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Spatial Dependence, Housing Submarkets, and House Price Prediction
16 references·16 citing·31 second hopsampled
Spatial Dependence, Housing Submarkets, and House Price Prediction (2007)Spatial Dependence, Housing Submarkets, a…Constructing the Spatial Weights Matrix Using a Local Statistic (2004)Constructing the Spatial Weig…Constructing the Spatial Weights Matrix Using a Local Statistic (2004)Constructing the Spatial Weig…Do housing submarkets really matter? (2003)Do housing submarkets really …Defining Housing Submarkets (1999)Defining Housing SubmarketsSpatiotemporal Autoregressive Models of Neighborhood Effects (1998)Spatiotemporal Autoregressive…Analysis of Spatial Autocorrelation in House Prices (1998)Analysis of Spatial Autocorre…Spatial Dependence and House Price Index Construction (1997)Spatial Dependence and House …Sparse spatial autoregressions (1997)Sparse spatial autoregressionsStatistics for Spatial Data. (1993)Statistics for Spatial Data.Statistics for Spatial Data (1993)Statistics for Spatial DataSTATISTICS FOR SPATIAL DATA (1992)STATISTICS FOR SPATIAL DATASpecification and estimation of hedonic housing price models (1992)Specification and estimation …Spatial Data Analysis in the Social and Environmental Sciences (1990)Spatial Data Analysis in the …Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms (1988)Estimation of Regression Coef…Spatial statistics (1981)Spatial statisticsSpatial Statistics (1981)Spatial StatisticsFour shades of Airbnb and its impact on locals: A spatiotemporal analysis of Airbnb, rent, housing prices, and gentrification (2023)Four shades of Airbnb and its…Real estate price estimation in French cities using geocoding and machine learning (2021)Real estate price estimation …Green premium in buildings: Evidence from the real estate market of Singapore (2020)Green premium in buildings: E…Mass Appraisal Models of Real Estate in the 21st Century: A Systematic Literature Review (2019)Mass Appraisal Models of Real…House Price Prediction Using Regression Techniques: A Comparative Study (2019)House Price Prediction Using …Estimation and updating methods for hedonic valuation (2019)Estimation and updating metho…Exploring the spatial structure of housing prices under economic expansion and stagnation: The role of socio-demographic factors in metropolitan Rome, Italy (2018)Exploring the spatial structu…The economic value of streets: mix-scale spatio-functional interaction and housing price patterns (2017)The economic value of streets…Hedonic price–rent ratios, user cost, and departures from equilibrium in the housing market (2015)Hedonic price–rent ratios, us…Data-Driven Regionalization of Housing Markets (2012)Data-Driven Regionalization o…The impact of landscape views and storey levels on property prices (2011)The impact of landscape views…Housing submarket classification: The role of spatial contiguity (2011)Housing submarket classificat…Predicting House Prices with Spatial Dependence: A Comparison of Alternative Methods (2010)Predicting House Prices with …Spatial Hedonic Models (2009)Spatial Hedonic ModelsSpatial Change and the Structure of Urban Housing Sub-markets (2009)Spatial Change and the Struct…HEDONIC ANALYSIS OF PRICE IN THE ISTANBUL HOUSING MARKET (2008)HEDONIC ANALYSIS OF PRICE IN …Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition (1974)Spatial Econometrics: Methods and Models (1988)Spatial Autocorrelation: A Primer (1998)Errors in variables and spatial effects in hedonic house price models of ambient air quality (2007)Flood Hazards, Insurance Rates, and Amenities: Evidence From the Coastal Housing Market (2008)Statistics for spatial data (1992)Best Spatial Two‐Stage Least Squares Estimators for a Spatial Autoregressive Model with Autoregressive Disturbances (2003)HAC estimation in a spatial framework (2006)Spatial Autocorrelation (2009)Spatial Processes, Models and Applications (1983)Evidence of the Effects of Water Quality on Residential Land Prices (2000)The value of open spaces in residential land use (2002)The Analysis of Spatial Association by Use of Distance Statistics (1992)Local Spatial Autocorrelation Statistics: Distributional Issues and an Application (1995)Spatial Weights Matrices (2009)Specification of spatial models: A simulation study on weights matrices (2009)A Local Indicator of Multivariate Spatial Association: Extending Geary's c (2018)Local Indicators of Spatial Association—LISA (1995)Methods to account for spatial autocorrelation in the analysis of species distributional data: a review (2007)Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure (2016)Under the hood Issues in the specification and interpretation of spatial regression models (2002)Use of Kriging Models to Approximate Deterministic Computer Models (2005)Comparing implementations of global and local indicators of spatial association (2018)Multivariable geostatistics in S: the gstat package (2004)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)Spatial pattern and ecological analysis (1989)Geostatistical Tools for Modeling and Interpreting Ecological Spatial Dependence (1992)Model-Based Geostatistics (1998)The consequences of spatial structure for the design and analysis of ecological field surveys (2002)Spatial Econometrics (2003)Towards an integrated computational tool for spatial analysis in macroecology and biogeography (2006)
this work references cited by second hop· second hop is a sample of the most-cited connections

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  • 1993Statistics for Spatial Data6,517 cited
  • 1993Statistics for Spatial Data.5,101 cited
  • 1981Spatial statistics2,866 cited
  • 1981Spatial Statistics2,052 cited
  • 1990Spatial Data Analysis in the Social and Environmental Sciences683 cited
  • 1992Specification and estimation of hedonic housing price models582 cited
  • 1998Analysis of Spatial Autocorrelation in House Prices555 cited
  • 1997Sparse spatial autoregressions508 cited
  • 2004Constructing the Spatial Weights Matrix Using a Local Statistic421 cited
  • 1988Estimation of Regression Coefficients in the Presence of Spatially Autocorrelated Error Terms364 cited
  • 2003Do housing submarkets really matter?360 cited
  • 1997Spatial Dependence and House Price Index Construction342 cited
  • 2004Constructing the Spatial Weights Matrix Using a Local Statistic337 cited
  • 1999Defining Housing Submarkets323 cited
  • 1998Spatiotemporal Autoregressive Models of Neighborhood Effects322 cited

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Cited by

  • 2010Predicting House Prices with Spatial Dependence: A Comparison of Alternative Methods193 cited
  • 2019House Price Prediction Using Regression Techniques: A Comparative Study155 cited
  • 2018Exploring the spatial structure of housing prices under economic expansion and stagnation: The role of socio-demographic factors in metropolitan Rome, Italy129 cited
  • 2019Mass Appraisal Models of Real Estate in the 21st Century: A Systematic Literature Review119 cited
  • 2009Spatial Hedonic Models114 cited
  • 2020Green premium in buildings: Evidence from the real estate market of Singapore89 cited
  • 2012Data-Driven Regionalization of Housing Markets89 cited
  • 2015Hedonic price–rent ratios, user cost, and departures from equilibrium in the housing market88 cited
  • 2011Housing submarket classification: The role of spatial contiguity88 cited
  • 2021Real estate price estimation in French cities using geocoding and machine learning82 cited
  • 2008HEDONIC ANALYSIS OF PRICE IN THE ISTANBUL HOUSING MARKET82 cited
  • 2009Spatial Change and the Structure of Urban Housing Sub-markets81 cited
  • 2019Estimation and updating methods for hedonic valuation80 cited
  • 2011The impact of landscape views and storey levels on property prices80 cited
  • 2017The economic value of streets: mix-scale spatio-functional interaction and housing price patterns77 cited
  • 2023Four shades of Airbnb and its impact on locals: A spatiotemporal analysis of Airbnb, rent, housing prices, and gentrification31 cited