# Bayesian Spatio-Temporal Factor Analysis Model

## Documentation for package ‘BSTFA’ version 0.1.0

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

## Help Pages

bisquare1d | Bisquare bases for 1-dimensional space
bisquare2d | Bisquare bases for 2-dimensional space
BSTFA | Reduced BSTFA function
BSTFAfull | Full BSTFA function
computeLogLik | Compute log-likelihood
compute_summary | Print computation summary
convergence_diag | Check effective sample size and geweke diagnostic
defineRegion | Define the initial region of interest.
makeNewS | Create a matrix of bisquare bases for a set of locations.
makePredS | Create a matrix of bisquare bases for new locations.
map_spatial_param | Plot a map of interpolated spatially-dependent parameter values.
out.sm | Output of BSTFA evaluated on a subset of utahDataList
plot_annual | Plot annual/seasonal behavior at a specific location.
plot_factor | Plot the temporally-dependent factors.
plot_fourier_bases | Visualize fourier bases.
plot_location | Plot a location's time series of estimated/predicted values.
plot_spatial_param | Plot the spatially-dependent parameter for in-sample locations.
plot_trace | Plot trace plots
predictBSTFA | Estimate/predict values of the time series at a specific location.
utahDataList | Utah Minimum Temperatures