Bayesian Spatial Functional Clustering

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Documentation for package ‘sfclust’ version 1.1.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

chapa	Spatio-temporal NDWI2 raster data from El Chaparrillo
data_all	Prepare data in long format
filter_df	Filter a long-format data frame to valid spatial cells
fitted.sfclust	Fitted Values for 'sfclust' Objects
genclust	Generate initial cluster assignments
genclust.default	Generate initial cluster assignments
genclust.Matrix	Generate initial cluster assignments
genclust.matrix	Generate initial cluster assignments
genclust.stars	Generate initial cluster assignments
log_mlik_all	Fit models and compute the log marginal likelihood for all clusters
plot.sfclust	Plot function for 'sfclust' objects
plot_clusters_fitted	Plot functional shapes of cluster linear predictors
plot_clusters_map	Plot a spatial map of cluster assignments
plot_clusters_series	Plot observed time series by cluster
plot_log_mlik	Plot log marginal likelihood convergence trace
print.sfclust	Print method for sfclust objects
sfclust	Bayesian spatial functional clustering
sfclust.data.frame	Bayesian spatial functional clustering
sfclust.default	Bayesian spatial functional clustering
sfclust.stars	Bayesian spatial functional clustering
stbinom	Spatio-temporal Binomial data
stgaus	Spatio-temporal Gaussian data
summary.sfclust	Summary method for sfclust objects
update.sfclust	Update MCMC Clustering Procedure