# Nonparametric Modeling and Monitoring of Spatio-Temporal Data

## Documentation for package ‘SpTe2M’ version 1.0.3

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

## Help Pages

SpTe2M-package | Nonparametric Modeling and Monitoring of Spatio-Temporal Data
cv_mspe | Cross-validation mean squared prediction error
ili_dat | Florida influenza-like illness data
mod_cv | Modifed cross-validation for bandwidth selection
pm25_dat | PM2.5 concentration data
sim_dat | A simulated spatio-temporal dataset
SpTe2M | Nonparametric Modeling and Monitoring of Spatio-Temporal Data
sptemnt_cusum | Online spatio-temporal process monitoring by a CUSUM chart
sptemnt_ewmac | Spatio-temporal process monitoring using covariate information
sptemnt_ewsl | Spatio-temporal process monitoring using exponentially weighted spatial LASSO
spte_covest | Estimate the spatio-temporal covariance function
spte_decor | Decorrelate the spatio-temporal data
spte_meanest | Estimate the spatio-temporal mean function
spte_semiparmreg | Fit the semiparametric spatio-temporal model