GWPR.light-package | R Documentation |
This package are grounded in a branch of spatial statistics. Using geographically weights, the geographically weighted panel regression is try to solve the residuals from panel regression clustering spatially. To investigate whether the residuals cluster spatially, the Moran's I test is also improved. Furthermore, three local statistic tests are contained to help the users select model. This package includes the function for the optimal bandwidth selection in GWPR, the function for GWPR, the function for the local Hausman test, the function for the local F test for individual effects, the function for the local Lagrange Multiplier Breusch-Pagan test, and the function for panel Moran’s I test. The functions have been optimized, which require the less memory in the calculation.
GWPR.light
Package
0.1.0
2021-10-02
AGPL (>= 3)
yes
Chao Li <chaoli0394@gmail.com> [aut, cre] Shunsuke Managi <managi@doc.kyushu-u.ac.jp> [aut]
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