1{2 "record_id": "670783d3e4613f6e96cb818330755422772653ef",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "The impact of energy certification on the real estate market: an analysis using Big Data and hedonic pricing",7 "year": 2026,8 "doi": "10.36253/aestim-19711",9 "country": "Italy",10 "region_city": "Padua (Padova)",11 "sample_start": 2022,12 "sample_end": 2023,13 "property_type": "condo_apartment",14 "price_type": "listing",15 "data_source": "web-scraped real estate listings (5,188 offers, 1,738 apartments retained) in Padua, 2022-2023",16 "document_type": "journal",17 "estimators": [18 "OLS"19 ],20 "spatial_method": "urban zone dummies (10 zones, reference Torre/Mortise/Ponte di Brenta)",21 "time_fe": false,22 "location_fe": true,23 "se_type": "unknown",24 "n_obs_total": 1738,25 "ai_methods": [],26 "notes": "Dependent variable ln(P/m2) = log of listing price per square metre (EUR). 95% confidence intervals in brackets (no SE printed); star legend * p<0.10, ** p<0.05, *** p<0.01. Zone dummies (location FE) not extracted. Table A3 re-estimates the same three models with EPC class D as reference (only EPC coefficients differ; other coefficients identical to Table 3 and not duplicated). Table 5 pools both years with a 2023 dummy and 2023 interactions (interactions not extracted). EPC classes are Italian energy labels A4-A1 (>=A), B...G, G reference in Tables 3/5."27 },28 "models": [29 {30 "model_id": "T3-c1",31 "table": "3",32 "column": "Full sample",33 "page": 10,34 "dep_var": "ln(P/m2): log listing price per m2 (EUR)",35 "dep_transform": "per_m2",36 "estimator": "OLS",37 "n_obs": 1738,38 "r2": 0.55,39 "se_or_t_in_parentheses": "none",40 "sample_subset": "full sample 2022-2023"41 },42 {43 "model_id": "T3-c2",44 "table": "3",45 "column": "year=2022",46 "page": 10,47 "dep_var": "ln(P/m2): log listing price per m2 (EUR)",48 "dep_transform": "per_m2",49 "estimator": "OLS",50 "n_obs": 705,51 "r2": 0.622,52 "se_or_t_in_parentheses": "none",53 "sample_subset": "2022 listings"54 },55 {56 "model_id": "T3-c3",57 "table": "3",58 "column": "year=2023",59 "page": 10,60 "dep_var": "ln(P/m2): log listing price per m2 (EUR)",61 "dep_transform": "per_m2",62 "estimator": "OLS",63 "n_obs": 1033,64 "r2": 0.529,65 "se_or_t_in_parentheses": "none",66 "sample_subset": "2023 listings"67 },68 {69 "model_id": "T5-c1",70 "table": "5",71 "column": "β",72 "page": 13,73 "dep_var": "ln(P/m2): log listing price per m2 (EUR)",74 "dep_transform": "per_m2",75 "estimator": "OLS",76 "n_obs": 1738,77 "r2": 0.56,78 "se_or_t_in_parentheses": "none",79 "sample_subset": "pooled 2022-2023 with Year=2023 dummy and 2023 interactions on all variables except surface"80 },81 {82 "model_id": "TA3-c1",83 "table": "A3",84 "column": "Full sample",85 "page": 19,86 "dep_var": "ln(P/m2): log listing price per m2 (EUR)",87 "dep_transform": "per_m2",88 "estimator": "OLS",89 "n_obs": 1738,90 "r2": null,91 "se_or_t_in_parentheses": "none",92 "sample_subset": "full sample; EPC D reference",93 "notes": "adjusted R2 printed: 0.545 / 0.612 / 0.521; same models as Table 3 with EPC D as reference"94 },95 {96 "model_id": "TA3-c2",97 "table": "A3",98 "column": "year=2022",99 "page": 19,100 "dep_var": "ln(P/m2): log listing price per m2 (EUR)",101 "dep_transform": "per_m2",102 "estimator": "OLS",103 "n_obs": 705,104 "r2": null,105 "se_or_t_in_parentheses": "none",106 "sample_subset": "2022 listings; EPC D reference",107 "notes": "adjusted R2 printed: 0.545 / 0.612 / 0.521; same models as Table 3 with EPC D as reference"108 },109 {110 "model_id": "TA3-c3",111 "table": "A3",112 "column": "year=2023",113 "page": 19,114 "dep_var": "ln(P/m2): log listing price per m2 (EUR)",115 "dep_transform": "per_m2",116 "estimator": "OLS",117 "n_obs": 1033,118 "r2": null,119 "se_or_t_in_parentheses": "none",120 "sample_subset": "2023 listings; EPC D reference",121 "notes": "adjusted R2 printed: 0.545 / 0.612 / 0.521; same models as Table 3 with EPC D as reference"122 }123 ],124 "coefficients": [125 {126 "model_id": "T3-c1",127 "var_name_printed": "Surface (m2)",128 "taxonomy_id": "living_area",129 "x_transform": "level",130 "x_unit": "m2",131 "beta": -0.003,132 "se": null,133 "t": null,134 "p": null,135 "p_stars": "***",136 "ci_lo": -0.003,137 "ci_hi": -0.003,138 "page": 10,139 "confidence": "high",140 "notes": "dependent is price per m2, hence negative"141 },142 {143 "model_id": "T3-c2",144 "var_name_printed": "Surface (m2)",145 "taxonomy_id": "living_area",146 "x_transform": "level",147 "x_unit": "m2",148 "beta": -0.003,149 "se": null,150 "t": null,151 "p": null,152 "p_stars": "***",153 "ci_lo": -0.003,154 "ci_hi": -0.002,155 "page": 10,156 "confidence": "high",157 "notes": "dependent is price per m2, hence negative"158 },159 {160 "model_id": "T3-c3",161 "var_name_printed": "Surface (m2)",162 "taxonomy_id": "living_area",163 "x_transform": "level",164 "x_unit": "m2",165 "beta": -0.003,166 "se": null,167 "t": null,168 "p": null,169 "p_stars": "***",170 "ci_lo": -0.004,171 "ci_hi": -0.003,172 "page": 10,173 "confidence": "high",174 "notes": "dependent is price per m2, hence negative"175 },176 {177 "model_id": "T3-c1",178 "var_name_printed": "Bathrooms",179 "taxonomy_id": "bathrooms",180 "x_transform": "level",181 "x_unit": "count",182 "beta": 0.149,183 "se": null,184 "t": null,185 "p": null,186 "p_stars": "***",187 "ci_lo": 0.118,188 "ci_hi": 0.179,189 "page": 10,190 "confidence": "high",191 "notes": ""192 },193 {194 "model_id": "T3-c2",195 "var_name_printed": "Bathrooms",196 "taxonomy_id": "bathrooms",197 "x_transform": "level",198 "x_unit": "count",199 "beta": 0.091,200 "se": null,201 "t": null,202 "p": null,203 "p_stars": "***",204 "ci_lo": 0.047,205 "ci_hi": 0.136,206 "page": 10,207 "confidence": "high",208 "notes": ""209 },210 {211 "model_id": "T3-c3",212 "var_name_printed": "Bathrooms",213 "taxonomy_id": "bathrooms",214 "x_transform": "level",215 "x_unit": "count",216 "beta": 0.17,217 "se": null,218 "t": null,219 "p": null,220 "p_stars": "***",221 "ci_lo": 0.129,222 "ci_hi": 0.212,223 "page": 10,224 "confidence": "high",225 "notes": ""226 },227 {228 "model_id": "T3-c1",229 "var_name_printed": "EPC: >=A",230 "taxonomy_id": "energy_efficiency",231 "x_transform": "dummy",232 "x_unit": "binary",233 "beta": 0.506,234 "se": null,235 "t": null,236 "p": null,237 "p_stars": "***",238 "ci_lo": 0.459,239 "ci_hi": 0.553,240 "page": 10,241 "confidence": "high",242 "notes": "EPC class A (A4-A1) vs G"243 },244 {245 "model_id": "T3-c2",246 "var_name_printed": "EPC: >=A",247 "taxonomy_id": "energy_efficiency",248 "x_transform": "dummy",249 "x_unit": "binary",250 "beta": 0.473,251 "se": null,252 "t": null,253 "p": null,254 "p_stars": "***",255 "ci_lo": 0.41,256 "ci_hi": 0.536,257 "page": 10,258 "confidence": "high",259 "notes": "EPC class A (A4-A1) vs G"260 },261 {262 "model_id": "T3-c3",263 "var_name_printed": "EPC: >=A",264 "taxonomy_id": "energy_efficiency",265 "x_transform": "dummy",266 "x_unit": "binary",267 "beta": 0.517,268 "se": null,269 "t": null,270 "p": null,271 "p_stars": "***",272 "ci_lo": 0.449,273 "ci_hi": 0.585,274 "page": 10,275 "confidence": "high",276 "notes": "EPC class A (A4-A1) vs G"277 },278 {279 "model_id": "T3-c1",280 "var_name_printed": "EPC: B",281 "taxonomy_id": "energy_efficiency",282 "x_transform": "dummy",283 "x_unit": "binary",284 "beta": 0.361,285 "se": null,286 "t": null,287 "p": null,288 "p_stars": "***",289 "ci_lo": 0.265,290 "ci_hi": 0.458,291 "page": 10,292 "confidence": "high",293 "notes": "vs G"294 },295 {296 "model_id": "T3-c2",297 "var_name_printed": "EPC: B",298 "taxonomy_id": "energy_efficiency",299 "x_transform": "dummy",300 "x_unit": "binary",301 "beta": 0.312,302 "se": null,303 "t": null,304 "p": null,305 "p_stars": "***",306 "ci_lo": 0.202,307 "ci_hi": 0.421,308 "page": 10,309 "confidence": "high",310 "notes": "vs G"311 },312 {313 "model_id": "T3-c3",314 "var_name_printed": "EPC: B",315 "taxonomy_id": "energy_efficiency",316 "x_transform": "dummy",317 "x_unit": "binary",318 "beta": 0.361,319 "se": null,320 "t": null,321 "p": null,322 "p_stars": "***",323 "ci_lo": 0.2,324 "ci_hi": 0.522,325 "page": 10,326 "confidence": "high",327 "notes": "vs G"328 },329 {330 "model_id": "T3-c1",331 "var_name_printed": "EPC: C",332 "taxonomy_id": "energy_efficiency",333 "x_transform": "dummy",334 "x_unit": "binary",335 "beta": 0.253,336 "se": null,337 "t": null,338 "p": null,339 "p_stars": "***",340 "ci_lo": 0.167,341 "ci_hi": 0.339,342 "page": 10,343 "confidence": "high",344 "notes": "vs G"345 },346 {347 "model_id": "T3-c2",348 "var_name_printed": "EPC: C",349 "taxonomy_id": "energy_efficiency",350 "x_transform": "dummy",351 "x_unit": "binary",352 "beta": 0.183,353 "se": null,354 "t": null,355 "p": null,356 "p_stars": "***",357 "ci_lo": 0.08,358 "ci_hi": 0.287,359 "page": 10,360 "confidence": "high",361 "notes": "vs G"362 },363 {364 "model_id": "T3-c3",365 "var_name_printed": "EPC: C",366 "taxonomy_id": "energy_efficiency",367 "x_transform": "dummy",368 "x_unit": "binary",369 "beta": 0.321,370 "se": null,371 "t": null,372 "p": null,373 "p_stars": "***",374 "ci_lo": 0.185,375 "ci_hi": 0.457,376 "page": 10,377 "confidence": "high",378 "notes": "vs G"379 },380 {381 "model_id": "T3-c1",382 "var_name_printed": "EPC: D",383 "taxonomy_id": "energy_efficiency",384 "x_transform": "dummy",385 "x_unit": "binary",386 "beta": 0.245,387 "se": null,388 "t": null,389 "p": null,390 "p_stars": "***",391 "ci_lo": 0.192,392 "ci_hi": 0.299,393 "page": 10,394 "confidence": "high",395 "notes": "vs G"396 },397 {398 "model_id": "T3-c2",399 "var_name_printed": "EPC: D",400 "taxonomy_id": "energy_efficiency",401 "x_transform": "dummy",402 "x_unit": "binary",403 "beta": 0.165,404 "se": null,405 "t": null,406 "p": null,407 "p_stars": "***",408 "ci_lo": 0.089,409 "ci_hi": 0.241,410 "page": 10,411 "confidence": "high",412 "notes": "vs G"413 },414 {415 "model_id": "T3-c3",416 "var_name_printed": "EPC: D",417 "taxonomy_id": "energy_efficiency",418 "x_transform": "dummy",419 "x_unit": "binary",420 "beta": 0.279,421 "se": null,422 "t": null,423 "p": null,424 "p_stars": "***",425 "ci_lo": 0.205,426 "ci_hi": 0.352,427 "page": 10,428 "confidence": "high",429 "notes": "vs G"430 },431 {432 "model_id": "T3-c1",433 "var_name_printed": "EPC: E",434 "taxonomy_id": "energy_efficiency",435 "x_transform": "dummy",436 "x_unit": "binary",437 "beta": 0.091,438 "se": null,439 "t": null,440 "p": null,441 "p_stars": "***",442 "ci_lo": 0.043,443 "ci_hi": 0.139,444 "page": 10,445 "confidence": "high",446 "notes": "vs G"447 },448 {449 "model_id": "T3-c2",450 "var_name_printed": "EPC: E",451 "taxonomy_id": "energy_efficiency",452 "x_transform": "dummy",453 "x_unit": "binary",454 "beta": 0.077,455 "se": null,456 "t": null,457 "p": null,458 "p_stars": "**",459 "ci_lo": 0.016,460 "ci_hi": 0.139,461 "page": 10,462 "confidence": "high",463 "notes": "vs G"464 },465 {466 "model_id": "T3-c3",467 "var_name_printed": "EPC: E",468 "taxonomy_id": "energy_efficiency",469 "x_transform": "dummy",470 "x_unit": "binary",471 "beta": 0.095,472 "se": null,473 "t": null,474 "p": null,475 "p_stars": "***",476 "ci_lo": 0.025,477 "ci_hi": 0.166,478 "page": 10,479 "confidence": "high",480 "notes": "vs G"481 },482 {483 "model_id": "T3-c1",484 "var_name_printed": "EPC: F",485 "taxonomy_id": "energy_efficiency",486 "x_transform": "dummy",487 "x_unit": "binary",488 "beta": 0.071,489 "se": null,490 "t": null,491 "p": null,492 "p_stars": "***",493 "ci_lo": 0.029,494 "ci_hi": 0.113,495 "page": 10,496 "confidence": "high",497 "notes": "vs G"498 },499 {500 "model_id": "T3-c2",501 "var_name_printed": "EPC: F",502 "taxonomy_id": "energy_efficiency",503 "x_transform": "dummy",504 "x_unit": "binary",505 "beta": 0.026,506 "se": null,507 "t": null,508 "p": null,509 "p_stars": "",510 "ci_lo": -0.032,511 "ci_hi": 0.084,512 "page": 10,513 "confidence": "high",514 "notes": "vs G"515 },516 {517 "model_id": "T3-c3",518 "var_name_printed": "EPC: F",519 "taxonomy_id": "energy_efficiency",520 "x_transform": "dummy",521 "x_unit": "binary",522 "beta": 0.097,523 "se": null,524 "t": null,525 "p": null,526 "p_stars": "***",527 "ci_lo": 0.039,528 "ci_hi": 0.155,529 "page": 10,530 "confidence": "high",531 "notes": "vs G"532 },533 {534 "model_id": "T3-c1",535 "var_name_printed": "Elevator (present)",536 "taxonomy_id": "accessibility",537 "x_transform": "binary",538 "x_unit": "binary",539 "beta": 0.103,540 "se": null,541 "t": null,542 "p": null,543 "p_stars": "***",544 "ci_lo": 0.07,545 "ci_hi": 0.135,546 "page": 10,547 "confidence": "high",548 "notes": ""549 },550 {551 "model_id": "T3-c2",552 "var_name_printed": "Elevator (present)",553 "taxonomy_id": "accessibility",554 "x_transform": "binary",555 "x_unit": "binary",556 "beta": 0.093,557 "se": null,558 "t": null,559 "p": null,560 "p_stars": "***",561 "ci_lo": 0.049,562 "ci_hi": 0.136,563 "page": 10,564 "confidence": "high",565 "notes": ""566 },567 {568 "model_id": "T3-c3",569 "var_name_printed": "Elevator (present)",570 "taxonomy_id": "accessibility",571 "x_transform": "binary",572 "x_unit": "binary",573 "beta": 0.093,574 "se": null,575 "t": null,576 "p": null,577 "p_stars": "***",578 "ci_lo": 0.047,579 "ci_hi": 0.139,580 "page": 10,581 "confidence": "high",582 "notes": ""583 },584 {585 "model_id": "T3-c1",586 "var_name_printed": "Alarm System (present)",587 "taxonomy_id": "other",588 "x_transform": "binary",589 "x_unit": "binary",590 "beta": 0.033,591 "se": null,592 "t": null,593 "p": null,594 "p_stars": "*",595 "ci_lo": -0.005,596 "ci_hi": 0.07,597 "page": 10,598 "confidence": "high",599 "notes": "alarm system present"600 },601 {602 "model_id": "T3-c2",603 "var_name_printed": "Alarm System (present)",604 "taxonomy_id": "other",605 "x_transform": "binary",606 "x_unit": "binary",607 "beta": 0.087,608 "se": null,609 "t": null,610 "p": null,611 "p_stars": "***",612 "ci_lo": 0.037,613 "ci_hi": 0.138,614 "page": 10,615 "confidence": "high",616 "notes": "alarm system present"617 },618 {619 "model_id": "T3-c3",620 "var_name_printed": "Alarm System (present)",621 "taxonomy_id": "other",622 "x_transform": "binary",623 "x_unit": "binary",624 "beta": 0.005,625 "se": null,626 "t": null,627 "p": null,628 "p_stars": "",629 "ci_lo": -0.049,630 "ci_hi": 0.059,631 "page": 10,632 "confidence": "high",633 "notes": "alarm system present"634 },635 {636 "model_id": "T5-c1",637 "var_name_printed": "Surface (m2)",638 "taxonomy_id": "living_area",639 "x_transform": "level",640 "x_unit": "m2",641 "beta": -0.003,642 "se": null,643 "t": null,644 "p": null,645 "p_stars": "***",646 "ci_lo": -0.003,647 "ci_hi": -0.003,648 "page": 13,649 "confidence": "high",650 "notes": "dependent is price per m2"651 },652 {653 "model_id": "T5-c1",654 "var_name_printed": "Bathrooms",655 "taxonomy_id": "bathrooms",656 "x_transform": "level",657 "x_unit": "count",658 "beta": 0.122,659 "se": null,660 "t": null,661 "p": null,662 "p_stars": "***",663 "ci_lo": 0.081,664 "ci_hi": 0.163,665 "page": 13,666 "confidence": "high",667 "notes": "2022 base level; 2023 x Bathrooms interaction 0.036 (ns) not extracted"668 },669 {670 "model_id": "T5-c1",671 "var_name_printed": ">=A",672 "taxonomy_id": "energy_efficiency",673 "x_transform": "dummy",674 "x_unit": "binary",675 "beta": 0.466,676 "se": null,677 "t": null,678 "p": null,679 "p_stars": "***",680 "ci_lo": 0.392,681 "ci_hi": 0.54,682 "page": 13,683 "confidence": "high",684 "notes": "EPC >=A vs G, 2022 base level"685 },686 {687 "model_id": "T5-c1",688 "var_name_printed": "B",689 "taxonomy_id": "energy_efficiency",690 "x_transform": "dummy",691 "x_unit": "binary",692 "beta": 0.311,693 "se": null,694 "t": null,695 "p": null,696 "p_stars": "***",697 "ci_lo": 0.182,698 "ci_hi": 0.439,699 "page": 13,700 "confidence": "high",701 "notes": "EPC B vs G, 2022 base level"702 },703 {704 "model_id": "T5-c1",705 "var_name_printed": "C",706 "taxonomy_id": "energy_efficiency",707 "x_transform": "dummy",708 "x_unit": "binary",709 "beta": 0.18,710 "se": null,711 "t": null,712 "p": null,713 "p_stars": "***",714 "ci_lo": 0.059,715 "ci_hi": 0.301,716 "page": 13,717 "confidence": "high",718 "notes": "EPC C vs G, 2022 base level"719 },720 {721 "model_id": "T5-c1",722 "var_name_printed": "D",723 "taxonomy_id": "energy_efficiency",724 "x_transform": "dummy",725 "x_unit": "binary",726 "beta": 0.157,727 "se": null,728 "t": null,729 "p": null,730 "p_stars": "***",731 "ci_lo": 0.068,732 "ci_hi": 0.246,733 "page": 13,734 "confidence": "high",735 "notes": "EPC D vs G, 2022 base level"736 },737 {738 "model_id": "T5-c1",739 "var_name_printed": "E",740 "taxonomy_id": "energy_efficiency",741 "x_transform": "dummy",742 "x_unit": "binary",743 "beta": 0.07,744 "se": null,745 "t": null,746 "p": null,747 "p_stars": "*",748 "ci_lo": -0.002,749 "ci_hi": 0.141,750 "page": 13,751 "confidence": "high",752 "notes": "EPC E vs G, 2022 base level"753 },754 {755 "model_id": "T5-c1",756 "var_name_printed": "F",757 "taxonomy_id": "energy_efficiency",758 "x_transform": "dummy",759 "x_unit": "binary",760 "beta": 0.022,761 "se": null,762 "t": null,763 "p": null,764 "p_stars": "",765 "ci_lo": -0.046,766 "ci_hi": 0.09,767 "page": 13,768 "confidence": "high",769 "notes": "EPC F vs G, 2022 base level"770 },771 {772 "model_id": "T5-c1",773 "var_name_printed": "Elevator (present)",774 "taxonomy_id": "accessibility",775 "x_transform": "binary",776 "x_unit": "binary",777 "beta": 0.093,778 "se": null,779 "t": null,780 "p": null,781 "p_stars": "***",782 "ci_lo": 0.042,783 "ci_hi": 0.144,784 "page": 13,785 "confidence": "high",786 "notes": "2022 base level"787 },788 {789 "model_id": "T5-c1",790 "var_name_printed": "Alarm System (present)",791 "taxonomy_id": "other",792 "x_transform": "binary",793 "x_unit": "binary",794 "beta": 0.089,795 "se": null,796 "t": null,797 "p": null,798 "p_stars": "***",799 "ci_lo": 0.029,800 "ci_hi": 0.149,801 "page": 13,802 "confidence": "high",803 "notes": "alarm system; 2022 base level (2023 interaction -0.087**)"804 },805 {806 "model_id": "TA3-c1",807 "var_name_printed": "EPC: >=A",808 "taxonomy_id": "energy_efficiency",809 "x_transform": "dummy",810 "x_unit": "binary",811 "beta": 0.261,812 "se": null,813 "t": null,814 "p": null,815 "p_stars": "***",816 "ci_lo": 0.203,817 "ci_hi": 0.319,818 "page": 19,819 "confidence": "high",820 "notes": "EPC class vs reference class D"821 },822 {823 "model_id": "TA3-c2",824 "var_name_printed": "EPC: >=A",825 "taxonomy_id": "energy_efficiency",826 "x_transform": "dummy",827 "x_unit": "binary",828 "beta": 0.308,829 "se": null,830 "t": null,831 "p": null,832 "p_stars": "***",833 "ci_lo": 0.226,834 "ci_hi": 0.39,835 "page": 19,836 "confidence": "high",837 "notes": "EPC class vs reference class D"838 },839 {840 "model_id": "TA3-c3",841 "var_name_printed": "EPC: >=A",842 "taxonomy_id": "energy_efficiency",843 "x_transform": "dummy",844 "x_unit": "binary",845 "beta": 0.238,846 "se": null,847 "t": null,848 "p": null,849 "p_stars": "***",850 "ci_lo": 0.159,851 "ci_hi": 0.317,852 "page": 19,853 "confidence": "high",854 "notes": "EPC class vs reference class D"855 },856 {857 "model_id": "TA3-c1",858 "var_name_printed": "EPC: B",859 "taxonomy_id": "energy_efficiency",860 "x_transform": "dummy",861 "x_unit": "binary",862 "beta": 0.116,863 "se": null,864 "t": null,865 "p": null,866 "p_stars": "**",867 "ci_lo": 0.013,868 "ci_hi": 0.219,869 "page": 19,870 "confidence": "high",871 "notes": "EPC class vs reference class D"872 },873 {874 "model_id": "TA3-c2",875 "var_name_printed": "EPC: B",876 "taxonomy_id": "energy_efficiency",877 "x_transform": "dummy",878 "x_unit": "binary",879 "beta": 0.147,880 "se": null,881 "t": null,882 "p": null,883 "p_stars": "**",884 "ci_lo": 0.024,885 "ci_hi": 0.269,886 "page": 19,887 "confidence": "high",888 "notes": "EPC class vs reference class D"889 },890 {891 "model_id": "TA3-c3",892 "var_name_printed": "EPC: B",893 "taxonomy_id": "energy_efficiency",894 "x_transform": "dummy",895 "x_unit": "binary",896 "beta": 0.082,897 "se": null,898 "t": null,899 "p": null,900 "p_stars": "",901 "ci_lo": -0.083,902 "ci_hi": 0.248,903 "page": 19,904 "confidence": "high",905 "notes": "EPC class vs reference class D"906 },907 {908 "model_id": "TA3-c1",909 "var_name_printed": "EPC: C",910 "taxonomy_id": "energy_efficiency",911 "x_transform": "dummy",912 "x_unit": "binary",913 "beta": 0.008,914 "se": null,915 "t": null,916 "p": null,917 "p_stars": "",918 "ci_lo": -0.085,919 "ci_hi": 0.101,920 "page": 19,921 "confidence": "high",922 "notes": "EPC class vs reference class D"923 },924 {925 "model_id": "TA3-c2",926 "var_name_printed": "EPC: C",927 "taxonomy_id": "energy_efficiency",928 "x_transform": "dummy",929 "x_unit": "binary",930 "beta": 0.019,931 "se": null,932 "t": null,933 "p": null,934 "p_stars": "",935 "ci_lo": -0.097,936 "ci_hi": 0.134,937 "page": 19,938 "confidence": "high",939 "notes": "EPC class vs reference class D"940 },941 {942 "model_id": "TA3-c3",943 "var_name_printed": "EPC: C",944 "taxonomy_id": "energy_efficiency",945 "x_transform": "dummy",946 "x_unit": "binary",947 "beta": 0.042,948 "se": null,949 "t": null,950 "p": null,951 "p_stars": "",952 "ci_lo": -0.1,953 "ci_hi": 0.185,954 "page": 19,955 "confidence": "high",956 "notes": "EPC class vs reference class D"957 },958 {959 "model_id": "TA3-c1",960 "var_name_printed": "EPC: E",961 "taxonomy_id": "energy_efficiency",962 "x_transform": "dummy",963 "x_unit": "binary",964 "beta": -0.154,965 "se": null,966 "t": null,967 "p": null,968 "p_stars": "***",969 "ci_lo": -0.214,970 "ci_hi": -0.094,971 "page": 19,972 "confidence": "high",973 "notes": "EPC class vs reference class D"974 },975 {976 "model_id": "TA3-c2",977 "var_name_printed": "EPC: E",978 "taxonomy_id": "energy_efficiency",979 "x_transform": "dummy",980 "x_unit": "binary",981 "beta": -0.087,982 "se": null,983 "t": null,984 "p": null,985 "p_stars": "**",986 "ci_lo": -0.17,987 "ci_hi": -0.005,988 "page": 19,989 "confidence": "high",990 "notes": "EPC class vs reference class D"991 },992 {993 "model_id": "TA3-c3",994 "var_name_printed": "EPC: E",995 "taxonomy_id": "energy_efficiency",996 "x_transform": "dummy",997 "x_unit": "binary",998 "beta": -0.183,999 "se": null,1000 "t": null,1001 "p": null,1002 "p_stars": "***",1003 "ci_lo": -0.267,1004 "ci_hi": -0.1,1005 "page": 19,1006 "confidence": "high",1007 "notes": "EPC class vs reference class D"1008 },1009 {1010 "model_id": "TA3-c1",1011 "var_name_printed": "EPC: F",1012 "taxonomy_id": "energy_efficiency",1013 "x_transform": "dummy",1014 "x_unit": "binary",1015 "beta": -0.174,1016 "se": null,1017 "t": null,1018 "p": null,1019 "p_stars": "***",1020 "ci_lo": -0.23,1021 "ci_hi": -0.119,1022 "page": 19,1023 "confidence": "high",1024 "notes": "EPC class vs reference class D"1025 },1026 {1027 "model_id": "TA3-c2",1028 "var_name_printed": "EPC: F",1029 "taxonomy_id": "energy_efficiency",1030 "x_transform": "dummy",1031 "x_unit": "binary",1032 "beta": -0.138,1033 "se": null,1034 "t": null,1035 "p": null,1036 "p_stars": "***",1037 "ci_lo": -0.219,1038 "ci_hi": -0.058,1039 "page": 19,1040 "confidence": "high",1041 "notes": "EPC class vs reference class D"1042 },1043 {1044 "model_id": "TA3-c3",1045 "var_name_printed": "EPC: F",1046 "taxonomy_id": "energy_efficiency",1047 "x_transform": "dummy",1048 "x_unit": "binary",1049 "beta": -0.182,1050 "se": null,1051 "t": null,1052 "p": null,1053 "p_stars": "***",1054 "ci_lo": -0.256,1055 "ci_hi": -0.107,1056 "page": 19,1057 "confidence": "high",1058 "notes": "EPC class vs reference class D"1059 },1060 {1061 "model_id": "TA3-c1",1062 "var_name_printed": "EPC: G",1063 "taxonomy_id": "energy_efficiency",1064 "x_transform": "dummy",1065 "x_unit": "binary",1066 "beta": -0.245,1067 "se": null,1068 "t": null,1069 "p": null,1070 "p_stars": "***",1071 "ci_lo": -0.299,1072 "ci_hi": -0.192,1073 "page": 19,1074 "confidence": "high",1075 "notes": "EPC class vs reference class D"1076 },1077 {1078 "model_id": "TA3-c2",1079 "var_name_printed": "EPC: G",1080 "taxonomy_id": "energy_efficiency",1081 "x_transform": "dummy",1082 "x_unit": "binary",1083 "beta": -0.165,1084 "se": null,1085 "t": null,1086 "p": null,1087 "p_stars": "***",1088 "ci_lo": -0.241,1089 "ci_hi": -0.089,1090 "page": 19,1091 "confidence": "high",1092 "notes": "EPC class vs reference class D"1093 },1094 {1095 "model_id": "TA3-c3",1096 "var_name_printed": "EPC: G",1097 "taxonomy_id": "energy_efficiency",1098 "x_transform": "dummy",1099 "x_unit": "binary",1100 "beta": -0.279,1101 "se": null,1102 "t": null,1103 "p": null,1104 "p_stars": "***",1105 "ci_lo": -0.352,1106 "ci_hi": -0.205,1107 "page": 19,1108 "confidence": "high",1109 "notes": "EPC class vs reference class D"1110 }1111 ]1112}