Predictor-Assisted Graphical Models under Error-in-Variables


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Documentation for package ‘PAGE’ version 0.1.0

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Cond_Gaussian Estimation of network structure and variable selection in the linear model via the conditional likelihood function.
Joint_Gaussian Estimation of network structure and variable selection in the linear model via the Gaussian maximum likelihood.
NP_Graph Estimation of network structure and variable selection in the nonlinear model with measurement errors in responses and covariates.
PAGE_package Predictor-Assisted Graphical Models under Error-in-Variables