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": "Türkiye",10 "region_city": "Ankara metropolitan area (8 districts: Cankaya, Kecioren, Mamak, Etimesgut, Yenimahalle, Sincan, Altindag, Pursaklar)",11 "sample_start": 2021,12 "sample_end": 2021,13 "property_type": "condo_apartment",14 "price_type": "listing",15 "data_source": "hepsiemlak.com listings as of 13 November 2021 (2,784 residential properties) + OpenStreetMap POIs",16 "document_type": "journal",17 "estimators": [18 "OLS",19 "GWR"20 ],21 "spatial_method": "GWR, Gaussian kernel, adaptive bandwidth (CV = 45, AIC = 59 neighbours)",22 "time_fe": false,23 "location_fe": false,24 "se_type": "OLS",25 "n_obs_total": 2784,26 "ai_methods": [],27 "notes": "Erciyes Univ. J. Fac. Econ. Admin. Sci. 63, 9-16. Cross-sectional listing data (asking prices in TL, logged). Property type: residential units with floor-level/total-floor attributes (apartment-dominated; type not formally restricted). Distances in km (Euclidean to nearest POI)."28 },29 "models": [30 {31 "model_id": "T3-OLS",32 "table": "3",33 "column": "Coef.",34 "page": 4,35 "dep_var": "ln(asking price, TL)",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": "full sample, 8 metropolitan districts of Ankara",42 "notes": "Global OLS benchmark; adj. R2 0.6953; Moran's I of residuals 0.149 (p<0.001). Variables: 13 of 19 significant."43 },44 {45 "model_id": "T5-GWR1-median",46 "table": "5",47 "column": "GWR 1 (CV approach) Median",48 "page": 6,49 "dep_var": "ln(asking price, TL)",50 "dep_transform": "log",51 "estimator": "GWR",52 "n_obs": 2784,53 "r2": 0.901,54 "se_or_t_in_parentheses": "none",55 "sample_subset": "full sample",56 "notes": "GWR with Gaussian kernel, adaptive bandwidth 45 neighbours chosen by cross-validation; Table 5 reports Min, Q1, Median, Q3, Max of local coefficients (median extracted). R2 0.901 (Table 4; 0.900 in Table 5), adj. R2 0.866, AIC -436.021."57 },58 {59 "model_id": "T5-GWR2-median",60 "table": "5",61 "column": "GWR 2 (AIC approach) Median",62 "page": 6,63 "dep_var": "ln(asking price, TL)",64 "dep_transform": "log",65 "estimator": "GWR",66 "n_obs": 2784,67 "r2": 0.889,68 "se_or_t_in_parentheses": "none",69 "sample_subset": "full sample",70 "notes": "GWR with Gaussian kernel, adaptive bandwidth 59 neighbours chosen by AIC; median of local coefficients extracted. R2 0.889, adj. R2 0.860, AIC -232.054."71 }72 ],73 "coefficients": [74 {75 "model_id": "T3-OLS",76 "var_name_printed": "net.area",77 "taxonomy_id": "living_area",78 "x_transform": "level",79 "x_unit": "m2",80 "beta": 0.004,81 "se": null,82 "t": 13.863,83 "p": 0.0,84 "p_stars": "***",85 "ci_lo": null,86 "ci_hi": null,87 "page": 4,88 "confidence": "medium",89 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. net surface area of dwelling (m2); SE printed as 0.000 (rounded) - use t"90 },91 {92 "model_id": "T3-OLS",93 "var_name_printed": "bedroom",94 "taxonomy_id": "bedrooms",95 "x_transform": "level",96 "x_unit": "count",97 "beta": -0.013,98 "se": 0.015,99 "t": -0.862,100 "p": 0.389,101 "p_stars": "",102 "ci_lo": null,103 "ci_hi": null,104 "page": 4,105 "confidence": "high",106 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. number of bedrooms"107 },108 {109 "model_id": "T3-OLS",110 "var_name_printed": "livingroom",111 "taxonomy_id": null,112 "x_transform": "level",113 "x_unit": "count",114 "beta": -0.048,115 "se": 0.052,116 "t": -0.916,117 "p": 0.36,118 "p_stars": "",119 "ci_lo": null,120 "ci_hi": null,121 "page": 4,122 "confidence": "high",123 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. number of living rooms; no taxonomy leaf"124 },125 {126 "model_id": "T3-OLS",127 "var_name_printed": "bath: more.than.one",128 "taxonomy_id": "bathrooms",129 "x_transform": "dummy",130 "x_unit": "binary",131 "beta": 0.286,132 "se": 0.019,133 "t": 14.87,134 "p": 0.0,135 "p_stars": "***",136 "ci_lo": null,137 "ci_hi": null,138 "page": 4,139 "confidence": "high",140 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. 1 = more than one bathroom (vs one)"141 },142 {143 "model_id": "T3-OLS",144 "var_name_printed": "floor: ground.floor",145 "taxonomy_id": "floor_level",146 "x_transform": "dummy",147 "x_unit": "binary",148 "beta": -0.212,149 "se": 0.02,150 "t": -10.461,151 "p": 0.0,152 "p_stars": "***",153 "ci_lo": null,154 "ci_hi": null,155 "page": 4,156 "confidence": "high",157 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. floor category, reference = middle floors"158 },159 {160 "model_id": "T3-OLS",161 "var_name_printed": "floor: top.floor",162 "taxonomy_id": "floor_level",163 "x_transform": "dummy",164 "x_unit": "binary",165 "beta": -0.073,166 "se": 0.019,167 "t": -3.912,168 "p": 0.0,169 "p_stars": "***",170 "ci_lo": null,171 "ci_hi": null,172 "page": 4,173 "confidence": "high",174 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. floor category, reference = middle floors"175 },176 {177 "model_id": "T3-OLS",178 "var_name_printed": "floor: basement.floor",179 "taxonomy_id": "floor_level",180 "x_transform": "dummy",181 "x_unit": "binary",182 "beta": -0.447,183 "se": 0.024,184 "t": -18.323,185 "p": 0.0,186 "p_stars": "***",187 "ci_lo": null,188 "ci_hi": null,189 "page": 4,190 "confidence": "high",191 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. floor category, reference = middle floors"192 },193 {194 "model_id": "T3-OLS",195 "var_name_printed": "total.floor",196 "taxonomy_id": "storeys",197 "x_transform": "level",198 "x_unit": "count",199 "beta": 0.024,200 "se": 0.002,201 "t": 15.813,202 "p": 0.0,203 "p_stars": "***",204 "ci_lo": null,205 "ci_hi": null,206 "page": 4,207 "confidence": "high",208 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. total number of floors in the building"209 },210 {211 "model_id": "T3-OLS",212 "var_name_printed": "age",213 "taxonomy_id": "age",214 "x_transform": "level",215 "x_unit": "years",216 "beta": -0.007,217 "se": 0.001,218 "t": -9.138,219 "p": 0.0,220 "p_stars": "***",221 "ci_lo": null,222 "ci_hi": null,223 "page": 4,224 "confidence": "high",225 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. age of building in years"226 },227 {228 "model_id": "T3-OLS",229 "var_name_printed": "carpark.indoor: yes",230 "taxonomy_id": "parking",231 "x_transform": "binary",232 "x_unit": "binary",233 "beta": 0.17,234 "se": 0.018,235 "t": 9.57,236 "p": 0.0,237 "p_stars": "***",238 "ci_lo": null,239 "ci_hi": null,240 "page": 4,241 "confidence": "high",242 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. indoor car park in building"243 },244 {245 "model_id": "T3-OLS",246 "var_name_printed": "carpark.outdoor: yes",247 "taxonomy_id": "parking",248 "x_transform": "binary",249 "x_unit": "binary",250 "beta": -0.035,251 "se": 0.015,252 "t": -2.328,253 "p": 0.02,254 "p_stars": "*",255 "ci_lo": null,256 "ci_hi": null,257 "page": 4,258 "confidence": "high",259 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. outdoor car park"260 },261 {262 "model_id": "T3-OLS",263 "var_name_printed": "gated.community: yes",264 "taxonomy_id": null,265 "x_transform": "binary",266 "x_unit": "binary",267 "beta": -0.01,268 "se": 0.016,269 "t": -0.663,270 "p": 0.507,271 "p_stars": "",272 "ci_lo": null,273 "ci_hi": null,274 "page": 4,275 "confidence": "high",276 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. located in a gated community; no taxonomy leaf"277 },278 {279 "model_id": "T3-OLS",280 "var_name_printed": "num.views",281 "taxonomy_id": "sunlight",282 "x_transform": "level",283 "x_unit": "count",284 "beta": -0.007,285 "se": 0.008,286 "t": -0.879,287 "p": 0.379,288 "p_stars": "",289 "ci_lo": null,290 "ci_hi": null,291 "page": 4,292 "confidence": "high",293 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. number of facade directions (east/west/south/north) of the dwelling; mapped to sunlight/orientation"294 },295 {296 "model_id": "T3-OLS",297 "var_name_printed": "dist.transportation",298 "taxonomy_id": "transit_distance",299 "x_transform": "level",300 "x_unit": "km",301 "beta": -0.015,302 "se": 0.01,303 "t": -1.518,304 "p": 0.129,305 "p_stars": "",306 "ci_lo": null,307 "ci_hi": null,308 "page": 4,309 "confidence": "high",310 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. distance to closest transportation station (km)"311 },312 {313 "model_id": "T3-OLS",314 "var_name_printed": "dist.school",315 "taxonomy_id": "school_distance",316 "x_transform": "level",317 "x_unit": "km",318 "beta": 0.21,319 "se": 0.011,320 "t": 18.965,321 "p": 0.0,322 "p_stars": "***",323 "ci_lo": null,324 "ci_hi": null,325 "page": 4,326 "confidence": "high",327 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. distance to closest primary school (km); GVIF 5.19"328 },329 {330 "model_id": "T3-OLS",331 "var_name_printed": "dist.mall",332 "taxonomy_id": "commercial_distance",333 "x_transform": "level",334 "x_unit": "km",335 "beta": -0.16,336 "se": 0.008,337 "t": -19.614,338 "p": 0.0,339 "p_stars": "***",340 "ci_lo": null,341 "ci_hi": null,342 "page": 4,343 "confidence": "high",344 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. distance to closest shopping mall (km)"345 },346 {347 "model_id": "T3-OLS",348 "var_name_printed": "dist.hospital",349 "taxonomy_id": "hospital_distance",350 "x_transform": "level",351 "x_unit": "km",352 "beta": -0.091,353 "se": 0.011,354 "t": -8.619,355 "p": 0.0,356 "p_stars": "***",357 "ci_lo": null,358 "ci_hi": null,359 "page": 4,360 "confidence": "high",361 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. distance to closest hospital (km)"362 },363 {364 "model_id": "T3-OLS",365 "var_name_printed": "dist.university",366 "taxonomy_id": "university_distance",367 "x_transform": "level",368 "x_unit": "km",369 "beta": -0.049,370 "se": 0.008,371 "t": -6.395,372 "p": 0.0,373 "p_stars": "***",374 "ci_lo": null,375 "ci_hi": null,376 "page": 4,377 "confidence": "high",378 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. distance to closest university (km)"379 },380 {381 "model_id": "T3-OLS",382 "var_name_printed": "dist.police",383 "taxonomy_id": "public_services",384 "x_transform": "level",385 "x_unit": "km",386 "beta": 0.06,387 "se": 0.007,388 "t": 8.394,389 "p": 0.0,390 "p_stars": "***",391 "ci_lo": null,392 "ci_hi": null,393 "page": 4,394 "confidence": "high",395 "notes": "Stars: *** 1%, ** 5%, * 10%. Columns Coef., Std. Error, t value, p value, GVIF. distance to closest police station (km)"396 },397 {398 "model_id": "T5-GWR1-median",399 "var_name_printed": "net.area",400 "taxonomy_id": "living_area",401 "x_transform": "level",402 "x_unit": "m2",403 "beta": 0.003,404 "se": null,405 "t": null,406 "p": null,407 "p_stars": "",408 "ci_lo": null,409 "ci_hi": null,410 "page": 6,411 "confidence": "medium",412 "notes": "Median of local GWR coefficients (Table 5); 1st quartile 0.002, 3rd quartile 0.004; no SE or significance printed. net surface area of dwelling (m2)"413 },414 {415 "model_id": "T5-GWR2-median",416 "var_name_printed": "net.area",417 "taxonomy_id": "living_area",418 "x_transform": "level",419 "x_unit": "m2",420 "beta": 0.003,421 "se": null,422 "t": null,423 "p": null,424 "p_stars": "",425 "ci_lo": null,426 "ci_hi": null,427 "page": 6,428 "confidence": "medium",429 "notes": "Median of local GWR coefficients (Table 5); 1st quartile 0.002, 3rd quartile 0.004; no SE or significance printed. net surface area of dwelling (m2)"430 },431 {432 "model_id": "T5-GWR1-median",433 "var_name_printed": "bedroom",434 "taxonomy_id": "bedrooms",435 "x_transform": "level",436 "x_unit": "count",437 "beta": 0.06,438 "se": null,439 "t": null,440 "p": null,441 "p_stars": "",442 "ci_lo": null,443 "ci_hi": null,444 "page": 6,445 "confidence": "medium",446 "notes": "Median of local GWR coefficients (Table 5); 1st quartile 0.007, 3rd quartile 0.093; no SE or significance printed. number of bedrooms"447 },448 {449 "model_id": "T5-GWR2-median",450 "var_name_printed": "bedroom",451 "taxonomy_id": "bedrooms",452 "x_transform": "level",453 "x_unit": "count",454 "beta": 0.053,455 "se": null,456 "t": null,457 "p": null,458 "p_stars": "",459 "ci_lo": null,460 "ci_hi": null,461 "page": 6,462 "confidence": "medium",463 "notes": "Median of local GWR coefficients (Table 5); 1st quartile 0.005, 3rd quartile 0.094; no SE or significance printed. number of bedrooms"464 },465 {466 "model_id": "T5-GWR1-median",467 "var_name_printed": "livingroom",468 "taxonomy_id": null,469 "x_transform": "level",470 "x_unit": "count",471 "beta": 0.039,472 "se": null,473 "t": null,474 "p": null,475 "p_stars": "",476 "ci_lo": null,477 "ci_hi": null,478 "page": 6,479 "confidence": "medium",480 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.14, 3rd quartile 0.184; no SE or significance printed. number of living rooms; no taxonomy leaf"481 },482 {483 "model_id": "T5-GWR2-median",484 "var_name_printed": "livingroom",485 "taxonomy_id": null,486 "x_transform": "level",487 "x_unit": "count",488 "beta": 0.04,489 "se": null,490 "t": null,491 "p": null,492 "p_stars": "",493 "ci_lo": null,494 "ci_hi": null,495 "page": 6,496 "confidence": "medium",497 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.111, 3rd quartile 0.165; no SE or significance printed. number of living rooms; no taxonomy leaf"498 },499 {500 "model_id": "T5-GWR1-median",501 "var_name_printed": "bath: more.than.one",502 "taxonomy_id": "bathrooms",503 "x_transform": "dummy",504 "x_unit": "binary",505 "beta": 0.147,506 "se": null,507 "t": null,508 "p": null,509 "p_stars": "",510 "ci_lo": null,511 "ci_hi": null,512 "page": 6,513 "confidence": "medium",514 "notes": "Median of local GWR coefficients (Table 5); 1st quartile 0.094, 3rd quartile 0.21; no SE or significance printed. 1 = more than one bathroom (vs one)"515 },516 {517 "model_id": "T5-GWR2-median",518 "var_name_printed": "bath: more.than.one",519 "taxonomy_id": "bathrooms",520 "x_transform": "dummy",521 "x_unit": "binary",522 "beta": 0.155,523 "se": null,524 "t": null,525 "p": null,526 "p_stars": "",527 "ci_lo": null,528 "ci_hi": null,529 "page": 6,530 "confidence": "medium",531 "notes": "Median of local GWR coefficients (Table 5); 1st quartile 0.104, 3rd quartile 0.207; no SE or significance printed. 1 = more than one bathroom (vs one)"532 },533 {534 "model_id": "T5-GWR1-median",535 "var_name_printed": "floor: ground.floor",536 "taxonomy_id": "floor_level",537 "x_transform": "dummy",538 "x_unit": "binary",539 "beta": -0.271,540 "se": null,541 "t": null,542 "p": null,543 "p_stars": "",544 "ci_lo": null,545 "ci_hi": null,546 "page": 6,547 "confidence": "medium",548 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.348, 3rd quartile -0.205; no SE or significance printed. floor category, reference = middle floors"549 },550 {551 "model_id": "T5-GWR2-median",552 "var_name_printed": "floor: ground.floor",553 "taxonomy_id": "floor_level",554 "x_transform": "dummy",555 "x_unit": "binary",556 "beta": -0.27,557 "se": null,558 "t": null,559 "p": null,560 "p_stars": "",561 "ci_lo": null,562 "ci_hi": null,563 "page": 6,564 "confidence": "medium",565 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.347, 3rd quartile -0.209; no SE or significance printed. floor category, reference = middle floors"566 },567 {568 "model_id": "T5-GWR1-median",569 "var_name_printed": "floor: top.floor",570 "taxonomy_id": "floor_level",571 "x_transform": "dummy",572 "x_unit": "binary",573 "beta": -0.073,574 "se": null,575 "t": null,576 "p": null,577 "p_stars": "",578 "ci_lo": null,579 "ci_hi": null,580 "page": 6,581 "confidence": "medium",582 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.105, 3rd quartile -0.034; no SE or significance printed. floor category, reference = middle floors"583 },584 {585 "model_id": "T5-GWR2-median",586 "var_name_printed": "floor: top.floor",587 "taxonomy_id": "floor_level",588 "x_transform": "dummy",589 "x_unit": "binary",590 "beta": -0.075,591 "se": null,592 "t": null,593 "p": null,594 "p_stars": "",595 "ci_lo": null,596 "ci_hi": null,597 "page": 6,598 "confidence": "medium",599 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.106, 3rd quartile -0.04; no SE or significance printed. floor category, reference = middle floors"600 },601 {602 "model_id": "T5-GWR1-median",603 "var_name_printed": "floor: basement.floor",604 "taxonomy_id": "floor_level",605 "x_transform": "dummy",606 "x_unit": "binary",607 "beta": -0.481,608 "se": null,609 "t": null,610 "p": null,611 "p_stars": "",612 "ci_lo": null,613 "ci_hi": null,614 "page": 6,615 "confidence": "medium",616 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.566, 3rd quartile -0.41; no SE or significance printed. floor category, reference = middle floors"617 },618 {619 "model_id": "T5-GWR2-median",620 "var_name_printed": "floor: basement.floor",621 "taxonomy_id": "floor_level",622 "x_transform": "dummy",623 "x_unit": "binary",624 "beta": -0.476,625 "se": null,626 "t": null,627 "p": null,628 "p_stars": "",629 "ci_lo": null,630 "ci_hi": null,631 "page": 6,632 "confidence": "medium",633 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.564, 3rd quartile -0.413; no SE or significance printed. floor category, reference = middle floors"634 },635 {636 "model_id": "T5-GWR1-median",637 "var_name_printed": "total.floor",638 "taxonomy_id": "storeys",639 "x_transform": "level",640 "x_unit": "count",641 "beta": 0.025,642 "se": null,643 "t": null,644 "p": null,645 "p_stars": "",646 "ci_lo": null,647 "ci_hi": null,648 "page": 6,649 "confidence": "medium",650 "notes": "Median of local GWR coefficients (Table 5); 1st quartile 0.018, 3rd quartile 0.031; no SE or significance printed. total number of floors in the building"651 },652 {653 "model_id": "T5-GWR2-median",654 "var_name_printed": "total.floor",655 "taxonomy_id": "storeys",656 "x_transform": "level",657 "x_unit": "count",658 "beta": 0.025,659 "se": null,660 "t": null,661 "p": null,662 "p_stars": "",663 "ci_lo": null,664 "ci_hi": null,665 "page": 6,666 "confidence": "medium",667 "notes": "Median of local GWR coefficients (Table 5); 1st quartile 0.02, 3rd quartile 0.03; no SE or significance printed. total number of floors in the building"668 },669 {670 "model_id": "T5-GWR1-median",671 "var_name_printed": "age",672 "taxonomy_id": "age",673 "x_transform": "level",674 "x_unit": "years",675 "beta": -0.011,676 "se": null,677 "t": null,678 "p": null,679 "p_stars": "",680 "ci_lo": null,681 "ci_hi": null,682 "page": 6,683 "confidence": "medium",684 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.016, 3rd quartile -0.008; no SE or significance printed. age of building in years"685 },686 {687 "model_id": "T5-GWR2-median",688 "var_name_printed": "age",689 "taxonomy_id": "age",690 "x_transform": "level",691 "x_unit": "years",692 "beta": -0.011,693 "se": null,694 "t": null,695 "p": null,696 "p_stars": "",697 "ci_lo": null,698 "ci_hi": null,699 "page": 6,700 "confidence": "medium",701 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.015, 3rd quartile -0.008; no SE or significance printed. age of building in years"702 },703 {704 "model_id": "T5-GWR1-median",705 "var_name_printed": "carpark.indoor: yes",706 "taxonomy_id": "parking",707 "x_transform": "binary",708 "x_unit": "binary",709 "beta": 0.071,710 "se": null,711 "t": null,712 "p": null,713 "p_stars": "",714 "ci_lo": null,715 "ci_hi": null,716 "page": 6,717 "confidence": "medium",718 "notes": "Median of local GWR coefficients (Table 5); 1st quartile 0.026, 3rd quartile 0.125; no SE or significance printed. indoor car park in building"719 },720 {721 "model_id": "T5-GWR2-median",722 "var_name_printed": "carpark.indoor: yes",723 "taxonomy_id": "parking",724 "x_transform": "binary",725 "x_unit": "binary",726 "beta": 0.075,727 "se": null,728 "t": null,729 "p": null,730 "p_stars": "",731 "ci_lo": null,732 "ci_hi": null,733 "page": 6,734 "confidence": "medium",735 "notes": "Median of local GWR coefficients (Table 5); 1st quartile 0.035, 3rd quartile 0.123; no SE or significance printed. indoor car park in building"736 },737 {738 "model_id": "T5-GWR1-median",739 "var_name_printed": "carpark.outdoor: yes",740 "taxonomy_id": "parking",741 "x_transform": "binary",742 "x_unit": "binary",743 "beta": 0.005,744 "se": null,745 "t": null,746 "p": null,747 "p_stars": "",748 "ci_lo": null,749 "ci_hi": null,750 "page": 6,751 "confidence": "medium",752 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.019, 3rd quartile 0.036; no SE or significance printed. outdoor car park"753 },754 {755 "model_id": "T5-GWR2-median",756 "var_name_printed": "carpark.outdoor: yes",757 "taxonomy_id": "parking",758 "x_transform": "binary",759 "x_unit": "binary",760 "beta": 0.004,761 "se": null,762 "t": null,763 "p": null,764 "p_stars": "",765 "ci_lo": null,766 "ci_hi": null,767 "page": 6,768 "confidence": "medium",769 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.016, 3rd quartile 0.032; no SE or significance printed. outdoor car park"770 },771 {772 "model_id": "T5-GWR1-median",773 "var_name_printed": "gated.community: yes",774 "taxonomy_id": null,775 "x_transform": "binary",776 "x_unit": "binary",777 "beta": -0.021,778 "se": null,779 "t": null,780 "p": null,781 "p_stars": "",782 "ci_lo": null,783 "ci_hi": null,784 "page": 6,785 "confidence": "medium",786 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.047, 3rd quartile 0.009; no SE or significance printed. located in a gated community; no taxonomy leaf"787 },788 {789 "model_id": "T5-GWR2-median",790 "var_name_printed": "gated.community: yes",791 "taxonomy_id": null,792 "x_transform": "binary",793 "x_unit": "binary",794 "beta": -0.019,795 "se": null,796 "t": null,797 "p": null,798 "p_stars": "",799 "ci_lo": null,800 "ci_hi": null,801 "page": 6,802 "confidence": "medium",803 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.043, 3rd quartile 0.006; no SE or significance printed. located in a gated community; no taxonomy leaf"804 },805 {806 "model_id": "T5-GWR1-median",807 "var_name_printed": "num.views",808 "taxonomy_id": "sunlight",809 "x_transform": "level",810 "x_unit": "count",811 "beta": -0.002,812 "se": null,813 "t": null,814 "p": null,815 "p_stars": "",816 "ci_lo": null,817 "ci_hi": null,818 "page": 6,819 "confidence": "medium",820 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.021, 3rd quartile 0.013; no SE or significance printed. number of facade directions (east/west/south/north) of the dwelling; mapped to sunlight/orientation"821 },822 {823 "model_id": "T5-GWR2-median",824 "var_name_printed": "num.views",825 "taxonomy_id": "sunlight",826 "x_transform": "level",827 "x_unit": "count",828 "beta": -0.002,829 "se": null,830 "t": null,831 "p": null,832 "p_stars": "",833 "ci_lo": null,834 "ci_hi": null,835 "page": 6,836 "confidence": "medium",837 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.019, 3rd quartile 0.012; no SE or significance printed. number of facade directions (east/west/south/north) of the dwelling; mapped to sunlight/orientation"838 },839 {840 "model_id": "T5-GWR1-median",841 "var_name_printed": "dist.transportation",842 "taxonomy_id": "transit_distance",843 "x_transform": "level",844 "x_unit": "km",845 "beta": -0.033,846 "se": null,847 "t": null,848 "p": null,849 "p_stars": "",850 "ci_lo": null,851 "ci_hi": null,852 "page": 6,853 "confidence": "medium",854 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.141, 3rd quartile 0.068; no SE or significance printed. distance to closest transportation station (km)"855 },856 {857 "model_id": "T5-GWR2-median",858 "var_name_printed": "dist.transportation",859 "taxonomy_id": "transit_distance",860 "x_transform": "level",861 "x_unit": "km",862 "beta": -0.02,863 "se": null,864 "t": null,865 "p": null,866 "p_stars": "",867 "ci_lo": null,868 "ci_hi": null,869 "page": 6,870 "confidence": "medium",871 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.109, 3rd quartile 0.07; no SE or significance printed. distance to closest transportation station (km)"872 },873 {874 "model_id": "T5-GWR1-median",875 "var_name_printed": "dist.school",876 "taxonomy_id": "school_distance",877 "x_transform": "level",878 "x_unit": "km",879 "beta": 0.083,880 "se": null,881 "t": null,882 "p": null,883 "p_stars": "",884 "ci_lo": null,885 "ci_hi": null,886 "page": 6,887 "confidence": "medium",888 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.112, 3rd quartile 0.262; no SE or significance printed. distance to closest primary school (km); GVIF 5.19"889 },890 {891 "model_id": "T5-GWR2-median",892 "var_name_printed": "dist.school",893 "taxonomy_id": "school_distance",894 "x_transform": "level",895 "x_unit": "km",896 "beta": 0.127,897 "se": null,898 "t": null,899 "p": null,900 "p_stars": "",901 "ci_lo": null,902 "ci_hi": null,903 "page": 6,904 "confidence": "medium",905 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.076, 3rd quartile 0.301; no SE or significance printed. distance to closest primary school (km); GVIF 5.19"906 },907 {908 "model_id": "T5-GWR1-median",909 "var_name_printed": "dist.mall",910 "taxonomy_id": "commercial_distance",911 "x_transform": "level",912 "x_unit": "km",913 "beta": -0.096,914 "se": null,915 "t": null,916 "p": null,917 "p_stars": "",918 "ci_lo": null,919 "ci_hi": null,920 "page": 6,921 "confidence": "medium",922 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.208, 3rd quartile -0.019; no SE or significance printed. distance to closest shopping mall (km)"923 },924 {925 "model_id": "T5-GWR2-median",926 "var_name_printed": "dist.mall",927 "taxonomy_id": "commercial_distance",928 "x_transform": "level",929 "x_unit": "km",930 "beta": -0.118,931 "se": null,932 "t": null,933 "p": null,934 "p_stars": "",935 "ci_lo": null,936 "ci_hi": null,937 "page": 6,938 "confidence": "medium",939 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.213, 3rd quartile -0.045; no SE or significance printed. distance to closest shopping mall (km)"940 },941 {942 "model_id": "T5-GWR1-median",943 "var_name_printed": "dist.hospital",944 "taxonomy_id": "hospital_distance",945 "x_transform": "level",946 "x_unit": "km",947 "beta": -0.056,948 "se": null,949 "t": null,950 "p": null,951 "p_stars": "",952 "ci_lo": null,953 "ci_hi": null,954 "page": 6,955 "confidence": "medium",956 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.139, 3rd quartile 0.054; no SE or significance printed. distance to closest hospital (km)"957 },958 {959 "model_id": "T5-GWR2-median",960 "var_name_printed": "dist.hospital",961 "taxonomy_id": "hospital_distance",962 "x_transform": "level",963 "x_unit": "km",964 "beta": -0.071,965 "se": null,966 "t": null,967 "p": null,968 "p_stars": "",969 "ci_lo": null,970 "ci_hi": null,971 "page": 6,972 "confidence": "medium",973 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.138, 3rd quartile 0.014; no SE or significance printed. distance to closest hospital (km)"974 },975 {976 "model_id": "T5-GWR1-median",977 "var_name_printed": "dist.university",978 "taxonomy_id": "university_distance",979 "x_transform": "level",980 "x_unit": "km",981 "beta": -0.021,982 "se": null,983 "t": null,984 "p": null,985 "p_stars": "",986 "ci_lo": null,987 "ci_hi": null,988 "page": 6,989 "confidence": "medium",990 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.158, 3rd quartile 0.068; no SE or significance printed. distance to closest university (km)"991 },992 {993 "model_id": "T5-GWR2-median",994 "var_name_printed": "dist.university",995 "taxonomy_id": "university_distance",996 "x_transform": "level",997 "x_unit": "km",998 "beta": -0.024,999 "se": null,1000 "t": null,1001 "p": null,1002 "p_stars": "",1003 "ci_lo": null,1004 "ci_hi": null,1005 "page": 6,1006 "confidence": "medium",1007 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.135, 3rd quartile 0.055; no SE or significance printed. distance to closest university (km)"1008 },1009 {1010 "model_id": "T5-GWR1-median",1011 "var_name_printed": "dist.police",1012 "taxonomy_id": "public_services",1013 "x_transform": "level",1014 "x_unit": "km",1015 "beta": -0.007,1016 "se": null,1017 "t": null,1018 "p": null,1019 "p_stars": "",1020 "ci_lo": null,1021 "ci_hi": null,1022 "page": 6,1023 "confidence": "medium",1024 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.103, 3rd quartile 0.089; no SE or significance printed. distance to closest police station (km)"1025 },1026 {1027 "model_id": "T5-GWR2-median",1028 "var_name_printed": "dist.police",1029 "taxonomy_id": "public_services",1030 "x_transform": "level",1031 "x_unit": "km",1032 "beta": -0.013,1033 "se": null,1034 "t": null,1035 "p": null,1036 "p_stars": "",1037 "ci_lo": null,1038 "ci_hi": null,1039 "page": 6,1040 "confidence": "medium",1041 "notes": "Median of local GWR coefficients (Table 5); 1st quartile -0.084, 3rd quartile 0.074; no SE or significance printed. distance to closest police station (km)"1042 }1043 ]1044}