Nonparametric Modeling and Monitoring of Spatio-Temporal Data

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Documentation for package ‘SpTe2M’ version 1.0.1

• DESCRIPTION file.

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SpTe2M-package	Nonparametric Modeling and Monitoring of Spatio-Temporal Data
CV_MSPE	Cross-validation mean squared prediction error
ILI	Florida influenza-like illness data
Mod_CV	Modifed cross-validation for bandwidth selection
SimDat	A simulated spatio-temporal dataset
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