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A Comparison of Regression and Artificial Intelligence Methods in a Mass Appraisal Context
9 references·9 citing·43 second hop
A Comparison of Regression and Artificial Intelligence Methods in a Mass Appraisal Context (2011)A Comparison of Regression and Artificial…Predicting House Prices with Spatial Dependence: A Comparison of Alternative Methods (2010)Predicting House Prices with …Neural Network Hedonic Pricing Models in Mass Real Estate Appraisal (2009)Neural Network Hedonic Pricin…Spatial Statistics and Real Estate (2004)Spatial Statistics and Real E…House Price Prediction: Hedonic Price Model vs. Artificial Neural Network (2004)House Price Prediction: Hedon…Modeling Spatial Variation in Housing Prices: A Variable Interaction Approach (2003)Modeling Spatial Variation in…Predicting Housing Value: A Comparison of Multiple Regression Analysis and Artificial Neural Networks (2001)Predicting Housing Value: A C…Spatial Statistics and Real Estate (1998)Spatial Statistics and Real E…Spatial Autocorrelation: A Primer (1998)Spatial Autocorrelation: A Pr…An Exploration of Neural Networks and Its Application to Real Estate Valuation (1995)An Exploration of Neural Netw…Interpretable machine learning for real estate market analysis (2022)Interpretable machine learnin…A mass appraisal assessment study using machine learning based on multiple regression and random forest (2020)A mass appraisal assessment s…Mass Appraisal Models of Real Estate in the 21st Century: A Systematic Literature Review (2019)Mass Appraisal Models of Real…Estimation and updating methods for hedonic valuation (2019)Estimation and updating metho…Improving property valuation accuracy: a comparison of hedonic pricing model and artificial neural network (2018)Improving property valuation …Building real estate valuation models with comparative approach through case-based reasoning (2018)Building real estate valuatio…Valuation Fuzzy Soft Sets: A Flexible Fuzzy Soft Set Based Decision Making Procedure for the Valuation of Assets (2017)Valuation Fuzzy Soft Sets: A …FORECASTING SPATIAL DYNAMICS OF THE HOUSING MARKET USING SUPPORT VECTOR MACHINE (2017)FORECASTING SPATIAL DYNAMICS …Decision Tree Based Station-Level Rail Transit Ridership Forecasting (2016)Decision Tree Based Station-L…Subjective probability: A judgment of representativeness (1972)Mental Accounting and Consumer Choice (1985)Mental Accounting and Consumer Choice (2008)Take a Look Around (2019)Metrics for evaluating the performance of machine learning based automated valuation models (2021)Pre-owned housing price index forecasts using Gaussian process regressions (2024)Hedonic prices, price indices and housing markets (1978)Choice of functional form for hedonic price equations (1981)The Value of Housing Characteristics: A Meta Analysis (2006)Analysis of Spatial Autocorrelation in House Prices (1998)Housing Market Segmentation (1998)Housing market segmentation and hedonic prediction accuracy (2003)A sight for sore eyes: Assessing the value of view and land use in the housing market (2011)Associations between Street-View Perceptions and Housing Prices: Subjective vs. Objective Measures Using Computer Vision and Machine Learning Techniques (2022)Subjective and objective measures of streetscape perceptions: Relationships with property value in Shanghai (2022)Spatial Econometrics: Methods and Models (1988)STATISTICS FOR SPATIAL DATA (1992)Statistics for Spatial Data. (1993)Estimating Neighbourhood Effects in House Prices: Towards a New Hedonic Model Approach (2002)County child poverty rates in the US: a spatial regression approach (2006)Educational Outcomes and House Values: A Test of the value added Approach* (2006)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)Spatial statistics (1981)Chapter 16 Property Value Models (2005)SPATIAL HEDONIC MODELS OF AIRPORT NOISE, PROXIMITY, AND HOUSING PRICES* (2008)An Application of Spatial Econometrics in Relation to Hedonic House Price Modeling (2010)How Accessibility Shapes Land Use (1959)The concept of accessibility: A search for an operational form (1971)Comparing the Capitalisation Benefits of Light-rail Transit and Overlay Zoning for Single-family Houses and Condos by Neighbourhood Type in Metropolitan Phoenix, Arizona (2010)Prediction accuracy in mass appraisal: a comparison of modern approaches (2013)Environmental externalities of urban river pollution and restoration: A hedonic analysis in Guangzhou (China) (2016)Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition (1974)A New Approach to Consumer Theory (1976)Hedonic housing prices and the demand for clean air (1978)House Price Prediction Using Regression Techniques: A Comparative Study (2019)A HOUSE PRICE VALUATION BASED ON THE RANDOM FOREST APPROACH: THE MASS APPRAISAL OF RESIDENTIAL PROPERTY IN SOUTH KOREA (2020)Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics (2011)A comparative assessment of machine learning methods for predicting housing prices using Bayesian optimization (2023)Spatial Statistics (1981)Statistics for Spatial Data (1993)The Use of Census Data for Hedonic Price Estimates of Open-Space Amenities and Land Use (2001)Landscaping and House Values: An Empirical Investigation (2002)Moving Window Approaches for Hedonic Price Estimation: An Empirical Comparison of Modelling Techniques (2008)
this work references cited by second hop

References

  • 1998Spatial Autocorrelation: A Primer335 cited
  • 2001Predicting Housing Value: A Comparison of Multiple Regression Analysis and Artificial Neural Networks313 cited
  • 1995An Exploration of Neural Networks and Its Application to Real Estate Valuation266 cited
  • 2004House Price Prediction: Hedonic Price Model vs. Artificial Neural Network255 cited
  • 2004Spatial Statistics and Real Estate215 cited
  • 2009Neural Network Hedonic Pricing Models in Mass Real Estate Appraisal212 cited
  • 2010Predicting House Prices with Spatial Dependence: A Comparison of Alternative Methods193 cited
  • 2003Modeling Spatial Variation in Housing Prices: A Variable Interaction Approach180 cited
  • 1998Spatial Statistics and Real Estate178 cited

Cited by

  • 2018Building real estate valuation models with comparative approach through case-based reasoning122 cited
  • 2019Mass Appraisal Models of Real Estate in the 21st Century: A Systematic Literature Review119 cited
  • 2020A mass appraisal assessment study using machine learning based on multiple regression and random forest119 cited
  • 2018Improving property valuation accuracy: a comparison of hedonic pricing model and artificial neural network109 cited
  • 2017FORECASTING SPATIAL DYNAMICS OF THE HOUSING MARKET USING SUPPORT VECTOR MACHINE

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108 cited
  • 2022Interpretable machine learning for real estate market analysis87 cited
  • 2019Estimation and updating methods for hedonic valuation80 cited
  • 2017Valuation Fuzzy Soft Sets: A Flexible Fuzzy Soft Set Based Decision Making Procedure for the Valuation of Assets51 cited
  • 2016Decision Tree Based Station-Level Rail Transit Ridership Forecasting12 cited