Nonparametric Modeling and Monitoring of Spatio-Temporal Data

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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