Network-Based Regularization for Generalized Linear Models

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Documentation for package ‘regnet’ version 0.2.0

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CV.ElasLogistic k-folds cross-validation for Elastic-Net logistic regression.
CV.McpLogistic k-folds cross-validation for MCP logistic regression.
CV.NetLogistic k-folds cross-validation for network-based logistic regression.
ElasLogistic Elastic-Net logistic regression for a given lambda.
McpLogistic MCP logistic regression for a given lambda.
NetLogistic Network-based logistic regression for given lambda1 and lambda2 pair.
regnet A simulated dataset for testing logistic regression.