Multiple Imputation for Informative Censoring

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Documentation for package ‘InformativeCensoring’ version 0.3.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

InformativeCensoring-package	Perform methods of multiple imputation for time to event data
col.headings	Specify the columns of the data frame required by score imputation method
cox.zph	Test Cox proportional hazards assumption
ExtractSingle	Extract a single risk score/gamma imputed data set/model fit
ExtractSingle.GammaImputedSet	Extract a single risk score/gamma imputed data set/model fit
ExtractSingle.GammaStatList	Extract a single risk score/gamma imputed data set/model fit
ExtractSingle.ScoreImputedSet	Extract a single risk score/gamma imputed data set/model fit
ExtractSingle.ScoreStatList	Extract a single risk score/gamma imputed data set/model fit
gammaImpute	Perform gamma-Imputation for a given data set
GammaImputedData.object	'GammaImputedData' object
GammaImputedSet.object	'GammaImputedSet' object
GammaStat.object	'GammaStat' object
GammaStatList.object	'GammaStatList' object
ImputeStat	S3 generic to fit model(s) to risk score/gamma Imputed objects
ImputeStat.GammaImputedData	S3 generic to fit model(s) to risk score/gamma Imputed objects
ImputeStat.GammaImputedSet	S3 generic to fit model(s) to risk score/gamma Imputed objects
ImputeStat.ScoreImputedSet	S3 generic to fit model(s) to risk score/gamma Imputed objects
InformativeCensoring	Perform methods of multiple imputation for time to event data
MakeTimeDepScore	Create a valid 'ScoreTD' object
NN.options	Create a list of options which control the nearest neighbour algorithm for risk score imputation
ScoreImpute	Perform risk score multiple imputation method
ScoreImputedData.object	'ScoreImputedData' object
ScoreImputedSet.object	'ScoreImputedSet' object
ScoreInd	Simulated time to event data with 5 time independent covariates
ScoreStat.object	ScoreStat object
ScoreStatList.object	ScoreStatList
ScoreStatSet	S3 generic to create a 'ScoreStatSet' object
ScoreStatSet.object	An object which contains the test statistic and estimators for a set of model fits to imputed data using risk score imputation
ScoreTD.object	A 'ScoreTD' object
ScoreTimeDep	Simulated time dependent variables for time to event data
summary.ScoreStatSet	Summary object of 'ScoreStatSet' object
summary.ScoreStatSet.object	Summary object of 'ScoreStatSet' object