James-Thorson/spatial_factor_analysis: Package for implementing spatial factor analysis (SFA), a spatial analogue of conventional factor analysis

This package implements spatial factor analysis, which replaces factors with Gaussian random fields. SFA provides a parsimonious (rank-reduced) model for spatial variation of multiple measures, e.g., species densities.

Getting started

Package details

AuthorJames Thorson
MaintainerJames Thorson <James.Thorson@noaa.gov>
LicenseGPL-2
Version1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("James-Thorson/spatial_factor_analysis")
James-Thorson/spatial_factor_analysis documentation built on June 13, 2019, 12:41 p.m.