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Interpretable machine learning for real estate market analysis
16 references·0 citing·42 second hop
Interpretable machine learning for real estate market analysis (2022)Interpretable machine learning for real e…Predicting property prices with machine learning algorithms (2020)Predicting property prices wi…“Theory and Practice of Spatial Econometrics” (2015)“Theory and Practice of Spati…Statistical Procedures for Forecasting Criminal Behavior (2013)Statistical Procedures for Fo…Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics (2011)Mass appraisal of residential…To Explain or to Predict? (2010)To Explain or to Predict?An Application of Spatial Econometrics in Relation to Hedonic House Price Modeling (2010)An Application of Spatial Eco…A Spatial Autocorrelation Approach for Examining the Effects of Urban Greenspace on Residential Property Values (2008)A Spatial Autocorrelation App…Incorporating spatial variation in housing attribute prices: a comparison of geographically weighted regression and the spatial expansion method (2006)Incorporating spatial variati…The Composition of Hedonic Pricing Models (2005)The Composition of Hedonic Pr…Hedonic Pricing Models: A Selective and Applied Review (2002)Hedonic Pricing Models: A Sel…Chapter 41 Hedonic analysis of housing markets (1999)Chapter 41 Hedonic analysis o…Specification and estimation of hedonic housing price models (1992)Specification and estimation …Spatial Econometrics: Methods and Models (1988)Spatial Econometrics: Methods…Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms (1988)Estimation of Regression Coef…Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition (1974)Hedonic Prices and Implicit M…A New Approach to Consumer Theory (1966)A New Approach to Consumer Th…A Pure Theory of Local Expenditures (1956)Specification Tests in Econometrics (1978)Limited-dependent and qualitative variables in econometrics (1983)Impacts of urban environmental elements on residential housing prices in Guangzhou (China) (2006)Determinants of House Prices: A Quantile Regression Approach (2007)Determinants of house prices in Turkey: Hedonic regression versus artificial neural network (2008)Econometric Models and Economic Forecasts (1990)STATISTICS FOR SPATIAL DATA (1992)Spatial autocorrelation in multi-scale land use models (2003)GMM estimation of spatial autoregressive models with unknown heteroskedasticity (2009)Specification and estimation of social interaction models with network structures (2010)A New Approach to Consumer Theory (1976)Hedonic house prices and spatial quantile regression (2011)Monitoring housing rental prices based on social media:An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies (2019)Spatial Processes, Models and Applications (1983)Analysis of Spatial Autocorrelation in House Prices (1998)Evidence of the Effects of Water Quality on Residential Land Prices (2000)The value of open spaces in residential land use (2002)Spatial statistics (1981)The theory and practice of econometrics (1986)Spatial Dependence and House Price Index Construction (1997)Spatial Autocorrelation: A Primer (1998)Applying the Generalized-Moments Estimation Approach to Spatial Problems Involving Micro-Level Data (2000)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Common risk factors in the returns on stocks and bonds (1993)An updated and expanded assessment of PLS-SEM in information systems research (2017)When to use and how to report the results of PLS-SEM (2018)Predictive model assessment in PLS-SEM: guidelines for using PLSpredict (2019)The Derived FOXP2 Variant of Modern Humans Was Shared with Neandertals (2007)Big Data: New Tricks for Econometrics (2014)House price forecasting with neural networks (2021)Pre-owned housing price index forecasts using Gaussian process regressions (2024)Predictions of residential property price indices for China via machine learning models (2025)The Analysis of Spatial Association by Use of Distance Statistics (1992)Local Indicators of Spatial Association—LISA (1995)General Diagnostic Tests for Cross Section Dependence in Panels (2004)Wages, Rents, and the Quality of Life (1982)Customer Satisfaction, Market Share, and Profitability: Findings From Sweden (1994)Skills, Tasks and Technologies: Implications for Employment and Earnings (2011)Hedonic housing prices and the demand for clean air (1978)Investor Sentiment and the Cross‐Section of Stock Returns (2006)Conducting Discrete Choice Experiments to Inform Healthcare Decision Making (2008)
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References

  • 1974Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition10,715 cited
  • 1988Spatial Econometrics: Methods and Models9,595 cited
  • 1966A New Approach to Consumer Theory8,466 cited
  • 2010To Explain or to Predict?2,974 cited
  • 2005The Composition of Hedonic Pricing Models806 cited
  • 2002Hedonic Pricing Models: A Selective and Applied Review763 cited
  • 1992Specification and estimation of hedonic housing price models582 cited
  • 2015“Theory and Practice of Spatial Econometrics”481 cited
  • 1988Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms364 cited
  • 2020Predicting property prices with machine learning algorithms293 cited
  • 2008A Spatial Autocorrelation Approach for Examining the Effects of Urban Greenspace on Residential Property Values288 cited
  • 2011Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics264 cited
  • 2006Incorporating spatial variation in housing attribute prices: a comparison of geographically weighted regression and the spatial expansion method264 cited
  • 2010An Application of Spatial Econometrics in Relation to Hedonic House Price Modeling242 cited

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1999
Chapter 41 Hedonic analysis of housing markets
210 cited
  • 2013Statistical Procedures for Forecasting Criminal Behavior180 cited
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