In a dataset with multiple observations for each subject I want to take a subset with only the maximum data value for each record. For example, with a following dataset:
In base you can use ave to get max per group and compare this with pt and get a logical vector to subset the data.frame.
group[group$pt == ave(group$pt, group$Subject, FUN=max),]
# Subject pt Event
#3 1 5 2
#7 2 17 2
#9 3 5 2
Or compare it already in the function.
group[as.logical(ave(group$pt, group$Subject, FUN=function(x) x==max(x))),]
#group[ave(group$pt, group$Subject, FUN=function(x) x==max(x))==1,] #Variant
# Subject pt Event
#3 1 5 2
#7 2 17 2
#9 3 5 2