Imputes missing covariates
covImpute_IQRdataGENERAL.Rd
This function does imputation of missing covariates. The rules for imputation can be selected by the user in a relatively easy way (see documentation of input arguments below). If a filename is provided, a table is generated as text file giving information about the imputed covariates.
covImpute_IQRdataGENERAL( data, continuousCovs = NULL, categoricalCovs = NULL, filename = NULL )
Arguments
data | IQRdataGENERAL object |
---|---|
continuousCovs |
There are two options:
|
categoricalCovs | For categorical covariates always a named vector needs to be provided. The names of the elements need to define the name of the covariate columns and the value of the numerical imputation value. |
filename | Filename to which to export the information about possibly imputed covariates (as a table text file) |
Value
IQRdataGENERAL object with imputed missing covariate values
Details
Important assumption: If covariate is missing in first record for a subject, then it is missing for all records in a subject.
See also
Other IQRdataGeneral:
+.IQRdataGENERAL()
,
IQRcalcTAD()
,
IQRdataGENERAL()
,
IQRexpandADDLII()
,
IQRloadCSVdata()
,
IQRsaveCSVdata()
,
addIndivRegressors_IQRdataGENERAL()
,
addLabel_IQRdataGENERAL()
,
attributes0()
,
blloqInfo_IQRdataGENERAL()
,
blloq_IQRdataGENERAL()
,
check_IQRdataGENERAL()
,
clean_IQRdataGENERAL()
,
combine_IQRdataGENERAL()
,
convertCat2Text()
,
date2dateday_IQRdataProgramming()
,
date2datetime_IQRdataProgramming()
,
date2time_IQRdataProgramming()
,
exportDEFINE_IQRdataGENERAL()
,
exportDEFINEpdf_IQRdataGENERAL()
,
exportSYS_IQRdataGENERAL()
,
export_IQRdataGENERAL()
,
getLabels_dataframe()
,
getNAcolNLME_IQRdataGENERAL()
,
handleSameTimeObs_IQRdataGENERAL()
,
is_IQRdataGENERAL()
,
loadATRinfo_csvData()
,
loadAttributeFile()
,
load_IQRdataGENERAL()
,
mapCategoricalCovariate_IQRnlmeProject()
,
mapCategoricalCovariate_csvData()
,
mapContinuousCovariate_IQRnlmeProject()
,
mapContinuousCovariate_csvData()
,
mutateCov_IQRdataGENERAL()
,
obfuscate_IQRdataGENERAL()
,
plot.IQRdataGENERAL()
,
plotCorCat_IQRdataGENERAL()
,
plotCorCovCat_IQRdataGENERAL()
,
plotCorCov_IQRdataGENERAL()
,
plotCovDistribution_IQRdataGENERAL()
,
plotDoseSchedule_IQRdataGENERAL()
,
plotIndiv_IQRdataGENERAL()
,
plotRange_IQRdataGENERAL()
,
plotSampleSchedule_IQRdataGENERAL()
,
plotSpaghetti_IQRdataGENERAL()
,
print.IQRdataGENERAL()
,
removeCommata_dataframe()
,
rmAMT0_IQRdataGENERAL()
,
rmDosePostLastObs_IQRdataGENERAL()
,
rmIGNOREd_IQRdataGENERAL()
,
rmMissingTIMEobsRecords_IQRdataGENERAL()
,
rmNOobsSUB_IQRdataGENERAL()
,
rmNonTask_IQRdataGENERAL()
,
rmPLACEBO_IQRdataGENERAL()
,
rmSubjects_IQRdataGENERAL()
,
setIGNORErecords_IQRdataGENERAL()
,
setMissingDVobsRecordsIGNORE_IQRdataGENERAL()
,
subset.IQRdataGENERAL()
,
summary.IQRdataGENERAL()
,
summaryCat_IQRdataGENERAL()
,
summaryCov_IQRdataGENERAL()
,
summaryObservations_IQRdataGENERAL()
,
transformObs_IQRdataGENERAL()
,
unlabel_dataframe()
Other IQRdataGeneral:
+.IQRdataGENERAL()
,
IQRcalcTAD()
,
IQRdataGENERAL()
,
IQRexpandADDLII()
,
IQRloadCSVdata()
,
IQRsaveCSVdata()
,
addIndivRegressors_IQRdataGENERAL()
,
addLabel_IQRdataGENERAL()
,
attributes0()
,
blloqInfo_IQRdataGENERAL()
,
blloq_IQRdataGENERAL()
,
check_IQRdataGENERAL()
,
clean_IQRdataGENERAL()
,
combine_IQRdataGENERAL()
,
convertCat2Text()
,
date2dateday_IQRdataProgramming()
,
date2datetime_IQRdataProgramming()
,
date2time_IQRdataProgramming()
,
exportDEFINE_IQRdataGENERAL()
,
exportDEFINEpdf_IQRdataGENERAL()
,
exportSYS_IQRdataGENERAL()
,
export_IQRdataGENERAL()
,
getLabels_dataframe()
,
getNAcolNLME_IQRdataGENERAL()
,
handleSameTimeObs_IQRdataGENERAL()
,
is_IQRdataGENERAL()
,
loadATRinfo_csvData()
,
loadAttributeFile()
,
load_IQRdataGENERAL()
,
mapCategoricalCovariate_IQRnlmeProject()
,
mapCategoricalCovariate_csvData()
,
mapContinuousCovariate_IQRnlmeProject()
,
mapContinuousCovariate_csvData()
,
mutateCov_IQRdataGENERAL()
,
obfuscate_IQRdataGENERAL()
,
plot.IQRdataGENERAL()
,
plotCorCat_IQRdataGENERAL()
,
plotCorCovCat_IQRdataGENERAL()
,
plotCorCov_IQRdataGENERAL()
,
plotCovDistribution_IQRdataGENERAL()
,
plotDoseSchedule_IQRdataGENERAL()
,
plotIndiv_IQRdataGENERAL()
,
plotRange_IQRdataGENERAL()
,
plotSampleSchedule_IQRdataGENERAL()
,
plotSpaghetti_IQRdataGENERAL()
,
print.IQRdataGENERAL()
,
removeCommata_dataframe()
,
rmAMT0_IQRdataGENERAL()
,
rmDosePostLastObs_IQRdataGENERAL()
,
rmIGNOREd_IQRdataGENERAL()
,
rmMissingTIMEobsRecords_IQRdataGENERAL()
,
rmNOobsSUB_IQRdataGENERAL()
,
rmNonTask_IQRdataGENERAL()
,
rmPLACEBO_IQRdataGENERAL()
,
rmSubjects_IQRdataGENERAL()
,
setIGNORErecords_IQRdataGENERAL()
,
setMissingDVobsRecordsIGNORE_IQRdataGENERAL()
,
subset.IQRdataGENERAL()
,
summary.IQRdataGENERAL()
,
summaryCat_IQRdataGENERAL()
,
summaryCov_IQRdataGENERAL()
,
summaryObservations_IQRdataGENERAL()
,
transformObs_IQRdataGENERAL()
,
unlabel_dataframe()