SPB Git forge

spb/wp21_uqo

Public
0commits 0branches 0releases
0 Bsize
maindefault branch
—last push
15.3 KB · 497 lines json
Raw Blame History
1{2 "record_id": "3bbf88ea5271189e3329337f57932674d7aa341e",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6  "title": "The Spatial Dimension of House Prices",7  "year": 2017,8  "doi": "10.59490/abe.2017.4.1747",9  "country": "Netherlands",10  "region_city": "Small city 'A' in the north-eastern Netherlands (Chapter 6)",11  "sample_start": 1998,12  "sample_end": 2007,13  "property_type": "single_family",14  "price_type": "transaction",15  "data_source": "NVM (Dutch Association of Real Estate Agents) residential transactions in city 'A', 1998Q1-2007Q4, geocoded by Statistics Netherlands; 5,983 observations in total, 681 in 2007",16  "document_type": "thesis",17  "estimators": [18   "OLS",19   "GWR"20  ],21  "spatial_method": "postcode dummies (OLSD) and mixed GWR with property-specific land prices (MGWR)",22  "time_fe": false,23  "location_fe": true,24  "se_type": "OLS",25  "n_obs_total": 5983,26  "ai_methods": [],27  "notes": "PhD thesis (TU Delft, A+BE series). Chapters 2-5 analyse house prices across Chinese prefecture cities (city-level gradients, SLX/SDEM/SDM/SAR, convergence/cointegration) - aggregate unit of analysis, NOT extracted. Chapter 6 ('builder's model', Diewert et al.) estimates annual dwelling-level hedonic models for the Dutch city 'A'; only the 2007 structure-characteristic estimates are printed (Table 6.1, PDF p.168, printed p.148). Dependent variable = transaction price per m2 of living space (EUR), regressed on the ratio plot size/living space (land price, EUR per m2 of land) and dummies for building period and house type; coefficients are in EUR per m2 of living space relative to a detached house built after 2000 (intercept = structure price of the reference). OLS = common land price; OLSD = land price varying by 9 postcode areas (multiplicative dummies); MGWR = land price by GWR (adaptive bi-square, 60 nearest neighbours) with global structure coefficients. Standard errors in parentheses; *** 1%, ** 5%, * 10%. 'Building period' dummies are a vintage (year-built) classification, mapped to age. Land price for the 2007 OLS model (214.87 EUR/m2) taken from Table 6.2 (p.169), no SE. location_fe=true refers to OLSD/MGWR only."28 },29 "models": [30  {31   "model_id": "T6.1-OLS",32   "table": "6.1",33   "column": "OLS",34   "page": 168,35   "dep_var": "transaction price per m2 of living space (EUR)",36   "dep_transform": "per_m2",37   "estimator": "OLS",38   "n_obs": 681,39   "r2": null,40   "se_or_t_in_parentheses": "se",41   "sample_subset": "Year 2007 sales in city 'A'; common land price (model 10 without postcode dummies)"42  },43  {44   "model_id": "T6.1-OLSD",45   "table": "6.1",46   "column": "OLSD",47   "page": 168,48   "dep_var": "transaction price per m2 of living space (EUR)",49   "dep_transform": "per_m2",50   "estimator": "OLS",51   "n_obs": 681,52   "r2": null,53   "se_or_t_in_parentheses": "se",54   "sample_subset": "Year 2007; land price interacted with 9 postcode dummies"55  },56  {57   "model_id": "T6.1-MGWR",58   "table": "6.1",59   "column": "MGWR",60   "page": 168,61   "dep_var": "transaction price per m2 of living space (EUR)",62   "dep_transform": "per_m2",63   "estimator": "GWR",64   "n_obs": 681,65   "r2": null,66   "se_or_t_in_parentheses": "se",67   "sample_subset": "Year 2007; mixed GWR: property-specific land prices (local), structure characteristics global"68  }69 ],70 "coefficients": [71  {72   "model_id": "T6.1-OLS",73   "var_name_printed": "Building period:1960-1970",74   "taxonomy_id": "age",75   "x_transform": "dummy",76   "x_unit": "binary",77   "beta": -370.48,78   "se": 25.94,79   "t": null,80   "p": null,81   "p_stars": "***",82   "ci_lo": null,83   "ci_hi": null,84   "page": 168,85   "confidence": "high",86   "notes": "built 1960-1970 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"87  },88  {89   "model_id": "T6.1-OLS",90   "var_name_printed": "Building period:1971-1980",91   "taxonomy_id": "age",92   "x_transform": "dummy",93   "x_unit": "binary",94   "beta": -311.17,95   "se": 23.36,96   "t": null,97   "p": null,98   "p_stars": "***",99   "ci_lo": null,100   "ci_hi": null,101   "page": 168,102   "confidence": "high",103   "notes": "built 1971-1980 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"104  },105  {106   "model_id": "T6.1-OLS",107   "var_name_printed": "Building period:1981-1990",108   "taxonomy_id": "age",109   "x_transform": "dummy",110   "x_unit": "binary",111   "beta": -232.93,112   "se": 23.37,113   "t": null,114   "p": null,115   "p_stars": "***",116   "ci_lo": null,117   "ci_hi": null,118   "page": 168,119   "confidence": "high",120   "notes": "built 1981-1990 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"121  },122  {123   "model_id": "T6.1-OLS",124   "var_name_printed": "Building period:1991-2000",125   "taxonomy_id": "age",126   "x_transform": "dummy",127   "x_unit": "binary",128   "beta": -58.64,129   "se": 21.64,130   "t": null,131   "p": null,132   "p_stars": "***",133   "ci_lo": null,134   "ci_hi": null,135   "page": 168,136   "confidence": "high",137   "notes": "built 1991-2000 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"138  },139  {140   "model_id": "T6.1-OLS",141   "var_name_printed": "Terrace",142   "taxonomy_id": "dwelling_type",143   "x_transform": "dummy",144   "x_unit": "binary",145   "beta": -285.65,146   "se": 35.17,147   "t": null,148   "p": null,149   "p_stars": "***",150   "ci_lo": null,151   "ci_hi": null,152   "page": 168,153   "confidence": "high",154   "notes": "terraced house vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"155  },156  {157   "model_id": "T6.1-OLS",158   "var_name_printed": "Corner",159   "taxonomy_id": "dwelling_type",160   "x_transform": "dummy",161   "x_unit": "binary",162   "beta": -281.36,163   "se": 31.77,164   "t": null,165   "p": null,166   "p_stars": "***",167   "ci_lo": null,168   "ci_hi": null,169   "page": 168,170   "confidence": "high",171   "notes": "corner house vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"172  },173  {174   "model_id": "T6.1-OLS",175   "var_name_printed": "Semidetached",176   "taxonomy_id": "dwelling_type",177   "x_transform": "dummy",178   "x_unit": "binary",179   "beta": -122.89,180   "se": 47.96,181   "t": null,182   "p": null,183   "p_stars": "**",184   "ci_lo": null,185   "ci_hi": null,186   "page": 168,187   "confidence": "high",188   "notes": "semi-detached vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"189  },190  {191   "model_id": "T6.1-OLS",192   "var_name_printed": "Duplex",193   "taxonomy_id": "dwelling_type",194   "x_transform": "dummy",195   "x_unit": "binary",196   "beta": -151.08,197   "se": 30.6,198   "t": null,199   "p": null,200   "p_stars": "***",201   "ci_lo": null,202   "ci_hi": null,203   "page": 168,204   "confidence": "high",205   "notes": "duplex vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"206  },207  {208   "model_id": "T6.1-OLSD",209   "var_name_printed": "Building period:1960-1970",210   "taxonomy_id": "age",211   "x_transform": "dummy",212   "x_unit": "binary",213   "beta": -389.5,214   "se": 36.67,215   "t": null,216   "p": null,217   "p_stars": "***",218   "ci_lo": null,219   "ci_hi": null,220   "page": 168,221   "confidence": "high",222   "notes": "built 1960-1970 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"223  },224  {225   "model_id": "T6.1-OLSD",226   "var_name_printed": "Building period:1971-1980",227   "taxonomy_id": "age",228   "x_transform": "dummy",229   "x_unit": "binary",230   "beta": -261.5,231   "se": 33.96,232   "t": null,233   "p": null,234   "p_stars": "***",235   "ci_lo": null,236   "ci_hi": null,237   "page": 168,238   "confidence": "high",239   "notes": "built 1971-1980 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"240  },241  {242   "model_id": "T6.1-OLSD",243   "var_name_printed": "Building period:1981-1990",244   "taxonomy_id": "age",245   "x_transform": "dummy",246   "x_unit": "binary",247   "beta": -173.08,248   "se": 32.59,249   "t": null,250   "p": null,251   "p_stars": "***",252   "ci_lo": null,253   "ci_hi": null,254   "page": 168,255   "confidence": "high",256   "notes": "built 1981-1990 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"257  },258  {259   "model_id": "T6.1-OLSD",260   "var_name_printed": "Building period:1991-2000",261   "taxonomy_id": "age",262   "x_transform": "dummy",263   "x_unit": "binary",264   "beta": -49.34,265   "se": 26.55,266   "t": null,267   "p": null,268   "p_stars": "*",269   "ci_lo": null,270   "ci_hi": null,271   "page": 168,272   "confidence": "high",273   "notes": "built 1991-2000 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"274  },275  {276   "model_id": "T6.1-OLSD",277   "var_name_printed": "Terrace",278   "taxonomy_id": "dwelling_type",279   "x_transform": "dummy",280   "x_unit": "binary",281   "beta": -264.34,282   "se": 35.24,283   "t": null,284   "p": null,285   "p_stars": "***",286   "ci_lo": null,287   "ci_hi": null,288   "page": 168,289   "confidence": "high",290   "notes": "terraced house vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"291  },292  {293   "model_id": "T6.1-OLSD",294   "var_name_printed": "Corner",295   "taxonomy_id": "dwelling_type",296   "x_transform": "dummy",297   "x_unit": "binary",298   "beta": -274.54,299   "se": 31.18,300   "t": null,301   "p": null,302   "p_stars": "***",303   "ci_lo": null,304   "ci_hi": null,305   "page": 168,306   "confidence": "high",307   "notes": "corner house vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"308  },309  {310   "model_id": "T6.1-OLSD",311   "var_name_printed": "Semidetached",312   "taxonomy_id": "dwelling_type",313   "x_transform": "dummy",314   "x_unit": "binary",315   "beta": -149.5,316   "se": 47.57,317   "t": null,318   "p": null,319   "p_stars": "***",320   "ci_lo": null,321   "ci_hi": null,322   "page": 168,323   "confidence": "high",324   "notes": "semi-detached vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"325  },326  {327   "model_id": "T6.1-OLSD",328   "var_name_printed": "Duplex",329   "taxonomy_id": "dwelling_type",330   "x_transform": "dummy",331   "x_unit": "binary",332   "beta": -147.24,333   "se": 30.17,334   "t": null,335   "p": null,336   "p_stars": "***",337   "ci_lo": null,338   "ci_hi": null,339   "page": 168,340   "confidence": "high",341   "notes": "duplex vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"342  },343  {344   "model_id": "T6.1-MGWR",345   "var_name_printed": "Building period:1960-1970",346   "taxonomy_id": "age",347   "x_transform": "dummy",348   "x_unit": "binary",349   "beta": -398.4,350   "se": 41.75,351   "t": null,352   "p": null,353   "p_stars": "***",354   "ci_lo": null,355   "ci_hi": null,356   "page": 168,357   "confidence": "high",358   "notes": "built 1960-1970 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"359  },360  {361   "model_id": "T6.1-MGWR",362   "var_name_printed": "Building period:1971-1980",363   "taxonomy_id": "age",364   "x_transform": "dummy",365   "x_unit": "binary",366   "beta": -323.5,367   "se": 41.75,368   "t": null,369   "p": null,370   "p_stars": "***",371   "ci_lo": null,372   "ci_hi": null,373   "page": 168,374   "confidence": "high",375   "notes": "built 1971-1980 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"376  },377  {378   "model_id": "T6.1-MGWR",379   "var_name_printed": "Building period:1981-1990",380   "taxonomy_id": "age",381   "x_transform": "dummy",382   "x_unit": "binary",383   "beta": -226.14,384   "se": 42.87,385   "t": null,386   "p": null,387   "p_stars": "***",388   "ci_lo": null,389   "ci_hi": null,390   "page": 168,391   "confidence": "high",392   "notes": "built 1981-1990 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"393  },394  {395   "model_id": "T6.1-MGWR",396   "var_name_printed": "Building period:1991-2000",397   "taxonomy_id": "age",398   "x_transform": "dummy",399   "x_unit": "binary",400   "beta": -115.13,401   "se": 37.26,402   "t": null,403   "p": null,404   "p_stars": "***",405   "ci_lo": null,406   "ci_hi": null,407   "page": 168,408   "confidence": "high",409   "notes": "built 1991-2000 vs built after 2000 (reference); vintage dummy, not years; coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"410  },411  {412   "model_id": "T6.1-MGWR",413   "var_name_printed": "Terrace",414   "taxonomy_id": "dwelling_type",415   "x_transform": "dummy",416   "x_unit": "binary",417   "beta": -187.28,418   "se": 37.32,419   "t": null,420   "p": null,421   "p_stars": "***",422   "ci_lo": null,423   "ci_hi": null,424   "page": 168,425   "confidence": "high",426   "notes": "terraced house vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"427  },428  {429   "model_id": "T6.1-MGWR",430   "var_name_printed": "Corner",431   "taxonomy_id": "dwelling_type",432   "x_transform": "dummy",433   "x_unit": "binary",434   "beta": -192.85,435   "se": 34.07,436   "t": null,437   "p": null,438   "p_stars": "***",439   "ci_lo": null,440   "ci_hi": null,441   "page": 168,442   "confidence": "high",443   "notes": "corner house vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"444  },445  {446   "model_id": "T6.1-MGWR",447   "var_name_printed": "Semidetached",448   "taxonomy_id": "dwelling_type",449   "x_transform": "dummy",450   "x_unit": "binary",451   "beta": -96.93,452   "se": 48.73,453   "t": null,454   "p": null,455   "p_stars": "**",456   "ci_lo": null,457   "ci_hi": null,458   "page": 168,459   "confidence": "high",460   "notes": "semi-detached vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"461  },462  {463   "model_id": "T6.1-MGWR",464   "var_name_printed": "Duplex",465   "taxonomy_id": "dwelling_type",466   "x_transform": "dummy",467   "x_unit": "binary",468   "beta": -104.56,469   "se": 31.03,470   "t": null,471   "p": null,472   "p_stars": "***",473   "ci_lo": null,474   "ci_hi": null,475   "page": 168,476   "confidence": "high",477   "notes": "duplex vs detached (reference); coefficient in EUR per m2 of living space (dep var is price per m2 of living space); SE in parentheses"478  },479  {480   "model_id": "T6.1-OLS",481   "var_name_printed": "Land price (ratio of plot size to structure size)",482   "taxonomy_id": "lot_size",483   "x_transform": "other",484   "x_unit": "m2",485   "beta": 214.87,486   "se": null,487   "t": null,488   "p": null,489   "p_stars": "",490   "ci_lo": null,491   "ci_hi": null,492   "page": 169,493   "confidence": "medium",494   "notes": "From Table 6.2 (2007, OLS column): estimated land price = coefficient on plot size / living space ratio, EUR per m2 of land; no SE printed"495  }496 ]497}