Man pages for BSTFA
Bayesian Spatio-Temporal Factor Analysis Model
| 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... |
| 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... |
| plot_trace | Plot trace plots |
| predictBSTFA | Estimate/predict values of the time series at a specific... |
| utahDataList | Utah Minimum Temperatures |
