predictEventProb
(Package: pec) :
Predicting event probabilities (cumulative incidences) in competing risk
Function to extract event probability predictions from various modeling approaches. The most prominent one is the combination of cause-specific Cox regression models which can be fitted with the function cumincCox from the package compRisk.
● Data Source:
CranContrib
● Keywords: survival
● Alias: predictEventProb, predictEventProb.CauseSpecificCox, predictEventProb.FGR, predictEventProb.prodlim, predictEventProb.rfsrc, predictEventProb.riskRegression
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plotPredictSurvProb
(Package: pec) :
Plotting predicted survival curves.
Ploting prediction survival curves for one prediction model using predictSurvProb .
● Data Source:
CranContrib
● Keywords: survival
● Alias: plotPredictSurvProb
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pecCtree
(Package: pec) :
S3-Wrapper for ctree.
The call is added to an ctree object
● Data Source:
CranContrib
● Keywords:
● Alias: pecCtree
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calPlot
(Package: pec) :
Calibration plots for right censored data
Calibration plots for risk prediction models in right censored survival and competing risks data
● Data Source:
CranContrib
● Keywords: survival
● Alias: calPlot
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reclass
(Package: pec) :
Retrospective risk reclassification table
Retrospective table of risks predicted by two different methods, models, algorithms
● Data Source:
CranContrib
● Keywords:
● Alias: reclass
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Function to extract predicted mean times from various modeling approaches.
● Data Source:
CranContrib
● Keywords: survival
● Alias: predictRestrictedMeanTime, predictRestrictedMeanTime.aalen, predictRestrictedMeanTime.cox.aalen, predictRestrictedMeanTime.coxph, predictRestrictedMeanTime.cph, predictRestrictedMeanTime.default, predictRestrictedMeanTime.matrix, predictRestrictedMeanTime.pecCtree, predictRestrictedMeanTime.pecRpart, predictRestrictedMeanTime.prodlim, predictRestrictedMeanTime.psm, predictRestrictedMeanTime.rfsrc, predictRestrictedMeanTime.riskRegression, predictRestrictedMeanTime.selectCox, predictRestrictedMeanTime.survfit
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wallyPlot
(Package: pec) :
Wally plots to assess calibration of a risk or survival prediction
Wally plots to assess calibration of a risk or survival prediction
● Data Source:
CranContrib
● Keywords:
● Alias: wallyPlot
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resolvesplitMethod
(Package: pec) :
Resolve the splitMethod for estimation of prediction performance
The function computes a matrix of random indices obtained by drawing from the row numbers of a data set either with or without replacement. The matrix can be used to repeatedly set up independent training and validation sets.
● Data Source:
CranContrib
● Keywords: prediction
● Alias: resolvesplitMethod
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plotPredictEventProb
(Package: pec) :
Plotting predicted survival curves.
Ploting time-dependent event risk predictions.
● Data Source:
CranContrib
● Keywords: survival
● Alias: plotPredictEventProb
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simCost
(Package: pec) :
Simulate COST alike data
Simulate data alike the data from the Copenhagen stroke study (COST)
● Data Source:
CranContrib
● Keywords:
● Alias: simCost
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providing 
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