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:Nobin Chandra Paul, Anil Rai, Ankur Biswas, Tauqueer Ahmad and Prachi Misra Sahoo

SpPOP_0.1.0.tar.gz
SpPOP_0.1.0.tar.gz(r-4.5-noble)SpPOP_0.1.0.tar.gz(r-4.4-noble)
SpPOP_0.1.0.tgz(r-4.4-emscripten)SpPOP_0.1.0.tgz(r-4.3-emscripten)
SpPOP.pdf |SpPOP.html✨
SpPOP/json (API)

# Install 'SpPOP' in R:
install.packages('SpPOP', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 2 scripts 573 downloads 10 exports 6 dependencies

Last updated 2 years agofrom:7ea887eb15. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 04 2024
R-4.5-linuxOKNov 04 2024

Exports:SpPOP_linear1SpPOP_linear2SpPOP_linear3SpPOP_linear4SpPOP_linear5SpPOP_nonlinear1SpPOP_nonlinear2SpPOP_nonlinear3SpPOP_nonlinear4SpPOP_nonlinear5

Dependencies:askpasscurlnumbersqpdfRcppsys

SpPOP: Package for Generation of Spatial Population under Different Levels of Relationships among Variables

Rendered fromSpPOP.Rmdusingknitr::rmarkdownon Nov 04 2024.

Last update: 2023-04-24
Started: 2023-04-24

Readme and manuals

Help Manual

Help pageTopics
Generation of spatial population along with spatially varying model parameters generated based on linear function of latitudes and longitudesSpPOP_linear1
Generation of spatial population includes multiple auxiliary variables along with spatially varying model parameters generated based on linear function of latitudes and longitudesSpPOP_linear2
Generation of spatial population along with spatially varying model parameters generated based on linear function of latitudes and longitudesSpPOP_linear3
Generation of spatial population along with spatially varying model parameters generated based on linear function of latitudes and longitudesSpPOP_linear4
Generation of spatial population along with spatially varying model parameters generated based on linear function of latitudes and longitudesSpPOP_linear5
Generation of spatial population along with spatially varying model parameters generated based on non-linear function of latitudes and longitudesSpPOP_nonlinear1
Generation of spatial population along with spatially varying model parameters generated based on non-linear function of latitudes and longitudesSpPOP_nonlinear2
Generation of spatial population includes multiple auxiliary variables along with spatially varying model parameters generated based on non-linear function of latitudes and longitudesSpPOP_nonlinear3
Generation of spatial population along with spatially varying model parameters generated based on non-linear function of latitudes and longitudesSpPOP_nonlinear4
Generation of spatial population along with spatially varying model parameters generated based on non-linear function of latitudes and longitudesSpPOP_nonlinear5