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A linearization for stable and fast geographically weighted Poisson regression [PDF]

International Journal of Geographical Information Science, 2023
Although geographically weighted Poisson regression (GWPR) is a popular regression for spatially indexed count data, its development is relatively limited compared to that found for linear geographically weighted regression (GWR), where many extensions ...
Binbin Lu, Takahiro Yoshida, Tomoki Nakaya   +2 more
exaly   +2 more sources

Geographically Weighted Regression

Journal of the Royal Statistical Society Series D: the Statistician, 1998
In regression models where the cases are geographical locations, sometimes regression coefficients do not remain fixed over space. A technique for exploring this phenomenon, geographically weighted regression is introduced.
Martin Charlton, Chris Brunsdon
exaly   +2 more sources

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Geographically and temporally neural network weighted regression for modeling spatiotemporal non-stationary relationships

International Journal of Geographical Information Science, 2021
Bo Huang, Sensen Wu, Zhenhong Du
exaly  

Multiscale geographically and temporally weighted regression with a unilateral temporal weighting scheme and its application in the analysis of spatiotemporal characteristics of house prices in Beijing

International Journal of Geographical Information Science, 2021
Tung Fung, Yee Leung, Yu Zhou
exaly  

Geographically convolutional neural network weighted regression: a method for modeling spatially non-stationary relationships based on a global spatial proximity grid

International Journal of Geographical Information Science, 2022
Sensen Wu, Zhenhong Du, Hongye Zhou
exaly  

Geographically weighted regression based on a network weight matrix: a case study using urbanization driving force data in China

International Journal of Geographical Information Science, 2023
Bailang Yu, Ye Wei
exaly  

Computational improvements to multi-scale geographically weighted regression

International Journal of Geographical Information Science, 2020
Ziqi Li, A Stewart Fotheringham
exaly  

Geographically neural network weighted regression for the accurate estimation of spatial non-stationarity

International Journal of Geographical Information Science, 2020
Sensen Wu, Zhenhong Du, Zhongyi Wang
exaly  

Geographically and temporally weighted regression for modeling spatio-temporal variation in house prices

International Journal of Geographical Information Science, 2010
Bo Huang, Bo Wu
exaly  

A geographically weighted regression model augmented by Geodetector analysis and principal component analysis for the spatial distribution of PM

Sustainable Cities and Society, 2020
Linchuan Yang
exaly