Validation of risk prediction models

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Documentation for package ‘ModelGood’ version 1.0.9

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AutoSelectLRM Automated backward elemination for logistic regression
Brier Comparing prediction models with Receiver operating characteristics and Brier scores
Brier.glm Comparing prediction models with Receiver operating characteristics and Brier scores
Brier.list Comparing prediction models with Receiver operating characteristics and Brier scores
Brier.lrm Comparing prediction models with Receiver operating characteristics and Brier scores
Brier.randomForest Comparing prediction models with Receiver operating characteristics and Brier scores
Brier.rpart Comparing prediction models with Receiver operating characteristics and Brier scores
calPlot2 Calibration plots for binary data
click.Roc Click on ROC curve
Ctree S3 wrapper function for party's ctree method
Diagnose Compute sensitivity, specificity and predictive values
ElasticNet Wrapper function for glmnet
NPV Compute sensitivity, specificity and predictive values
plot.Roc ROC curves for risk prediction models
PPV Compute sensitivity, specificity and predictive values
predictStatusProb Probability Predictions
predictStatusProb.default Probability Predictions
predictStatusProb.glm Probability Predictions
predictStatusProb.lrm Probability Predictions
predictStatusProb.numeric Probability Predictions
predictStatusProb.randomForest Probability Predictions
predictStatusProb.rfsrc Probability Predictions
predictStatusProb.rpart Probability Predictions
reclass Risk reclassification table
Roc Comparing prediction models with Receiver operating characteristics and Brier scores
Roc.glm Comparing prediction models with Receiver operating characteristics and Brier scores
Roc.list Comparing prediction models with Receiver operating characteristics and Brier scores
Roc.lrm Comparing prediction models with Receiver operating characteristics and Brier scores
Roc.randomForest Comparing prediction models with Receiver operating characteristics and Brier scores
Roc.rpart Comparing prediction models with Receiver operating characteristics and Brier scores
Sensitivity Compute sensitivity, specificity and predictive values
Specificity Compute sensitivity, specificity and predictive values