ModelGood: Validation of risk prediction models

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Bootstrap cross-validation for ROC, AUC and Brier score to assess and compare predictions of binary status responses.

Author
Thomas A. Gerds
Date of publication
2014-11-10 10:01:39
Maintainer
Thomas A. Gerds <tag@biostat.ku.dk>
License
GPL (>= 2)
Version
1.0.9

View on CRAN

Man pages

AutoSelectLRM
Automated backward elemination for logistic regression
calPlot2
Calibration plots for binary data
click.Roc
Click on ROC curve
Ctree
S3 wrapper function for party's ctree method
ElasticNet
Wrapper function for glmnet
plot.Roc
ROC curves for risk prediction models
predictStatusProb
Probability Predictions
reclass
Risk reclassification table
Roc
Comparing prediction models with Receiver operating...
Sensitivity
Compute sensitivity, specificity and predictive values

Files in this package

ModelGood
ModelGood/src
ModelGood/src/brier_score.c
ModelGood/NAMESPACE
ModelGood/R
ModelGood/R/calPlot2.R
ModelGood/R/print.confScore.R
ModelGood/R/MgCheck.R
ModelGood/R/TPR.R
ModelGood/R/summary.Brier.R
ModelGood/R/print.MgsplitMethods.R
ModelGood/R/Sensitivity.R
ModelGood/R/RocMethods.R
ModelGood/R/summary.confScore.R
ModelGood/R/predictStatusProb.ctree.R
ModelGood/R/predictStatusProb.R
ModelGood/R/MgFormule632.R
ModelGood/R/predictStatusProb.AutoSelectLRM.R
ModelGood/R/predictStatusProb.ElasticNet.R
ModelGood/R/print.Roc.R
ModelGood/R/MgsplitMethods.R
ModelGood/R/print.Brier.R
ModelGood/R/AucMethods.R
ModelGood/R/MgFormCi.R
ModelGood/R/predictClassProb.R
ModelGood/R/click.Roc.R
ModelGood/R/summary.Roc.R
ModelGood/R/reclass.R
ModelGood/R/summary.predictStatusProb.R
ModelGood/R/BrierMethods.R
ModelGood/R/plot.confScore.R
ModelGood/R/MgRefit.R
ModelGood/R/MgTalk.R
ModelGood/R/ConfScore.R
ModelGood/R/plot.Roc.R
ModelGood/MD5
ModelGood/DESCRIPTION
ModelGood/man
ModelGood/man/AutoSelectLRM.Rd
ModelGood/man/Roc.Rd
ModelGood/man/click.Roc.Rd
ModelGood/man/calPlot2.Rd
ModelGood/man/Sensitivity.Rd
ModelGood/man/plot.Roc.Rd
ModelGood/man/predictStatusProb.Rd
ModelGood/man/reclass.Rd
ModelGood/man/Ctree.Rd
ModelGood/man/ElasticNet.Rd