Bayesian Spatio-Temporal Factor Analysis Model

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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