Old and New Approaches for Spatially Varying Coefficient Models

Simple Test ◽

Varying Coefficient ◽

Spatial Heteroscedasticity ◽

Maximum likelihood estimation of spatially varying coefficient models for large data with an application to real estate price prediction

Spatial Statistics ◽

10.1016/j.spasta.2020.100470 ◽

2021 ◽

Vol 41 ◽

pp. 100470

Author(s):

Jakob A. Dambon ◽

Fabio Sigrist ◽

Reinhard Furrer

Keyword(s):

Maximum Likelihood ◽

Real Estate ◽

Maximum Likelihood Estimation ◽

Likelihood Estimation ◽

Large Data ◽

Real Estate Price ◽

Varying Coefficient ◽

Price Prediction ◽

Spatially Varying Coefficient Models: Testing for Spatial Heteroscedasticity and Reweighting Estimation of the Coefficients

Environment and Planning A Economy and Space ◽

10.1068/a43201 ◽

2011 ◽

Vol 43 (7) ◽

pp. 1723-1745 ◽

Cited By ~ 6

Author(s):

Si-Lian Shen ◽

Chang-Lin Mei ◽

Ying-Jian Zhang

Keyword(s):

Varying Coefficient ◽

Spatial Heteroscedasticity ◽

Generalized Spatially Varying Coefficient Models

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2020.1754225 ◽

2020 ◽

pp. 1-10

Author(s):

Myungjin Kim ◽

Li Wang

Keyword(s):

Varying Coefficient ◽

Spatially Varying Coefficient Models with Sign Preservation of the Coefficient Functions

Journal of Agricultural Biological and Environmental Statistics ◽

10.1007/s13253-021-00443-5 ◽

2021 ◽

Author(s):

Myungjin Kim ◽

Li Wang ◽

Yuyu Zhou

Keyword(s):

Varying Coefficient ◽

Comparing spatially varying coefficient models: a case study examining violent crime rates and their relationships to alcohol outlets and illegal drug arrests

Journal of Geographical Systems ◽

10.1007/s10109-008-0073-5 ◽

2008 ◽

Vol 11 (1) ◽

pp. 1-22 ◽

Cited By ~ 67

Author(s):

David C. Wheeler ◽

Lance A. Waller

Keyword(s):

Violent Crime ◽

Illegal Drug ◽

Crime Rates ◽

Alcohol Outlets ◽

Varying Coefficient ◽

Drug Arrests ◽

Local least absolute deviation estimation of spatially varying coefficient models: robust geographically weighted regression approaches

International Journal of Geographical Information Science ◽

10.1080/13658816.2010.528420 ◽

2011 ◽

Vol 25 (9) ◽

pp. 1467-1489 ◽

Cited By ~ 26

Author(s):

Huiguo Zhang ◽

Changlin Mei

Keyword(s):

Geographically Weighted Regression ◽

Weighted Regression ◽

Least Absolute Deviation ◽

Absolute Deviation ◽

Varying Coefficient ◽

Least Absolute Deviation Estimation ◽

Bayesian spatially varying coefficient models in the spBayes R package

Environmental Modelling & Software ◽

10.1016/j.envsoft.2019.104608 ◽

2020 ◽

Vol 125 ◽

pp. 104608 ◽

Cited By ~ 2

Author(s):

Andrew O. Finley ◽

Sudipto Banerjee

Keyword(s):

R Package ◽

Varying Coefficient ◽

Quantifying geographic variations in associations between alcohol distribution and violence: a comparison of geographically weighted regression and spatially varying coefficient models

Stochastic Environmental Research and Risk Assessment ◽

10.1007/s00477-007-0139-9 ◽

2007 ◽

Vol 21 (5) ◽

pp. 573-588 ◽

Cited By ~ 83

Author(s):

Lance A. Waller ◽

Li Zhu ◽

Carol A. Gotway ◽

Dennis M. Gorman ◽

Paul J. Gruenewald

Keyword(s):

Geographically Weighted Regression ◽

Weighted Regression ◽

Geographic Variations ◽

Varying Coefficient ◽

Estimation and inference in spatially varying coefficient models

Environmetrics ◽

10.1002/env.2485 ◽

2017 ◽

Vol 29 (1) ◽

pp. e2485 ◽

Cited By ~ 6

Author(s):

Jingru Mu ◽

Guannan Wang ◽

Li Wang

Keyword(s):

Varying Coefficient ◽