timing",2150 "x_transform": "dummy",2151 "x_unit": "binary",2152 "beta": 0.133,2153 "se": 0.027,2154 "t": null,2155 "p": null,2156 "p_stars": "***",2157 "ci_lo": null,2158 "ci_hi": null,2159 "page": 27,2160 "confidence": "high",2161 "notes": "Transaction in Q4 vs Q1"2162 },2163 {2164 "model_id": "T3-c8",2165 "var_name_printed": "Quarter 4",2166 "taxonomy_id": "transaction_timing",2167 "x_transform": "dummy",2168 "x_unit": "binary",2169 "beta": 0.14,2170 "se": 0.026,2171 "t": null,2172 "p": null,2173 "p_stars": "***",2174 "ci_lo": null,2175 "ci_hi": null,2176 "page": 27,2177 "confidence": "high",2178 "notes": "Transaction in Q4 vs Q1"2179 },2180 {2181 "model_id": "T3-c5",2182 "var_name_printed": "Days 730",2183 "taxonomy_id": "other",2184 "x_transform": "binary",2185 "x_unit": "binary",2186 "beta": 0.232,2187 "se": 0.033,2188 "t": null,2189 "p": null,2190 "p_stars": "***",2191 "ci_lo": null,2192 "ci_hi": null,2193 "page": 26,2194 "confidence": "high",2195 "notes": "Holding period under 730 days (short-term resale) = 1; transaction characteristic"2196 },2197 {2198 "model_id": "T3-c6",2199 "var_name_printed": "Days 730",2200 "taxonomy_id": "other",2201 "x_transform": "binary",2202 "x_unit": "binary",2203 "beta": 0.206,2204 "se": 0.034,2205 "t": null,2206 "p": null,2207 "p_stars": "***",2208 "ci_lo": null,2209 "ci_hi": null,2210 "page": 26,2211 "confidence": "high",2212 "notes": "Holding period under 730 days (short-term resale) = 1; transaction characteristic"2213 },2214 {2215 "model_id": "T3-c7",2216 "var_name_printed": "Days 730",2217 "taxonomy_id": "other",2218 "x_transform": "binary",2219 "x_unit": "binary",2220 "beta": 0.232,2221 "se": 0.033,2222 "t": null,2223 "p": null,2224 "p_stars": "***",2225 "ci_lo": null,2226 "ci_hi": null,2227 "page": 26,2228 "confidence": "high",2229 "notes": "Holding period under 730 days (short-term resale) = 1; transaction characteristic"2230 },2231 {2232 "model_id": "T3-c8",2233 "var_name_printed": "Days 730",2234 "taxonomy_id": "other",2235 "x_transform": "binary",2236 "x_unit": "binary",2237 "beta": 0.206,2238 "se": 0.034,2239 "t": null,2240 "p": null,2241 "p_stars": "***",2242 "ci_lo": null,2243 "ci_hi": null,2244 "page": 26,2245 "confidence": "high",2246 "notes": "Holding period under 730 days (short-term resale) = 1; transaction characteristic"2247 },2248 {2249 "model_id": "T7-c1",2250 "var_name_printed": "N_tran_1 month",2251 "taxonomy_id": "liquidity",2252 "x_transform": "level",2253 "x_unit": "count",2254 "beta": 5.09e-05,2255 "se": null,2256 "t": null,2257 "p": null,2258 "p_stars": "",2259 "ci_lo": null,2260 "ci_hi": null,2261 "page": 35,2262 "confidence": "high",2263 "notes": "Total number of short-term housing transactions in the market over a one-month window (sales volume); SE printed as (0.000), recorded as null"2264 },2265 {2266 "model_id": "T7-c2",2267 "var_name_printed": "N_tran_1 month",2268 "taxonomy_id": "liquidity",2269 "x_transform": "level",2270 "x_unit": "count",2271 "beta": 5.02e-05,2272 "se": null,2273 "t": null,2274 "p": null,2275 "p_stars": "",2276 "ci_lo": null,2277 "ci_hi": null,2278 "page": 35,2279 "confidence": "high",2280 "notes": "Total number of short-term housing transactions in the market over a one-month window (sales volume); SE printed as (0.000), recorded as null"2281 },2282 {2283 "model_id": "T7-c3",2284 "var_name_printed": "N_tran_1 month",2285 "taxonomy_id": "liquidity",2286 "x_transform": "level",2287 "x_unit": "count",2288 "beta": 5.33e-05,2289 "se": null,2290 "t": null,2291 "p": null,2292 "p_stars": "*",2293 "ci_lo": null,2294 "ci_hi": null,2295 "page": 35,2296 "confidence": "high",2297 "notes": "Total number of short-term housing transactions in the market over a one-month window (sales volume); SE printed as (0.000), recorded as null"2298 },2299 {2300 "model_id": "T7-c4",2301 "var_name_printed": "N_tran_1 month",2302 "taxonomy_id": "liquidity",2303 "x_transform": "level",2304 "x_unit": "count",2305 "beta": 5.41e-05,2306 "se": null,2307 "t": null,2308 "p": null,2309 "p_stars": "*",2310 "ci_lo": null,2311 "ci_hi": null,2312 "page": 35,2313 "confidence": "high",2314 "notes": "Total number of short-term housing transactions in the market over a one-month window (sales volume); SE printed as (0.000), recorded as null"2315 },2316 {2317 "model_id": "T7-c5",2318 "var_name_printed": "N_tran_2 months",2319 "taxonomy_id": "liquidity",2320 "x_transform": "level",2321 "x_unit": "count",2322 "beta": 5.35e-05,2323 "se": null,2324 "t": null,2325 "p": null,2326 "p_stars": "**",2327 "ci_lo": null,2328 "ci_hi": null,2329 "page": 35,2330 "confidence": "high",2331 "notes": "Total number of short-term housing transactions in the market over a two-month window (sales volume); SE printed as (0.000), recorded as null"2332 },2333 {2334 "model_id": "T7-c6",2335 "var_name_printed": "N_tran_2 months",2336 "taxonomy_id": "liquidity",2337 "x_transform": "level",2338 "x_unit": "count",2339 "beta": 4.97e-05,2340 "se": null,2341 "t": null,2342 "p": null,2343 "p_stars": "**",2344 "ci_lo": null,2345 "ci_hi": null,2346 "page": 35,2347 "confidence": "high",2348 "notes": "Total number of short-term housing transactions in the market over a two-month window (sales volume); SE printed as (0.000), recorded as null"2349 },2350 {2351 "model_id": "T7-c7",2352 "var_name_printed": "N_tran_2 months",2353 "taxonomy_id": "liquidity",2354 "x_transform": "level",2355 "x_unit": "count",2356 "beta": 5.53e-05,2357 "se": null,2358 "t": null,2359 "p": null,2360 "p_stars": "**",2361 "ci_lo": null,2362 "ci_hi": null,2363 "page": 35,2364 "confidence": "high",2365 "notes": "Total number of short-term housing transactions in the market over a two-month window (sales volume); SE printed as (0.000), recorded as null"2366 },2367 {2368 "model_id": "T7-c8",2369 "var_name_printed": "N_tran_2 months",2370 "taxonomy_id": "liquidity",2371 "x_transform": "level",2372 "x_unit": "count",2373 "beta": 5.21e-05,2374 "se": null,2375 "t": null,2376 "p": null,2377 "p_stars": "**",2378 "ci_lo": null,2379 "ci_hi": null,2380 "page": 35,2381 "confidence": "high",2382 "notes": "Total number of short-term housing transactions in the market over a two-month window (sales volume); SE printed as (0.000), recorded as null"2383 },2384 {2385 "model_id": "T7-c9",2386 "var_name_printed": "N_tran_3 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"taxonomy_id": "liquidity",2422 "x_transform": "level",2423 "x_unit": "count",2424 "beta": 5.12e-05,2425 "se": null,2426 "t": null,2427 "p": null,2428 "p_stars": "***",2429 "ci_lo": null,2430 "ci_hi": null,2431 "page": 35,2432 "confidence": "high",2433 "notes": "Total number of short-term housing transactions in the market over a three-month window (sales volume); SE printed as (0.000), recorded as null"2434 },2435 {2436 "model_id": "T7-c12",2437 "var_name_printed": "N_tran_3 months",2438 "taxonomy_id": "liquidity",2439 "x_transform": "level",2440 "x_unit": "count",2441 "beta": 5.05e-05,2442 "se": null,2443 "t": null,2444 "p": null,2445 "p_stars": "***",2446 "ci_lo": null,2447 "ci_hi": null,2448 "page": 35,2449 "confidence": "high",2450 "notes": "Total number of short-term housing transactions in the market over a three-month window (sales volume); SE printed as (0.000), recorded as null"2451 }2452 ]2453}