1{2 "record_id": "0d7a1f874f9358489f6f5882b5a4900f21774211",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6 "title": "Spatial Heterogeneity in Housing Market: Ankara Metropolitan Area",7 "year": 2022,8 "doi": "10.18070/erciyesiibd.1122568",9 "country": "Turkey",10 "region_city": "Ankara metropolitan area (8 districts)",11 "sample_start": 2021,12 "sample_end": 2021,13 "property_type": "condo_apartment",14 "price_type": "listing",15 "data_source": "hepsiemlak.com listings, 2,784 residential properties as of 13 November 2021; POI from OpenStreetMap",16 "document_type": "journal",17 "estimators": [18 "OLS",19 "GWR"20 ],21 "spatial_method": "GWR (Gaussian adaptive kernel; bandwidth 45 by CV, 59 by AIC)",22 "time_fe": false,23 "location_fe": false,24 "se_type": "OLS",25 "n_obs_total": 2784,26 "ai_methods": [],27 "notes": "Dependent variable: natural log of asking price in Turkish Lira. Table 3 (p.4): global OLS with Coef., Std. Error, t value, p value, GVIF; stars *** 1%, ** 5%, * 10%. Table 5 (p.6): GWR 1 (CV) and GWR 2 (AIC) summarised as Min / 1st Qu. / Median / 3rd Qu. / Max of local coefficients; the MEDIAN is recorded as beta for GWR models, quartiles/min/max in notes; no SE for GWR. Floor categories relative to middle floors; bath dummy = more than one bathroom; distances in kilometres. Property type: dwellings (apartments) in Ankara metro; 'gated.community' and 'num.views' mapped to other/view."28 },29 "models": [30 {31 "model_id": "T3-ols",32 "table": "3",33 "column": "Coef.",34 "page": 4,35 "dep_var": "ln asking price (TRY)",36 "dep_transform": "log",37 "estimator": "OLS",38 "n_obs": 2784,39 "r2": 0.6974,40 "se_or_t_in_parentheses": "se",41 "sample_subset": "Global OLS; SE, t and p in separate columns; adj R2 0.6953"42 },43 {44 "model_id": "T5-gwr1",45 "table": "5",46 "column": "GWR 1 (CV approach) Median",47 "page": 6,48 "dep_var": "ln asking price (TRY)",49 "dep_transform": "log",50 "estimator": "GWR",51 "n_obs": 2784,52 "r2": 0.9,53 "se_or_t_in_parentheses": "none",54 "sample_subset": "GWR adaptive bandwidth 45 (CV); median of local coefficients; adj R2 0.866"55 },56 {57 "model_id": "T5-gwr2",58 "table": "5",59 "column": "GWR 2 (AIC approach) Median",60 "page": 6,61 "dep_var": "ln asking price (TRY)",62 "dep_transform": "log",63 "estimator": "GWR",64 "n_obs": 2784,65 "r2": 0.889,66 "se_or_t_in_parentheses": "none",67 "sample_subset": "GWR adaptive bandwidth 59 (AIC); median of local coefficients; adj R2 0.860"68 }69 ],70 "coefficients": [71 {72 "model_id": "T3-ols",73 "var_name_printed": "net.area",74 "taxonomy_id": "living_area",75 "x_transform": "level",76 "x_unit": "m2",77 "beta": 0.004,78 "se": 0.0,79 "t": 13.863,80 "p": 0.0,81 "p_stars": "***",82 "ci_lo": null,83 "ci_hi": null,84 "page": 4,85 "confidence": "high",86 "notes": "net surface area of the dwelling in m2; SE printed as 0.000 (rounded to 3 decimals), t=13.863"87 },88 {89 "model_id": "T3-ols",90 "var_name_printed": "bedroom",91 "taxonomy_id": "bedrooms",92 "x_transform": "level",93 "x_unit": "count",94 "beta": -0.013,95 "se": 0.015,96 "t": -0.862,97 "p": 0.389,98 "p_stars": "",99 "ci_lo": null,100 "ci_hi": null,101 "page": 4,102 "confidence": "high",103 "notes": "number of bedrooms"104 },105 {106 "model_id": "T3-ols",107 "var_name_printed": "livingroom",108 "taxonomy_id": "other",109 "x_transform": "level",110 "x_unit": "count",111 "beta": -0.048,112 "se": 0.052,113 "t": -0.916,114 "p": 0.36,115 "p_stars": "",116 "ci_lo": null,117 "ci_hi": null,118 "page": 4,119 "confidence": "high",120 "notes": "number of living rooms"121 },122 {123 "model_id": "T3-ols",124 "var_name_printed": "bath: more.than.one",125 "taxonomy_id": "bathrooms",126 "x_transform": "binary",127 "x_unit": "binary",128 "beta": 0.286,129 "se": 0.019,130 "t": 14.87,131 "p": 0.0,132 "p_stars": "***",133 "ci_lo": null,134 "ci_hi": null,135 "page": 4,136 "confidence": "high",137 "notes": "more than one bathroom (=1) vs one"138 },139 {140 "model_id": "T3-ols",141 "var_name_printed": "floor: ground.floor",142 "taxonomy_id": "floor_level",143 "x_transform": "dummy",144 "x_unit": "binary",145 "beta": -0.212,146 "se": 0.02,147 "t": -10.461,148 "p": 0.0,149 "p_stars": "***",150 "ci_lo": null,151 "ci_hi": null,152 "page": 4,153 "confidence": "high",154 "notes": "ground floor vs middle floors (reference)"155 },156 {157 "model_id": "T3-ols",158 "var_name_printed": "floor: top.floor",159 "taxonomy_id": "floor_level",160 "x_transform": "dummy",161 "x_unit": "binary",162 "beta": -0.073,163 "se": 0.019,164 "t": -3.912,165 "p": 0.0,166 "p_stars": "***",167 "ci_lo": null,168 "ci_hi": null,169 "page": 4,170 "confidence": "high",171 "notes": "top floor vs middle floors (reference)"172 },173 {174 "model_id": "T3-ols",175 "var_name_printed": "floor: basement.floor",176 "taxonomy_id": "floor_level",177 "x_transform": "dummy",178 "x_unit": "binary",179 "beta": -0.447,180 "se": 0.024,181 "t": -18.323,182 "p": 0.0,183 "p_stars": "***",184 "ci_lo": null,185 "ci_hi": null,186 "page": 4,187 "confidence": "high",188 "notes": "basement level vs middle floors (reference)"189 },190 {191 "model_id": "T3-ols",192 "var_name_printed": "total.floor",193 "taxonomy_id": "storeys",194 "x_transform": "level",195 "x_unit": "count",196 "beta": 0.024,197 "se": 0.002,198 "t": 15.813,199 "p": 0.0,200 "p_stars": "***",201 "ci_lo": null,202 "ci_hi": null,203 "page": 4,204 "confidence": "high",205 "notes": "total number of floors in the building"206 },207 {208 "model_id": "T3-ols",209 "var_name_printed": "age",210 "taxonomy_id": "age",211 "x_transform": "level",212 "x_unit": "years",213 "beta": -0.007,214 "se": 0.001,215 "t": -9.138,216 "p": 0.0,217 "p_stars": "***",218 "ci_lo": null,219 "ci_hi": null,220 "page": 4,221 "confidence": "high",222 "notes": "age of the building in years"223 },224 {225 "model_id": "T3-ols",226 "var_name_printed": "carpark.indoor: yes",227 "taxonomy_id": "parking",228 "x_transform": "binary",229 "x_unit": "binary",230 "beta": 0.17,231 "se": 0.018,232 "t": 9.57,233 "p": 0.0,234 "p_stars": "***",235 "ci_lo": null,236 "ci_hi": null,237 "page": 4,238 "confidence": "high",239 "notes": "building has indoor parking (=1)"240 },241 {242 "model_id": "T3-ols",243 "var_name_printed": "carpark.outdoor: yes",244 "taxonomy_id": "parking",245 "x_transform": "binary",246 "x_unit": "binary",247 "beta": -0.035,248 "se": 0.015,249 "t": -2.328,250 "p": 0.02,251 "p_stars": "*",252 "ci_lo": null,253 "ci_hi": null,254 "page": 4,255 "confidence": "high",256 "notes": "building has outdoor parking (=1)"257 },258 {259 "model_id": "T3-ols",260 "var_name_printed": "gated.community: yes",261 "taxonomy_id": "other",262 "x_transform": "binary",263 "x_unit": "binary",264 "beta": -0.01,265 "se": 0.016,266 "t": -0.663,267 "p": 0.507,268 "p_stars": "",269 "ci_lo": null,270 "ci_hi": null,271 "page": 4,272 "confidence": "high",273 "notes": "located in a gated community (=1)"274 },275 {276 "model_id": "T3-ols",277 "var_name_printed": "num.views",278 "taxonomy_id": "view",279 "x_transform": "level",280 "x_unit": "count",281 "beta": -0.007,282 "se": 0.008,283 "t": -0.879,284 "p": 0.379,285 "p_stars": "",286 "ci_lo": null,287 "ci_hi": null,288 "page": 4,289 "confidence": "high",290 "notes": "number of facade orientations/views (east, west, south, north)"291 },292 {293 "model_id": "T3-ols",294 "var_name_printed": "dist.transportation",295 "taxonomy_id": "transit_distance",296 "x_transform": "level",297 "x_unit": "km",298 "beta": -0.015,299 "se": 0.01,300 "t": -1.518,301 "p": 0.129,302 "p_stars": "",303 "ci_lo": null,304 "ci_hi": null,305 "page": 4,306 "confidence": "high",307 "notes": "distance to closest transportation station, km"308 },309 {310 "model_id": "T3-ols",311 "var_name_printed": "dist.school",312 "taxonomy_id": "school_distance",313 "x_transform": "level",314 "x_unit": "km",315 "beta": 0.21,316 "se": 0.011,317 "t": 18.965,318 "p": 0.0,319 "p_stars": "***",320 "ci_lo": null,321 "ci_hi": null,322 "page": 4,323 "confidence": "high",324 "notes": "distance to closest primary school, km"325 },326 {327 "model_id": "T3-ols",328 "var_name_printed": "dist.mall",329 "taxonomy_id": "commercial_distance",330 "x_transform": "level",331 "x_unit": "km",332 "beta": -0.16,333 "se": 0.008,334 "t": -19.614,335 "p": 0.0,336 "p_stars": "***",337 "ci_lo": null,338 "ci_hi": null,339 "page": 4,340 "confidence": "high",341 "notes": "distance to closest shopping mall, km"342 },343 {344 "model_id": "T3-ols",345 "var_name_printed": "dist.hospital",346 "taxonomy_id": "hospital_distance",347 "x_transform": "level",348 "x_unit": "km",349 "beta": -0.091,350 "se": 0.011,351 "t": -8.619,352 "p": 0.0,353 "p_stars": "***",354 "ci_lo": null,355 "ci_hi": null,356 "page": 4,357 "confidence": "high",358 "notes": "distance to closest hospital, km"359 },360 {361 "model_id": "T3-ols",362 "var_name_printed": "dist.university",363 "taxonomy_id": "university_distance",364 "x_transform": "level",365 "x_unit": "km",366 "beta": -0.049,367 "se": 0.008,368 "t": -6.395,369 "p": 0.0,370 "p_stars": "***",371 "ci_lo": null,372 "ci_hi": null,373 "page": 4,374 "confidence": "high",375 "notes": "distance to closest university, km"376 },377 {378 "model_id": "T3-ols",379 "var_name_printed": "dist.police",380 "taxonomy_id": "public_services",381 "x_transform": "level",382 "x_unit": "km",383 "beta": 0.06,384 "se": 0.007,385 "t": 8.394,386 "p": 0.0,387 "p_stars": "***",388 "ci_lo": null,389 "ci_hi": null,390 "page": 4,391 "confidence": "high",392 "notes": "distance to closest police station, km"393 },394 {395 "model_id": "T5-gwr1",396 "var_name_printed": "net.area",397 "taxonomy_id": "living_area",398 "x_transform": "level",399 "x_unit": "m2",400 "beta": 0.003,401 "se": null,402 "t": null,403 "p": null,404 "p_stars": "",405 "ci_lo": null,406 "ci_hi": null,407 "page": 6,408 "confidence": "medium",409 "notes": "net surface area of the dwelling in m2; GWR median of local coefficients; min=-0.001, Q1=0.002, Q3=0.004, max=0.012; no SE"410 },411 {412 "model_id": "T5-gwr1",413 "var_name_printed": "bedroom",414 "taxonomy_id": "bedrooms",415 "x_transform": "level",416 "x_unit": "count",417 "beta": 0.06,418 "se": null,419 "t": null,420 "p": null,421 "p_stars": "",422 "ci_lo": null,423 "ci_hi": null,424 "page": 6,425 "confidence": "medium",426 "notes": "number of bedrooms; GWR median of local coefficients; min=-0.401, Q1=0.007, Q3=0.093, max=0.205; no SE"427 },428 {429 "model_id": "T5-gwr1",430 "var_name_printed": "livingroom",431 "taxonomy_id": "other",432 "x_transform": "level",433 "x_unit": "count",434 "beta": 0.039,435 "se": null,436 "t": null,437 "p": null,438 "p_stars": "",439 "ci_lo": null,440 "ci_hi": null,441 "page": 6,442 "confidence": "medium",443 "notes": "number of living rooms; GWR median of local coefficients; min=-14.027, Q1=-0.14, Q3=0.184, max=0.969; no SE"444 },445 {446 "model_id": "T5-gwr1",447 "var_name_printed": "bath: more.than.one",448 "taxonomy_id": "bathrooms",449 "x_transform": "binary",450 "x_unit": "binary",451 "beta": 0.147,452 "se": null,453 "t": null,454 "p": null,455 "p_stars": "",456 "ci_lo": null,457 "ci_hi": null,458 "page": 6,459 "confidence": "medium",460 "notes": "more than one bathroom (=1) vs one; GWR median of local coefficients; min=-0.07, Q1=0.094, Q3=0.21, max=0.4; no SE"461 },462 {463 "model_id": "T5-gwr1",464 "var_name_printed": "floor: ground.floor",465 "taxonomy_id": "floor_level",466 "x_transform": "dummy",467 "x_unit": "binary",468 "beta": -0.271,469 "se": null,470 "t": null,471 "p": null,472 "p_stars": "",473 "ci_lo": null,474 "ci_hi": null,475 "page": 6,476 "confidence": "medium",477 "notes": "ground floor vs middle floors (reference); GWR median of local coefficients; min=-0.472, Q1=-0.348, Q3=-0.205, max=0.225; no SE"478 },479 {480 "model_id": "T5-gwr1",481 "var_name_printed": "floor: top.floor",482 "taxonomy_id": "floor_level",483 "x_transform": "dummy",484 "x_unit": "binary",485 "beta": -0.073,486 "se": null,487 "t": null,488 "p": null,489 "p_stars": "",490 "ci_lo": null,491 "ci_hi": null,492 "page": 6,493 "confidence": "medium",494 "notes": "top floor vs middle floors (reference); GWR median of local coefficients; min=-0.278, Q1=-0.105, Q3=-0.034, max=0.119; no SE"495 },496 {497 "model_id": "T5-gwr1",498 "var_name_printed": "floor: basement.floor",499 "taxonomy_id": "floor_level",500 "x_transform": "dummy",501 "x_unit": "binary",502 "beta": -0.481,503 "se": null,504 "t": null,505 "p": null,506 "p_stars": "",507 "ci_lo": null,508 "ci_hi": null,509 "page": 6,510 "confidence": "medium",511 "notes": "basement level vs middle floors (reference); GWR median of local coefficients; min=-0.856, Q1=-0.566, Q3=-0.41, max=0.679; no SE"512 },513 {514 "model_id": "T5-gwr1",515 "var_name_printed": "total.floor",516 "taxonomy_id": "storeys",517 "x_transform": "level",518 "x_unit": "count",519 "beta": 0.025,520 "se": null,521 "t": null,522 "p": null,523 "p_stars": "",524 "ci_lo": null,525 "ci_hi": null,526 "page": 6,527 "confidence": "medium",528 "notes": "total number of floors in the building; GWR median of local coefficients; min=-0.023, Q1=0.018, Q3=0.031, max=0.053; no SE"529 },530 {531 "model_id": "T5-gwr1",532 "var_name_printed": "age",533 "taxonomy_id": "age",534 "x_transform": "level",535 "x_unit": "years",536 "beta": -0.011,537 "se": null,538 "t": null,539 "p": null,540 "p_stars": "",541 "ci_lo": null,542 "ci_hi": null,543 "page": 6,544 "confidence": "medium",545 "notes": "age of the building in years; GWR median of local coefficients; min=-0.036, Q1=-0.016, Q3=-0.008, max=0.003; no SE"546 },547 {548 "model_id": "T5-gwr1",549 "var_name_printed": "carpark.indoor: yes",550 "taxonomy_id": "parking",551 "x_transform": "binary",552 "x_unit": "binary",553 "beta": 0.071,554 "se": null,555 "t": null,556 "p": null,557 "p_stars": "",558 "ci_lo": null,559 "ci_hi": null,560 "page": 6,561 "confidence": "medium",562 "notes": "building has indoor parking (=1); GWR median of local coefficients; min=-0.105, Q1=0.026, Q3=0.125, max=0.384; no SE"563 },564 {565 "model_id": "T5-gwr1",566 "var_name_printed": "carpark.outdoor: yes",567 "taxonomy_id": "parking",568 "x_transform": "binary",569 "x_unit": "binary",570 "beta": 0.005,571 "se": null,572 "t": null,573 "p": null,574 "p_stars": "",575 "ci_lo": null,576 "ci_hi": null,577 "page": 6,578 "confidence": "medium",579 "notes": "building has outdoor parking (=1); GWR median of local coefficients; min=-0.195, Q1=-0.019, Q3=0.036, max=0.175; no SE"580 },581 {582 "model_id": "T5-gwr1",583 "var_name_printed": "gated.community: yes",584 "taxonomy_id": "other",585 "x_transform": "binary",586 "x_unit": "binary",587 "beta": -0.021,588 "se": null,589 "t": null,590 "p": null,591 "p_stars": "",592 "ci_lo": null,593 "ci_hi": null,594 "page": 6,595 "confidence": "medium",596 "notes": "located in a gated community (=1); GWR median of local coefficients; min=-0.141, Q1=-0.047, Q3=0.009, max=0.112; no SE"597 },598 {599 "model_id": "T5-gwr1",600 "var_name_printed": "num.views",601 "taxonomy_id": "view",602 "x_transform": "level",603 "x_unit": "count",604 "beta": -0.002,605 "se": null,606 "t": null,607 "p": null,608 "p_stars": "",609 "ci_lo": null,610 "ci_hi": null,611 "page": 6,612 "confidence": "medium",613 "notes": "number of facade orientations/views (east, west, south, north); GWR median of local coefficients; min=-0.069, Q1=-0.021, Q3=0.013, max=0.104; no SE"614 },615 {616 "model_id": "T5-gwr1",617 "var_name_printed": "dist.transportation",618 "taxonomy_id": "transit_distance",619 "x_transform": "level",620 "x_unit": "km",621 "beta": -0.033,622 "se": null,623 "t": null,624 "p": null,625 "p_stars": "",626 "ci_lo": null,627 "ci_hi": null,628 "page": 6,629 "confidence": "medium",630 "notes": "distance to closest transportation station, km; GWR median of local coefficients; min=-76.786, Q1=-0.141, Q3=0.068, max=2.473; no SE"631 },632 {633 "model_id": "T5-gwr1",634 "var_name_printed": "dist.school",635 "taxonomy_id": "school_distance",636 "x_transform": "level",637 "x_unit": "km",638 "beta": 0.083,639 "se": null,640 "t": null,641 "p": null,642 "p_stars": "",643 "ci_lo": null,644 "ci_hi": null,645 "page": 6,646 "confidence": "medium",647 "notes": "distance to closest primary school, km; GWR median of local coefficients; min=-552.54, Q1=-0.112, Q3=0.262, max=3.246; no SE"648 },649 {650 "model_id": "T5-gwr1",651 "var_name_printed": "dist.mall",652 "taxonomy_id": "commercial_distance",653 "x_transform": "level",654 "x_unit": "km",655 "beta": -0.096,656 "se": null,657 "t": null,658 "p": null,659 "p_stars": "",660 "ci_lo": null,661 "ci_hi": null,662 "page": 6,663 "confidence": "medium",664 "notes": "distance to closest shopping mall, km; GWR median of local coefficients; min=-2.735, Q1=-0.208, Q3=-0.019, max=304.215; no SE"665 },666 {667 "model_id": "T5-gwr1",668 "var_name_printed": "dist.hospital",669 "taxonomy_id": "hospital_distance",670 "x_transform": "level",671 "x_unit": "km",672 "beta": -0.056,673 "se": null,674 "t": null,675 "p": null,676 "p_stars": "",677 "ci_lo": null,678 "ci_hi": null,679 "page": 6,680 "confidence": "medium",681 "notes": "distance to closest hospital, km; GWR median of local coefficients; min=-1.741, Q1=-0.139, Q3=0.054, max=409.446; no SE"682 },683 {684 "model_id": "T5-gwr1",685 "var_name_printed": "dist.university",686 "taxonomy_id": "university_distance",687 "x_transform": "level",688 "x_unit": "km",689 "beta": -0.021,690 "se": null,691 "t": null,692 "p": null,693 "p_stars": "",694 "ci_lo": null,695 "ci_hi": null,696 "page": 6,697 "confidence": "medium",698 "notes": "distance to closest university, km; GWR median of local coefficients; min=-2.022, Q1=-0.158, Q3=0.068, max=38.315; no SE"699 },700 {701 "model_id": "T5-gwr1",702 "var_name_printed": "dist.police",703 "taxonomy_id": "public_services",704 "x_transform": "level",705 "x_unit": "km",706 "beta": -0.007,707 "se": null,708 "t": null,709 "p": null,710 "p_stars": "",711 "ci_lo": null,712 "ci_hi": null,713 "page": 6,714 "confidence": "medium",715 "notes": "distance to closest police station, km; GWR median of local coefficients; min=-170.9, Q1=-0.103, Q3=0.089, max=3.612; no SE"716 },717 {718 "model_id": "T5-gwr2",719 "var_name_printed": "net.area",720 "taxonomy_id": "living_area",721 "x_transform": "level",722 "x_unit": "m2",723 "beta": 0.003,724 "se": null,725 "t": null,726 "p": null,727 "p_stars": "",728 "ci_lo": null,729 "ci_hi": null,730 "page": 6,731 "confidence": "medium",732 "notes": "net surface area of the dwelling in m2; GWR median of local coefficients; min=0.0, Q1=0.002, Q3=0.004, max=0.009; no SE"733 },734 {735 "model_id": "T5-gwr2",736 "var_name_printed": "bedroom",737 "taxonomy_id": "bedrooms",738 "x_transform": "level",739 "x_unit": "count",740 "beta": 0.053,741 "se": null,742 "t": null,743 "p": null,744 "p_stars": "",745 "ci_lo": null,746 "ci_hi": null,747 "page": 6,748 "confidence": "medium",749 "notes": "number of bedrooms; GWR median of local coefficients; min=-0.234, Q1=0.005, Q3=0.094, max=0.192; no SE"750 },751 {752 "model_id": "T5-gwr2",753 "var_name_printed": "livingroom",754 "taxonomy_id": "other",755 "x_transform": "level",756 "x_unit": "count",757 "beta": 0.04,758 "se": null,759 "t": null,760 "p": null,761 "p_stars": "",762 "ci_lo": null,763 "ci_hi": null,764 "page": 6,765 "confidence": "medium",766 "notes": "number of living rooms; GWR median of local coefficients; min=-0.999, Q1=-0.111, Q3=0.165, max=0.431; no SE"767 },768 {769 "model_id": "T5-gwr2",770 "var_name_printed": "bath: more.than.one",771 "taxonomy_id": "bathrooms",772 "x_transform": "binary",773 "x_unit": "binary",774 "beta": 0.155,775 "se": null,776 "t": null,777 "p": null,778 "p_stars": "",779 "ci_lo": null,780 "ci_hi": null,781 "page": 6,782 "confidence": "medium",783 "notes": "more than one bathroom (=1) vs one; GWR median of local coefficients; min=-0.027, Q1=0.104, Q3=0.207, max=0.396; no SE"784 },785 {786 "model_id": "T5-gwr2",787 "var_name_printed": "floor: ground.floor",788 "taxonomy_id": "floor_level",789 "x_transform": "dummy",790 "x_unit": "binary",791 "beta": -0.27,792 "se": null,793 "t": null,794 "p": null,795 "p_stars": "",796 "ci_lo": null,797 "ci_hi": null,798 "page": 6,799 "confidence": "medium",800 "notes": "ground floor vs middle floors (reference); GWR median of local coefficients; min=-0.444, Q1=-0.347, Q3=-0.209, max=0.093; no SE"801 },802 {803 "model_id": "T5-gwr2",804 "var_name_printed": "floor: top.floor",805 "taxonomy_id": "floor_level",806 "x_transform": "dummy",807 "x_unit": "binary",808 "beta": -0.075,809 "se": null,810 "t": null,811 "p": null,812 "p_stars": "",813 "ci_lo": null,814 "ci_hi": null,815 "page": 6,816 "confidence": "medium",817 "notes": "top floor vs middle floors (reference); GWR median of local coefficients; min=-0.199, Q1=-0.106, Q3=-0.04, max=0.06; no SE"818 },819 {820 "model_id": "T5-gwr2",821 "var_name_printed": "floor: basement.floor",822 "taxonomy_id": "floor_level",823 "x_transform": "dummy",824 "x_unit": "binary",825 "beta": -0.476,826 "se": null,827 "t": null,828 "p": null,829 "p_stars": "",830 "ci_lo": null,831 "ci_hi": null,832 "page": 6,833 "confidence": "medium",834 "notes": "basement level vs middle floors (reference); GWR median of local coefficients; min=-0.774, Q1=-0.564, Q3=-0.413, max=-0.097; no SE"835 },836 {837 "model_id": "T5-gwr2",838 "var_name_printed": "total.floor",839 "taxonomy_id": "storeys",840 "x_transform": "level",841 "x_unit": "count",842 "beta": 0.025,843 "se": null,844 "t": null,845 "p": null,846 "p_stars": "",847 "ci_lo": null,848 "ci_hi": null,849 "page": 6,850 "confidence": "medium",851 "notes": "total number of floors in the building; GWR median of local coefficients; min=-0.005, Q1=0.02, Q3=0.03, max=0.05; no SE"852 },853 {854 "model_id": "T5-gwr2",855 "var_name_printed": "age",856 "taxonomy_id": "age",857 "x_transform": "level",858 "x_unit": "years",859 "beta": -0.011,860 "se": null,861 "t": null,862 "p": null,863 "p_stars": "",864 "ci_lo": null,865 "ci_hi": null,866 "page": 6,867 "confidence": "medium",868 "notes": "age of the building in years; GWR median of local coefficients; min=-0.034, Q1=-0.015, Q3=-0.008, max=0.002; no SE"869 },870 {871 "model_id": "T5-gwr2",872 "var_name_printed": "carpark.indoor: yes",873 "taxonomy_id": "parking",874 "x_transform": "binary",875 "x_unit": "binary",876 "beta": 0.075,877 "se": null,878 "t": null,879 "p": null,880 "p_stars": "",881 "ci_lo": null,882 "ci_hi": null,883 "page": 6,884 "confidence": "medium",885 "notes": "building has indoor parking (=1); GWR median of local coefficients; min=-0.068, Q1=0.035, Q3=0.123, max=0.36; no SE"886 },887 {888 "model_id": "T5-gwr2",889 "var_name_printed": "carpark.outdoor: yes",890 "taxonomy_id": "parking",891 "x_transform": "binary",892 "x_unit": "binary",893 "beta": 0.004,894 "se": null,895 "t": null,896 "p": null,897 "p_stars": "",898 "ci_lo": null,899 "ci_hi": null,900 "page": 6,901 "confidence": "medium",902 "notes": "building has outdoor parking (=1); GWR median of local coefficients; min=-0.177, Q1=-0.016, Q3=0.032, max=0.137; no SE"903 },904 {905 "model_id": "T5-gwr2",906 "var_name_printed": "gated.community: yes",907 "taxonomy_id": "other",908 "x_transform": "binary",909 "x_unit": "binary",910 "beta": -0.019,911 "se": null,912 "t": null,913 "p": null,914 "p_stars": "",915 "ci_lo": null,916 "ci_hi": null,917 "page": 6,918 "confidence": "medium",919 "notes": "located in a gated community (=1); GWR median of local coefficients; min=-0.096, Q1=-0.043, Q3=0.006, max=0.052; no SE"920 },921 {922 "model_id": "T5-gwr2",923 "var_name_printed": "num.views",924 "taxonomy_id": "view",925 "x_transform": "level",926 "x_unit": "count",927 "beta": -0.002,928 "se": null,929 "t": null,930 "p": null,931 "p_stars": "",932 "ci_lo": null,933 "ci_hi": null,934 "page": 6,935 "confidence": "medium",936 "notes": "number of facade orientations/views (east, west, south, north); GWR median of local coefficients; min=-0.061, Q1=-0.019, Q3=0.012, max=0.058; no SE"937 },938 {939 "model_id": "T5-gwr2",940 "var_name_printed": "dist.transportation",941 "taxonomy_id": "transit_distance",942 "x_transform": "level",943 "x_unit": "km",944 "beta": -0.02,945 "se": null,946 "t": null,947 "p": null,948 "p_stars": "",949 "ci_lo": null,950 "ci_hi": null,951 "page": 6,952 "confidence": "medium",953 "notes": "distance to closest transportation station, km; GWR median of local coefficients; min=-1.223, Q1=-0.109, Q3=0.07, max=1.89; no SE"954 },955 {956 "model_id": "T5-gwr2",957 "var_name_printed": "dist.school",958 "taxonomy_id": "school_distance",959 "x_transform": "level",960 "x_unit": "km",961 "beta": 0.127,962 "se": null,963 "t": null,964 "p": null,965 "p_stars": "",966 "ci_lo": null,967 "ci_hi": null,968 "page": 6,969 "confidence": "medium",970 "notes": "distance to closest primary school, km; GWR median of local coefficients; min=-1.42, Q1=-0.076, Q3=0.301, max=2.545; no SE"971 },972 {973 "model_id": "T5-gwr2",974 "var_name_printed": "dist.mall",975 "taxonomy_id": "commercial_distance",976 "x_transform": "level",977 "x_unit": "km",978 "beta": -0.118,979 "se": null,980 "t": null,981 "p": null,982 "p_stars": "",983 "ci_lo": null,984 "ci_hi": null,985 "page": 6,986 "confidence": "medium",987 "notes": "distance to closest shopping mall, km; GWR median of local coefficients; min=-2.14, Q1=-0.213, Q3=-0.045, max=1.43; no SE"988 },989 {990 "model_id": "T5-gwr2",991 "var_name_printed": "dist.hospital",992 "taxonomy_id": "hospital_distance",993 "x_transform": "level",994 "x_unit": "km",995 "beta": -0.071,996 "se": null,997 "t": null,998 "p": null,999 "p_stars": "",1000 "ci_lo": null,1001 "ci_hi": null,1002 "page": 6,1003 "confidence": "medium",1004 "notes": "distance to closest hospital, km; GWR median of local coefficients; min=-1.448, Q1=-0.138, Q3=0.014, max=0.85; no SE"1005 },1006 {1007 "model_id": "T5-gwr2",1008 "var_name_printed": "dist.university",1009 "taxonomy_id": "university_distance",1010 "x_transform": "level",1011 "x_unit": "km",1012 "beta": -0.024,1013 "se": null,1014 "t": null,1015 "p": null,1016 "p_stars": "",1017 "ci_lo": null,1018 "ci_hi": null,1019 "page": 6,1020 "confidence": "medium",1021 "notes": "distance to closest university, km; GWR median of local coefficients; min=-1.666, Q1=-0.135, Q3=0.055, max=3.673; no SE"1022 },1023 {1024 "model_id": "T5-gwr2",1025 "var_name_printed": "dist.police",1026 "taxonomy_id": "public_services",1027 "x_transform": "level",1028 "x_unit": "km",1029 "beta": -0.013,1030 "se": null,1031 "t": null,1032 "p": null,1033 "p_stars": "",1034 "ci_lo": null,1035 "ci_hi": null,1036 "page": 6,1037 "confidence": "medium",1038 "notes": "distance to closest police station, km; GWR median of local coefficients; min=-5.637, Q1=-0.084, Q3=0.074, max=1.923; no SE"1039 }1040 ]1041}