dat <- read.csv("dementia.csv") names(dat) drops <- c("X","PIDN","DCDate","SourceID","ScanNo","vbmID","MagnetStrength","ScannerID","ScanType","ROWNUM","InstrID","ScannerID_2","PIBPos","Sex","Educ","Race","DateofDeath","autopsy.","PIBDone.","drop") dat <- dat[ , !(names(dat) %in% drops)] dat <- dat[ ,c(length(names(dat)),6,1:5,7:((length(names(dat))-1)))] dat$Dementia <- ifelse(dat$Dementia,"Yes","No") write.csv(dat,file="dementia2.csv",row.names=FALSE)