| imputationList {mitools} | R Documentation |
Create and update imputationList objects to be used as input to other
MI routines.
imputationList(datasets) ## S3 method for class 'imputationList': update(object,...) ## S3 method for class 'imputationList': rbind(...) ## S3 method for class 'imputationList': cbind(...)
datasets |
a list of data frames corresponding to the multiple imputations |
object |
An object of class imputationList |
... |
Arguments tag=expr to update
will create new variables tag by evaluating expr
in each imputed dataset |
An object of class imputationList
data.dir<-system.file("dta",package="mitools")
files.men<-list.files(data.dir,pattern="m.\.dta$",full=TRUE)
men<-imputationList(lapply(files.men, foreign::read.dta))
files.women<-list.files(data.dir,pattern="f.\.dta$",full=TRUE)
women<-imputationList(lapply(files.women, foreign::read.dta))
men<-update(men, sex=1)
women<-update(women,sex=0)
all<-rbind(men,women)
all<-update(all, drinkreg=as.numeric(drkfre)>2)
all