{
 "record_id": "69288e963b8055b19e0fd077000b14eb34270ae1",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "The effects of transaction hotspots and flipping hotspots on housing prices",
  "year": 2024,
  "doi": "10.3846/ijspm.2024.20899",
  "country": "Taiwan",
  "region_city": "Taipei City",
  "sample_start": 2012,
  "sample_end": 2021,
  "property_type": "unknown",
  "price_type": "transaction",
  "data_source": "Actual price registration housing transaction data, Taipei City, 2012Q3-2021Q4 (62,140 transactions); hotspots from Getis-Ord Gi* on 50x50 m grids",
  "document_type": "journal",
  "estimators": [
   "OLS",
   "spatial_lag",
   "spatial_error",
   "quantile"
  ],
  "spatial_method": "spatial lag / spatial error / spatial quantile regression with spatial lag term; administrative district dummies",
  "time_fe": true,
  "location_fe": true,
  "se_type": "unknown",
  "n_obs_total": 62140,
  "ai_methods": [],
  "notes": "Dependent variable = log of real housing price (Table 1 reports price in 1,000 NTD; constant ~16.1 suggests log of price in NTD). Statistics printed beside coefficients are t values (OLS, quantile) or z-statistics (spatial lag/error), not SEs. Stars: *** 1%, ** 5%, * 10%. Dwelling type not restricted (floor level and total storeys recorded -> mostly multi-storey apartment units). District dummies (ref Wanhua) and trading year x quarter dummies (ref 2021Q4) not extracted. Table 2/Table 3 duplicated in Appendix Tables A1/A2 (A1 prints OLS R2 0.852 vs 0.853 in Table 2)."
 },
 "models": [
  {
   "model_id": "T2-c1",
   "table": "2",
   "column": "1",
   "page": 8,
   "dep_var": "log of real housing price",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 62140,
   "r2": 0.853,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "OLS model; district and trading year x quarter dummies included. Statistic printed = t value (OLS) or z-statistic (spatial models)"
  },
  {
   "model_id": "T2-c2",
   "table": "2",
   "column": "2",
   "page": 8,
   "dep_var": "log of real housing price",
   "dep_transform": "log",
   "estimator": "spatial_lag",
   "n_obs": 62140,
   "r2": 0.859,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "Spatial lag model (rho=0.196); district and trading year x quarter dummies included. Statistic printed = t value (OLS) or z-statistic (spatial models)"
  },
  {
   "model_id": "T2-c3",
   "table": "2",
   "column": "3",
   "page": 8,
   "dep_var": "log of real housing price",
   "dep_transform": "log",
   "estimator": "spatial_error",
   "n_obs": 62140,
   "r2": 0.855,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "Spatial error model (lambda=0.056); district and trading year x quarter dummies included. Statistic printed = t value (OLS) or z-statistic (spatial models)"
  },
  {
   "model_id": "T3-c1",
   "table": "3",
   "column": "1",
   "page": 9,
   "dep_var": "log of real housing price",
   "dep_transform": "log",
   "estimator": "quantile",
   "n_obs": 62140,
   "r2": 0.577,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "Spatial quantile regression at quantile 0.1 (with spatial lag term); district and trading year x quarter dummies included; pseudo R-square reported"
  },
  {
   "model_id": "T3-c2",
   "table": "3",
   "column": "2",
   "page": 9,
   "dep_var": "log of real housing price",
   "dep_transform": "log",
   "estimator": "quantile",
   "n_obs": 62140,
   "r2": 0.606,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "Spatial quantile regression at quantile 0.25 (with spatial lag term); district and trading year x quarter dummies included; pseudo R-square reported"
  },
  {
   "model_id": "T3-c3",
   "table": "3",
   "column": "3",
   "page": 9,
   "dep_var": "log of real housing price",
   "dep_transform": "log",
   "estimator": "quantile",
   "n_obs": 62140,
   "r2": 0.641,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "Spatial quantile regression at quantile 0.5 (with spatial lag term); district and trading year x quarter dummies included; pseudo R-square reported"
  },
  {
   "model_id": "T3-c4",
   "table": "3",
   "column": "4",
   "page": 9,
   "dep_var": "log of real housing price",
   "dep_transform": "log",
   "estimator": "quantile",
   "n_obs": 62140,
   "r2": 0.671,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "Spatial quantile regression at quantile 0.75 (with spatial lag term); district and trading year x quarter dummies included; pseudo R-square reported"
  },
  {
   "model_id": "T3-c5",
   "table": "3",
   "column": "5",
   "page": 9,
   "dep_var": "log of real housing price",
   "dep_transform": "log",
   "estimator": "quantile",
   "n_obs": 62140,
   "r2": 0.693,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "Spatial quantile regression at quantile 0.9 (with spatial lag term); district and trading year x quarter dummies included; pseudo R-square reported"
  }
 ],
 "coefficients": [
  {
   "model_id": "T2-c1",
   "var_name_printed": "Area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.008,
   "se": null,
   "t": 315.66,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Building floor area in m2"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Floor",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.0004,
   "se": null,
   "t": -1.05,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Trading floor (floor on which the unit is located)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "TStory",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.0003,
   "se": null,
   "t": -1.01,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total number of storeys of the building"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Bathroom",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.059,
   "se": null,
   "t": 24.31,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Number of bathrooms"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.011,
   "se": null,
   "t": -118.36,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dwelling age in years"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Dist. MRT",
   "taxonomy_id": "transit_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.011,
   "se": null,
   "t": -40.04,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Distance to nearest MRT station, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Dist. CC",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.004,
   "se": null,
   "t": -32.22,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Distance to city center, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "THA",
   "taxonomy_id": "liquidity",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.102,
   "se": null,
   "t": -34.74,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a housing-transaction hotspot area (Getis-Ord Gi*)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "FHA",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.014,
   "se": null,
   "t": 1.08,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a short-term flipping hotspot area (resales within 2 years); printed name FHA"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "THA × FHA",
   "taxonomy_id": "other",
   "x_transform": "other",
   "x_unit": "binary",
   "beta": 0.042,
   "se": null,
   "t": 1.68,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Interaction of transaction-hotspot and flipping-hotspot dummies"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.008,
   "se": null,
   "t": 316.6,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Building floor area in m2; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Floor",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.0001,
   "se": null,
   "t": -0.37,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Trading floor (floor on which the unit is located); z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "TStory",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.0004,
   "se": null,
   "t": -1.33,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total number of storeys of the building; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Bathroom",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.06,
   "se": null,
   "t": 25.31,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Number of bathrooms; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.011,
   "se": null,
   "t": -121.44,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dwelling age in years; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Dist. MRT",
   "taxonomy_id": "transit_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.011,
   "se": null,
   "t": -39.9,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Distance to nearest MRT station, unit = 100 m (Table 1); z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Dist. CC",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.003,
   "se": null,
   "t": -27.49,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Distance to city center, unit = 100 m (Table 1); z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "THA",
   "taxonomy_id": "liquidity",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.099,
   "se": null,
   "t": -34.56,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a housing-transaction hotspot area (Getis-Ord Gi*); z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "FHA",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.022,
   "se": null,
   "t": 1.7,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a short-term flipping hotspot area (resales within 2 years); printed name FHA; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "THA × FHA",
   "taxonomy_id": "other",
   "x_transform": "other",
   "x_unit": "binary",
   "beta": 0.05,
   "se": null,
   "t": 2.02,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Interaction of transaction-hotspot and flipping-hotspot dummies; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.007,
   "se": null,
   "t": 179.92,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Building floor area in m2; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Floor",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.0008,
   "se": null,
   "t": -2.33,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Trading floor (floor on which the unit is located); z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "TStory",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.0009,
   "se": null,
   "t": -2.69,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Total number of storeys of the building; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Bathroom",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.061,
   "se": null,
   "t": 25.42,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Number of bathrooms; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.011,
   "se": null,
   "t": -114.1,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dwelling age in years; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Dist. MRT",
   "taxonomy_id": "transit_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.011,
   "se": null,
   "t": -37.84,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Distance to nearest MRT station, unit = 100 m (Table 1); z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Dist. CC",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.003,
   "se": null,
   "t": -31.16,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Distance to city center, unit = 100 m (Table 1); z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "THA",
   "taxonomy_id": "liquidity",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.101,
   "se": null,
   "t": -34.42,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a housing-transaction hotspot area (Getis-Ord Gi*); z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "FHA",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.02,
   "se": null,
   "t": 1.55,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a short-term flipping hotspot area (resales within 2 years); printed name FHA; z-statistic recorded in t field"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "THA × FHA",
   "taxonomy_id": "other",
   "x_transform": "other",
   "x_unit": "binary",
   "beta": 0.032,
   "se": null,
   "t": 1.3,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 8,
   "confidence": "high",
   "notes": "Interaction of transaction-hotspot and flipping-hotspot dummies; z-statistic recorded in t field"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.008,
   "se": null,
   "t": 131.06,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Building floor area in m2"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Floor",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.002,
   "se": null,
   "t": -2.15,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Trading floor (floor on which the unit is located)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "TStory",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.004,
   "se": null,
   "t": -5.4,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Total number of storeys of the building"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Bathroom",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.069,
   "se": null,
   "t": 12.16,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Number of bathrooms"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.012,
   "se": null,
   "t": -55.95,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dwelling age in years"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Dist. MRT",
   "taxonomy_id": "transit_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.012,
   "se": null,
   "t": -17.8,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to nearest MRT station, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Dist. CC",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.002,
   "se": null,
   "t": -9.48,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to city center, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "THA",
   "taxonomy_id": "liquidity",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.122,
   "se": null,
   "t": -17.62,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a housing-transaction hotspot area (Getis-Ord Gi*)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "FHA",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.069,
   "se": null,
   "t": 2.24,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a short-term flipping hotspot area (resales within 2 years); printed name FHA"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "THA × FHA",
   "taxonomy_id": "other",
   "x_transform": "other",
   "x_unit": "binary",
   "beta": -0.023,
   "se": null,
   "t": -0.4,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Interaction of transaction-hotspot and flipping-hotspot dummies"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.008,
   "se": null,
   "t": 230.96,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Building floor area in m2"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Floor",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.001,
   "se": null,
   "t": 1.51,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Trading floor (floor on which the unit is located)"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "TStory",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.001,
   "se": null,
   "t": -3.01,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Total number of storeys of the building"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Bathroom",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.061,
   "se": null,
   "t": 17.98,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Number of bathrooms"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.012,
   "se": null,
   "t": -88.2,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dwelling age in years"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Dist. MRT",
   "taxonomy_id": "transit_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.013,
   "se": null,
   "t": -33.05,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to nearest MRT station, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Dist. CC",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.003,
   "se": null,
   "t": -16.04,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to city center, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "THA",
   "taxonomy_id": "liquidity",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.124,
   "se": null,
   "t": -30.11,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a housing-transaction hotspot area (Getis-Ord Gi*)"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "FHA",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.05,
   "se": null,
   "t": 2.74,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a short-term flipping hotspot area (resales within 2 years); printed name FHA"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "THA × FHA",
   "taxonomy_id": "other",
   "x_transform": "other",
   "x_unit": "binary",
   "beta": 0.037,
   "se": null,
   "t": 1.07,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Interaction of transaction-hotspot and flipping-hotspot dummies"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.008,
   "se": null,
   "t": 305.09,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Building floor area in m2"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Floor",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.001,
   "se": null,
   "t": 3.91,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Trading floor (floor on which the unit is located)"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "TStory",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.001,
   "se": null,
   "t": 3.31,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Total number of storeys of the building"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Bathroom",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.055,
   "se": null,
   "t": 21.54,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Number of bathrooms"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.011,
   "se": null,
   "t": -105.21,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dwelling age in years"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Dist. MRT",
   "taxonomy_id": "transit_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.011,
   "se": null,
   "t": -38.23,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to nearest MRT station, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Dist. CC",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.003,
   "se": null,
   "t": -26.2,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to city center, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "THA",
   "taxonomy_id": "liquidity",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.097,
   "se": null,
   "t": -30.8,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a housing-transaction hotspot area (Getis-Ord Gi*)"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "FHA",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.014,
   "se": null,
   "t": 1.69,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a short-term flipping hotspot area (resales within 2 years); printed name FHA"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "THA × FHA",
   "taxonomy_id": "other",
   "x_transform": "other",
   "x_unit": "binary",
   "beta": 0.056,
   "se": null,
   "t": 2.1,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Interaction of transaction-hotspot and flipping-hotspot dummies"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.008,
   "se": null,
   "t": 300.55,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Building floor area in m2"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Floor",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.002,
   "se": null,
   "t": 5.064,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Trading floor (floor on which the unit is located)"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "TStory",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.003,
   "se": null,
   "t": 7.32,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Total number of storeys of the building"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Bathroom",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.054,
   "se": null,
   "t": 20.79,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Number of bathrooms"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.01,
   "se": null,
   "t": -100.58,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dwelling age in years"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Dist. MRT",
   "taxonomy_id": "transit_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.01,
   "se": null,
   "t": -32.26,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to nearest MRT station, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Dist. CC",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.004,
   "se": null,
   "t": -29.4,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to city center, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "THA",
   "taxonomy_id": "liquidity",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.061,
   "se": null,
   "t": -19.22,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a housing-transaction hotspot area (Getis-Ord Gi*)"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "FHA",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.018,
   "se": null,
   "t": -1.26,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a short-term flipping hotspot area (resales within 2 years); printed name FHA"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "THA × FHA",
   "taxonomy_id": "other",
   "x_transform": "other",
   "x_unit": "binary",
   "beta": 0.089,
   "se": null,
   "t": 3.3,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Interaction of transaction-hotspot and flipping-hotspot dummies"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Area",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "m2",
   "beta": 0.008,
   "se": null,
   "t": 265.16,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Building floor area in m2"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Floor",
   "taxonomy_id": "floor_level",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.002,
   "se": null,
   "t": 3.27,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Trading floor (floor on which the unit is located)"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "TStory",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.003,
   "se": null,
   "t": 6.37,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Total number of storeys of the building"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Bathroom",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.049,
   "se": null,
   "t": 16.63,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Number of bathrooms"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.01,
   "se": null,
   "t": -86.66,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dwelling age in years"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Dist. MRT",
   "taxonomy_id": "transit_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.009,
   "se": null,
   "t": -25.01,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to nearest MRT station, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Dist. CC",
   "taxonomy_id": "cbd_distance",
   "x_transform": "level",
   "x_unit": "100 m",
   "beta": -0.004,
   "se": null,
   "t": -26.04,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Distance to city center, unit = 100 m (Table 1)"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "THA",
   "taxonomy_id": "liquidity",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.038,
   "se": null,
   "t": -10.64,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a housing-transaction hotspot area (Getis-Ord Gi*)"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "FHA",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.024,
   "se": null,
   "t": -1.51,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Dummy = 1 if located in a short-term flipping hotspot area (resales within 2 years); printed name FHA"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "THA × FHA",
   "taxonomy_id": "other",
   "x_transform": "other",
   "x_unit": "binary",
   "beta": 0.045,
   "se": null,
   "t": 1.45,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 9,
   "confidence": "high",
   "notes": "Interaction of transaction-hotspot and flipping-hotspot dummies"
  }
 ]
}