GWPR.light-package: A Package for Geographically Weighted Panel Regression (light...

In GWPR.light: Geographically Weighted Panel Regression

A Package for Geographically Weighted Panel Regression (light version)

Description

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.

Details

Package:

GWPR.light

Type:

Package

Version:

0.1.0

Date:

2021-10-02

License:

AGPL (>= 3)

LazyLoad:

yes

Author(s)

Chao Li <[e-mail]> [aut, cre] Shunsuke Managi <[e-mail]> [aut]

GWPR.light documentation built on June 21, 2022, 5:05 p.m.