{
 "record_id": "fb704039a7cb48f523fc8649b0477ed96bedc7f7",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "Improved Methods for Predicting Property Prices in Hazard Prone Dynamic Markets",
  "year": 2016,
  "doi": "10.1007/s10640-016-0076-5",
  "country": "United States",
  "region_city": "Pitt County, North Carolina",
  "sample_start": 1992,
  "sample_end": 2002,
  "property_type": "single_family",
  "price_type": "transaction",
  "data_source": "4,779 single-family sales in Pitt County NC, January 1992-June 2002 (Bin and Landry 2013 data), around hurricanes Fran (1996) and Floyd (1999)",
  "document_type": "journal",
  "estimators": [
   "OLS",
   "other"
  ],
  "spatial_method": "kriging of residuals (M4); log distances to amenities (M1-M2)",
  "time_fe": true,
  "location_fe": false,
  "se_type": "unknown",
  "n_obs_total": 4779,
  "ai_methods": [],
  "notes": "Environmental and Resource Economics 69. Primarily a prediction-accuracy study (Monte Carlo sub-sampling, out-of-sample errors). The only printed characteristic coefficient is the floodplain dummy (Table 3, 'Total population' row, no SE); sub-sample rows are averages over 50,000 Monte Carlo runs and were not extracted. Sample period January 1992-June 2002 (stated in Sect. 2.1). time_fe refers to sale-period dummies in M1-M2 only."
 },
 "models": [
  {
   "model_id": "T3-c1",
   "table": "3",
   "column": "M1 (Total population row)",
   "page": 13,
   "dep_var": "ln sales price (USD)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 4779,
   "r2": null,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "full sample (N = 4779), Pitt County NC single-family sales 1992-2002; full traditional hedonic: age, bedrooms, lot size, structure sqft each as X + X^2, amenity dummies, log distances (creek, airport, major road, business centre, railroad, Tar River, park), sale-period dummies, floodplain and floodplain x period interactions; Monte Carlo sub-sample rows of Table 3 not extracted (resampling averages)"
  },
  {
   "model_id": "T3-c2",
   "table": "3",
   "column": "M2 (Total population row)",
   "page": 13,
   "dep_var": "ln sales price (USD)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 4779,
   "r2": null,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "full sample (N = 4779), Pitt County NC single-family sales 1992-2002; as M1 but X + sqrt(X) (age, bedrooms, lot size) and X + ln(X) (structure sqft); Monte Carlo sub-sample rows of Table 3 not extracted (resampling averages)"
  },
  {
   "model_id": "T3-c3",
   "table": "3",
   "column": "M3 & M4 (Total population row)",
   "page": 13,
   "dep_var": "ln sales price (USD)",
   "dep_transform": "log",
   "estimator": "other",
   "n_obs": 4779,
   "r2": null,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "full sample (N = 4779), Pitt County NC single-family sales 1992-2002; reduced model: age, bedrooms, sqrt(lot size), ln(structure sqft), floodplain dummy; M4 additionally kriges residuals for spatial variation (floodplain coefficient identical for M3 and M4); Monte Carlo sub-sample rows of Table 3 not extracted (resampling averages)"
  }
 ],
 "coefficients": [
  {
   "model_id": "T3-c1",
   "var_name_printed": "Floodplain (= 1)",
   "taxonomy_id": "flood_risk",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.056,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "coefficient on 100-year floodplain dummy from the full-sample regression ('Total population' row of Table 3); no SE or significance printed; for M1 and M2 the text states the floodplain coefficient 'was controlled for the interaction terms' with the post-Fran and post-Floyd period dummies (exact adjustment not specified); other hedonic coefficients of the models are not printed"
  },
  {
   "model_id": "T3-c2",
   "var_name_printed": "Floodplain (= 1)",
   "taxonomy_id": "flood_risk",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.056,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "coefficient on 100-year floodplain dummy from the full-sample regression ('Total population' row of Table 3); no SE or significance printed; for M1 and M2 the text states the floodplain coefficient 'was controlled for the interaction terms' with the post-Fran and post-Floyd period dummies (exact adjustment not specified); other hedonic coefficients of the models are not printed"
  },
  {
   "model_id": "T3-c3",
   "var_name_printed": "Floodplain (= 1)",
   "taxonomy_id": "flood_risk",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.054,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 13,
   "confidence": "medium",
   "notes": "coefficient on 100-year floodplain dummy from the full-sample regression ('Total population' row of Table 3); no SE or significance printed; for M1 and M2 the text states the floodplain coefficient 'was controlled for the interaction terms' with the post-Fran and post-Floyd period dummies (exact adjustment not specified); other hedonic coefficients of the models are not printed"
  }
 ]
}