I want to compute trailing mean GPA by Name from the table below at each index. For example at index 9, I want to have the mean GPA for C from indices 3, 6, 9 and likewise for
Minimally reproducible example:
g <- data.frame(Name=rep(c("A","B","C"),3),
GPA=c(5,6,7,5,6,6,7,6,3))
For a cumulative average, I would just use cumsum()
and seq_along()
restricted to rows with the same Name.
for(i in unique(g$Name)){
gpa <- g$GPA[g$Name==i]
g$cum_avg[g$Name==i] <- cumsum(gpa)/seq_along(gpa)
}
g
Produces:
Name GPA cum_avg
1 A 5 5.000000
2 B 6 6.000000
3 C 7 7.000000
4 A 5 5.000000
5 B 6 6.000000
6 C 6 6.500000
7 A 7 5.666667
8 B 6 6.000000
9 C 3 5.333333