# Dynamic ICAR Spatiotemporal Factor Models

## Documentation for package ‘DIFM’ version 1.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

DIFM-package | Dynamic ICAR Spatiotemporal Factor Models
buildH | Spatial dependence matrix of the factor loadings
DIFM | Dynamic ICAR Spatiotemporal Factor Models
difm.hyp.parm | Hyperparameters for DIFM
difm.model.attributes | Initialize model attributes for DIFM
DIFMcpp | Run Dynamic ICAR Factors Model (DIFM), with C++ codes
DIFMR | Run Dynamic ICAR Factors Model (DIFM)
marginal.d | Marginal predictive density
marginal_d_cpp | Marginal predictive density
permutation.order | Order of permutation by the largest absolute value in each eigenvector
permutation.scale | Permute the dataset by the largest absolute value in each eigenvector, and scale
plot_B.CI | Credible interval plot of factor loadings
plot_B.spatial | Spatial plots of factor loadings
plot_sigma2.CI | A credible interval plot of posterior of sigma squared
plot_tau.CI | Credible interval plot of factor loadings variance
plot_X.CI | Credible interval plot of common factors
Property | Property crime in United States
Violent | Violent crime data in United States
WestStates | Westen states in United States