Introduction | Generation of simulated spatial population based on spatially varying regression model where the model parameters are generated based on both linear and non-linear functions of latitudes and longitudes | For the function SpPOP_linear1 | For the function SpPOP_linear2 | For the function SpPOP_linear3 | For the function SpPOP_linear4 | For the function SpPOP_linear5 | For the function SpPOP_nonlinear1 | For the function SpPOP_nonlinear2 | For the function SpPOP_nonlinear3 | For the function SpPOP_nonlinear4 | For the function SpPOP_nonlinear5
Package: SpPOP 0.1.0
Nobin Chandra Paul
SpPOP: Generation of Spatial Population under Different Levels of Relationships among Variables
The developed package can be used to generate a spatial population for different levels of relationships among the dependent and auxiliary variables along with spatially varying model parameters. A spatial layout is designed as a [0,k-1]x[0,k-1] square region on which observations are collected at (k x k) lattice points with a unit distance between any two neighbouring points along the horizontal and vertical axes. For method details see Chao, Liu., Chuanhua, Wei. and Yunan, Su. (2018).<doi:10.1080/10485252.2018.1499907>. The generated spatial population can be utilized in Geographically Weighted Regression model based analysis for studying the spatially varying relationships among the variables. Furthermore, various statistical analysis can be performed on this spatially generated data.
Authors:
SpPOP_0.1.0.tar.gz
SpPOP_0.1.0.tar.gz(r-4.7-any)SpPOP_0.1.0.tar.gz(r-4.6-any)
SpPOP_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
SpPOP/json (API)
| # Install 'SpPOP' in R: |
| install.packages('SpPOP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:7ea887eb15. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 117 | ||
| source / vignettes | OK | 154 | ||
| linux-release-x86_64 | OK | 111 | ||
| wasm-release | OK | 125 |
Exports:SpPOP_linear1SpPOP_linear2SpPOP_linear3SpPOP_linear4SpPOP_linear5SpPOP_nonlinear1SpPOP_nonlinear2SpPOP_nonlinear3SpPOP_nonlinear4SpPOP_nonlinear5
