Multiple Imputation for Informative Censoring
Specify the columns of the data frame required by score imputation met...
Test Cox proportional hazards assumption
Extract a single risk score/gamma imputed data set/model fit
Perform gamma-Imputation for a given data set
GammaImputedData object
GammaImputedSet object
GammaStat object
GammaStatList object
S3 generic to fit model(s) to risk score/gamma Imputed objects
Perform methods of multiple imputation for time to event data
Create a valid ScoreTD object
Create a list of options which control the nearest neighbour algorithm...
Perform risk score multiple imputation method
ScoreImputedData object
ScoreImputedSet object
ScoreStat object
ScoreStatList
An object which contains the test statistic and estimators for a set o...
S3 generic to create a ScoreStatSet object
A ScoreTD object
Summary object of ScoreStatSet object
Multiple Imputation for Informative Censoring. This package implements two methods. Gamma Imputation described in <DOI:10.1002/sim.6274> and Risk Score Imputation described in <DOI:10.1002/sim.3480>.