High-Dimensional Screening for Semiparametric Longitudinal Regression

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Documentation for package ‘VariableScreening’ version 0.2.1

• DESCRIPTION file.

Help Pages

screenIID	Feature Selection for Ultrahigh-Dimensional Datasets with Independent Subjects,
screenLD	Perform high-dimensional screening for semiparametric longitudinal regression
screenVCM	Perform screening for ultrahigh-dimensional varying coefficient model
simulateDCSIS	Simulate a dataset for demonstrating the performance of screenIID with the DC-SIS method
simulateLD	Simulate a dataset for testing the performance of screenlong
simulateMVSIS	Simulate a dataset for demonstrating the performance of screenIID with the MV-SIS option with categorical outcome variable
simulateMVSISNY	Simulate a dataset for demonstrating the performance of screenIID with the MV-SIS method with numeric outcome Y
simulateSIRS	Simulate a dataset for demonstrating the performance of screenIID with the SIRS method
simulateVCM	Simulate a dataset for testing the performance of screenVCM