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Determinants of house prices in Turkey: Hedonic regression versus artificial neural network
6 references·16 citing·36 second hop
Determinants of house prices in Turkey: Hedonic regression versus artificial neural network (2008)Determinants of house prices in Turkey: H…Real estate appraisal: a review of valuation methods (2003)Real estate appraisal: a revi…Hedonic Pricing Models: A Selective and Applied Review (2002)Hedonic Pricing Models: A Sel…Specification and estimation of hedonic housing price models (1992)Specification and estimation …A New Approach to Consumer Theory (1976)A New Approach to Consumer Th…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…Machine learning-based forecasts of residential property prices in Hangzhou City, Zhejiang Province, China (2024)Machine learning-based foreca…What matters in the e-commerce era? Modelling and mapping shop rents in Guangzhou, China (2022)What matters in the e-commerc…Residential housing price index forecasting via neural networks (2022)Residential housing price ind…NETWORK ANALYSIS OF HOUSING PRICE COMOVEMENTS OF A HUNDRED CHINESE CITIES (2022)NETWORK ANALYSIS OF HOUSING P…A modelling approach with geographically weighted regression methods for determining geographic variation and influencing factors in housing price: A case in Istanbul (2022)A modelling approach with geo…Second-hand house price index forecasting with neural networks (2021)Second-hand house price index…Rent index forecasting through neural networks (2021)Rent index forecasting throug…Metrics for evaluating the performance of machine learning based automated valuation models (2021)Metrics for evaluating the pe…House price forecasting with neural networks (2021)House price forecasting with …A HOUSE PRICE VALUATION BASED ON THE RANDOM FOREST APPROACH: THE MASS APPRAISAL OF RESIDENTIAL PROPERTY IN SOUTH KOREA (2020)A HOUSE PRICE VALUATION BASED…Monitoring housing rental prices based on social media:An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies (2019)Monitoring housing rental pri…Mass Appraisal Models of Real Estate in the 21st Century: A Systematic Literature Review (2019)Mass Appraisal Models of Real…Improving property valuation accuracy: a comparison of hedonic pricing model and artificial neural network (2018)Improving property valuation …A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units (2015)A Novel Machine Learning Mode…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…The use of fuzzy logic in predicting house selling price (2009)The use of fuzzy logic in pre…An Exploration of Neural Networks and Its Application to Real Estate Valuation (1995)Predicting Housing Value: A Comparison of Multiple Regression Analysis and Artificial Neural Networks (2001)Random Forests for multiclass classification: Random MultiNomial Logit (2007)Estimating the Performance of Random Forest versus Multiple Regression for Predicting Prices of the Apartments (2018)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)The value of domestic building energy efficiency — evidence from Ireland (2013)Scheduling/Cost Optimization and Neural Dynamics Model for Construction (1997)Regularization Neural Network for Construction Cost Estimation (1998)Determinants of House Prices in Central and Eastern Europe (2007)Pre-owned housing price index forecasts using Gaussian process regressions (2024)Predictions of residential property price indices for China via machine learning models (2025)Spatial Processes, Models and Applications (1983)Spatial Econometrics: Methods and Models (1988)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)Fuzzy sets (1965)Time Series Analysis: Forecasting and Control (1977)Fuzzy sets (1996)Consumption preferences and environmental externalities: A hedonic analysis of the housing market in Guangzhou (2006)Vision-based real estate price estimation (2018)Local Indicators of Spatial Association—LISA (1995)Understanding house price appreciation using multi-source big geo-data and machine learning (2020)Machine learning with explainability or spatial hedonics tools? 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this work references cited by second hop

References

  • 1974Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition10,715 cited
  • 1966A New Approach to Consumer Theory8,466 cited
  • 1976A New Approach to Consumer Theory6,913 cited
  • 2002Hedonic Pricing Models: A Selective and Applied Review763 cited
  • 1992Specification and estimation of hedonic housing price models582 cited
  • 2003Real estate appraisal: a review of valuation methods439 cited

Cited by

  • 2015A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units289 cited
  • 2011Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics264 cited
  • 2019Monitoring housing rental prices based on social media:An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies231 cited
  • 2020A HOUSE PRICE VALUATION BASED ON THE RANDOM FOREST APPROACH: THE MASS APPRAISAL OF RESIDENTIAL PROPERTY IN SOUTH KOREA180 cited
  • 2021Metrics for evaluating the performance of machine learning based automated valuation models178 cited
  • 2021House price forecasting with neural networks162 cited
  • 2009The use of fuzzy logic in predicting house selling price131 cited
  • 2024Machine learning-based forecasts of residential property prices in Hangzhou City, Zhejiang Province, China

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128 cited
  • 2019Mass Appraisal Models of Real Estate in the 21st Century: A Systematic Literature Review119 cited
  • 2022NETWORK ANALYSIS OF HOUSING PRICE COMOVEMENTS OF A HUNDRED CHINESE CITIES119 cited
  • 2021Second-hand house price index forecasting with neural networks117 cited
  • 2022What matters in the e-commerce era? Modelling and mapping shop rents in Guangzhou, China116 cited
  • 2021Rent index forecasting through neural networks114 cited
  • 2022A modelling approach with geographically weighted regression methods for determining geographic variation and influencing factors in housing price: A case in Istanbul112 cited
  • 2018Improving property valuation accuracy: a comparison of hedonic pricing model and artificial neural network109 cited
  • 2022Residential housing price index forecasting via neural networks107 cited