{
 "record_id": "a842ed7c689fc0985af5ca73c3f97f4279427db3",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "Influence of a special tax-cooling measure on housing prices in Taiwan: a hedonic pricing model with consideration of the spillover effect",
  "year": 2025,
  "doi": "10.1007/s42973-025-00217-5",
  "country": "Taiwan",
  "region_city": "Taiwan (all counties/cities; municipality vs non-municipality)",
  "sample_start": 2012,
  "sample_end": 2015,
  "property_type": "mixed",
  "price_type": "transaction",
  "data_source": "Merged administrative data: actual price registration transactions linked to SSGST tax records, 416,263 transactions",
  "document_type": "journal",
  "estimators": [
   "OLS",
   "FE_panel"
  ],
  "spatial_method": "none (county fixed effects or county-by-year fixed effects)",
  "time_fe": true,
  "location_fe": true,
  "se_type": "unknown",
  "n_obs_total": 416263,
  "ai_methods": [],
  "notes": "Dependent variable ln(transaction price). House area is in pings (1 ping = 3.306 m2) and enters in logs. Table 2 = OLS on houses transacted only once (N 386,978); Table 3 = house fixed-effects panel on houses transacted more than once (short-term transactions N 26,794 in cols 1-4; whole N 29,285 in cols 5-8) where ln(house area) and steel-reinforced-concrete are dropped as time-invariant; Table 7 = FE models adding the number of short-term transactions in the market (liquidity). Odd columns use county + year FE, even columns county-by-year paired FE. Policy variables (SSGST tax dummy, tax dummy x effective tax rate, tax dummy x municipality) and national macro controls (economic growth, CPI, LTV, national unemployment rate) are not extracted. Table 4 reports only tax coefficients (characteristics suppressed) and Tables 5-6 are PSM ATTs: not extracted. SE in parentheses, type not stated; several SEs printed as (0.000) are recorded as null. Stars: * p<0.10, ** p<0.05, *** p<0.01. 'Hall' = number of living and dining rooms (not bedrooms); 'Wall' = partition walls present; 'Residential' = residential-use designation; 'Days 730' = holding period under two years (short-term resale)."
 },
 "models": [
  {
   "model_id": "T2-c1",
   "table": "2",
   "column": "1",
   "page": 24,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 386978,
   "r2": 0.6,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted only once; tax dummy, county + year FE"
  },
  {
   "model_id": "T2-c2",
   "table": "2",
   "column": "2",
   "page": 24,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 386978,
   "r2": 0.6,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted only once; tax dummy, county-by-year FE"
  },
  {
   "model_id": "T2-c3",
   "table": "2",
   "column": "3",
   "page": 24,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 386978,
   "r2": 0.6,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted only once; tax dummy x effective tax rate, county + year FE"
  },
  {
   "model_id": "T2-c4",
   "table": "2",
   "column": "4",
   "page": 24,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 386978,
   "r2": 0.6,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted only once; tax dummy x effective tax rate, county-by-year FE"
  },
  {
   "model_id": "T3-c1",
   "table": "3",
   "column": "1",
   "page": 26,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 26794,
   "r2": 0.402,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted more than once, short-term transactions only; tax dummy, county + year FE"
  },
  {
   "model_id": "T3-c2",
   "table": "3",
   "column": "2",
   "page": 26,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 26794,
   "r2": 0.444,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted more than once, short-term transactions only; tax dummy, county-by-year FE"
  },
  {
   "model_id": "T3-c3",
   "table": "3",
   "column": "3",
   "page": 26,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 26794,
   "r2": 0.394,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted more than once, short-term transactions only; tax dummy x effective tax rate, county + year FE"
  },
  {
   "model_id": "T3-c4",
   "table": "3",
   "column": "4",
   "page": 26,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 26794,
   "r2": 0.437,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted more than once, short-term transactions only; tax dummy x effective tax rate, county-by-year FE"
  },
  {
   "model_id": "T3-c5",
   "table": "3",
   "column": "5",
   "page": 26,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 29285,
   "r2": 0.413,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted more than once, whole (short- and long-term) transactions; tax dummy, county + year FE"
  },
  {
   "model_id": "T3-c6",
   "table": "3",
   "column": "6",
   "page": 26,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 29285,
   "r2": 0.453,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted more than once, whole (short- and long-term) transactions; tax dummy, county-by-year FE"
  },
  {
   "model_id": "T3-c7",
   "table": "3",
   "column": "7",
   "page": 26,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 29285,
   "r2": 0.406,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted more than once, whole (short- and long-term) transactions; tax dummy x effective tax rate, county + year FE"
  },
  {
   "model_id": "T3-c8",
   "table": "3",
   "column": "8",
   "page": 26,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 29285,
   "r2": 0.446,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Houses transacted more than once, whole (short- and long-term) transactions; tax dummy x effective tax rate, county-by-year FE"
  },
  {
   "model_id": "T7-c1",
   "table": "7",
   "column": "1",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28168,
   "r2": 0.403,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county + year FE"
  },
  {
   "model_id": "T7-c2",
   "table": "7",
   "column": "2",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28168,
   "r2": 0.445,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county-by-year FE"
  },
  {
   "model_id": "T7-c3",
   "table": "7",
   "column": "3",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28168,
   "r2": 0.395,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county + year FE"
  },
  {
   "model_id": "T7-c4",
   "table": "7",
   "column": "4",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28168,
   "r2": 0.438,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county-by-year FE"
  },
  {
   "model_id": "T7-c5",
   "table": "7",
   "column": "5",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28167,
   "r2": 0.404,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county + year FE"
  },
  {
   "model_id": "T7-c6",
   "table": "7",
   "column": "6",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28167,
   "r2": 0.447,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county-by-year FE"
  },
  {
   "model_id": "T7-c7",
   "table": "7",
   "column": "7",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28167,
   "r2": 0.397,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county + year FE"
  },
  {
   "model_id": "T7-c8",
   "table": "7",
   "column": "8",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28167,
   "r2": 0.439,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county-by-year FE"
  },
  {
   "model_id": "T7-c9",
   "table": "7",
   "column": "9",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28166,
   "r2": 0.406,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county + year FE"
  },
  {
   "model_id": "T7-c10",
   "table": "7",
   "column": "10",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28166,
   "r2": 0.448,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy, county-by-year FE"
  },
  {
   "model_id": "T7-c11",
   "table": "7",
   "column": "11",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28166,
   "r2": 0.399,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county + year FE"
  },
  {
   "model_id": "T7-c12",
   "table": "7",
   "column": "12",
   "page": 35,
   "dep_var": "ln(transaction price)",
   "dep_transform": "log",
   "estimator": "FE_panel",
   "n_obs": 28166,
   "r2": 0.441,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Short-term transactions within 2 years (units transacted once and more than once), house FE; tax dummy x effective tax rate, county-by-year FE"
  }
 ],
 "coefficients": [
  {
   "model_id": "T2-c1",
   "var_name_printed": "Municipality",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.236,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Located in a municipality under central-government control (urban status indicator)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Municipality",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.184,
   "se": 0.089,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Located in a municipality under central-government control (urban status indicator)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Municipality",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.236,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Located in a municipality under central-government control (urban status indicator)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Municipality",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.184,
   "se": 0.089,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Located in a municipality under central-government control (urban status indicator)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "ln (house area)",
   "taxonomy_id": "living_area",
   "x_transform": "log",
   "x_unit": "ping",
   "beta": 0.904,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Log of transaction area in pings (1 ping = 3.306 m2); elasticity"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "ln (house area)",
   "taxonomy_id": "living_area",
   "x_transform": "log",
   "x_unit": "ping",
   "beta": 0.905,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Log of transaction area in pings (1 ping = 3.306 m2); elasticity"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "ln (house area)",
   "taxonomy_id": "living_area",
   "x_transform": "log",
   "x_unit": "ping",
   "beta": 0.904,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Log of transaction area in pings (1 ping = 3.306 m2); elasticity"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "ln (house area)",
   "taxonomy_id": "living_area",
   "x_transform": "log",
   "x_unit": "ping",
   "beta": 0.905,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Log of transaction area in pings (1 ping = 3.306 m2); elasticity"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0798,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.08,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.0798,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.08,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.21,
   "se": 0.007,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.21,
   "se": 0.007,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.21,
   "se": 0.007,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.211,
   "se": 0.007,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.00631,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Years between construction and transaction; SE printed as (0.000), rounded, recorded as null"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.0063,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Years between construction and transaction; SE printed as (0.000), rounded, recorded as null"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.00631,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Years between construction and transaction; SE printed as (0.000), rounded, recorded as null"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.0063,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Years between construction and transaction; SE printed as (0.000), rounded, recorded as null"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.156,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1 (vs other use)"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.156,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1 (vs other use)"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.156,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1 (vs other use)"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.156,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1 (vs other use)"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Steel reinforced concrete",
   "taxonomy_id": "roof_materials",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0978,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Exterior structure is steel reinforced concrete = 1"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Steel reinforced concrete",
   "taxonomy_id": "roof_materials",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0967,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Exterior structure is steel reinforced concrete = 1"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Steel reinforced concrete",
   "taxonomy_id": "roof_materials",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0978,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Exterior structure is steel reinforced concrete = 1"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Steel reinforced concrete",
   "taxonomy_id": "roof_materials",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0967,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Exterior structure is steel reinforced concrete = 1"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.209,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.209,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.209,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.209,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0206,
   "se": 0.007,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.02,
   "se": 0.007,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0206,
   "se": 0.007,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.02,
   "se": 0.007,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0148,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0143,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0148,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0143,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T2-c1",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0475,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T2-c2",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0468,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T2-c3",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0475,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T2-c4",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0468,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 24,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.0095,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.00931,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.0083,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.00824,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.00517,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.00443,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.00408,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T3-c8",
   "var_name_printed": "Hall",
   "taxonomy_id": "other",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.00347,
   "se": 0.012,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Number of living and dining rooms (not bedrooms)"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.146,
   "se": 0.043,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.12,
   "se": 0.044,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.146,
   "se": 0.043,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.121,
   "se": 0.044,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.127,
   "se": 0.041,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "Wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.101,
   "se": 0.041,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "Wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.128,
   "se": 0.041,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T3-c8",
   "var_name_printed": "Wall",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.102,
   "se": 0.041,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Partition walls present = 1"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.00353,
   "se": 0.007,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Years between construction and transaction; house fixed-effects model"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": 0.000662,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Years between construction and transaction; house fixed-effects model"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.00273,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Years between construction and transaction; house fixed-effects model"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": 0.00119,
   "se": 0.006,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Years between construction and transaction; house fixed-effects model"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.00685,
   "se": 0.004,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Years between construction and transaction; house fixed-effects model"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.00368,
   "se": 0.004,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Years between construction and transaction; house fixed-effects model"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.00624,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Years between construction and transaction; house fixed-effects model"
  },
  {
   "model_id": "T3-c8",
   "var_name_printed": "Age",
   "taxonomy_id": "age",
   "x_transform": "level",
   "x_unit": "years",
   "beta": -0.00332,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Years between construction and transaction; house fixed-effects model"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.227,
   "se": 0.144,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.277,
   "se": 0.114,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.218,
   "se": 0.125,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.266,
   "se": 0.1,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.229,
   "se": 0.105,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.264,
   "se": 0.099,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.243,
   "se": 0.104,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1"
  },
  {
   "model_id": "T3-c8",
   "var_name_printed": "Residential",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.265,
   "se": 0.096,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Unit designated for residential use = 1"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0277,
   "se": 0.058,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0361,
   "se": 0.058,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0292,
   "se": 0.059,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0374,
   "se": 0.059,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0459,
   "se": 0.056,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0488,
   "se": 0.058,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0479,
   "se": 0.056,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T3-c8",
   "var_name_printed": "Apartment",
   "taxonomy_id": "dwelling_type",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.0513,
   "se": 0.058,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Apartment-type unit = 1"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.0156,
   "se": 0.031,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.0126,
   "se": 0.031,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.0156,
   "se": 0.031,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.0124,
   "se": 0.031,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.0106,
   "se": 0.03,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.00312,
   "se": 0.03,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.0104,
   "se": 0.03,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T3-c8",
   "var_name_printed": "Quarter 2",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.00231,
   "se": 0.03,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q2 vs Q1"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.101,
   "se": 0.025,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0976,
   "se": 0.025,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.1,
   "se": 0.025,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.0967,
   "se": 0.025,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.104,
   "se": 0.024,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.102,
   "se": 0.024,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.103,
   "se": 0.025,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T3-c8",
   "var_name_printed": "Quarter 3",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.102,
   "se": 0.024,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q3 vs Q1"
  },
  {
   "model_id": "T3-c1",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.131,
   "se": 0.027,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.131,
   "se": 0.027,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.13,
   "se": 0.028,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T3-c4",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.131,
   "se": 0.027,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.133,
   "se": 0.026,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.139,
   "se": 0.026,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.133,
   "se": 0.027,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T3-c8",
   "var_name_printed": "Quarter 4",
   "taxonomy_id": "transaction_timing",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.14,
   "se": 0.026,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 27,
   "confidence": "high",
   "notes": "Transaction in Q4 vs Q1"
  },
  {
   "model_id": "T3-c5",
   "var_name_printed": "Days 730",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.232,
   "se": 0.033,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Holding period under 730 days (short-term resale) = 1; transaction characteristic"
  },
  {
   "model_id": "T3-c6",
   "var_name_printed": "Days 730",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.206,
   "se": 0.034,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Holding period under 730 days (short-term resale) = 1; transaction characteristic"
  },
  {
   "model_id": "T3-c7",
   "var_name_printed": "Days 730",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.232,
   "se": 0.033,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Holding period under 730 days (short-term resale) = 1; transaction characteristic"
  },
  {
   "model_id": "T3-c8",
   "var_name_printed": "Days 730",
   "taxonomy_id": "other",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.206,
   "se": 0.034,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 26,
   "confidence": "high",
   "notes": "Holding period under 730 days (short-term resale) = 1; transaction characteristic"
  },
  {
   "model_id": "T7-c1",
   "var_name_printed": "N_tran_1 month",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 5.09e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a one-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c2",
   "var_name_printed": "N_tran_1 month",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 5.02e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a one-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c3",
   "var_name_printed": "N_tran_1 month",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 5.33e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a one-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c4",
   "var_name_printed": "N_tran_1 month",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 5.41e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a one-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c5",
   "var_name_printed": "N_tran_2 months",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 5.35e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a two-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c6",
   "var_name_printed": "N_tran_2 months",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 4.97e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a two-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c7",
   "var_name_printed": "N_tran_2 months",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 5.53e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a two-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c8",
   "var_name_printed": "N_tran_2 months",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 5.21e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a two-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c9",
   "var_name_printed": "N_tran_3 months",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 4.91e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a three-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c10",
   "var_name_printed": "N_tran_3 months",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 4.84e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a three-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c11",
   "var_name_printed": "N_tran_3 months",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 5.12e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a three-month window (sales volume); SE printed as (0.000), recorded as null"
  },
  {
   "model_id": "T7-c12",
   "var_name_printed": "N_tran_3 months",
   "taxonomy_id": "liquidity",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 5.05e-05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 35,
   "confidence": "high",
   "notes": "Total number of short-term housing transactions in the market over a three-month window (sales volume); SE printed as (0.000), recorded as null"
  }
 ]
}