I would like to return values with matching conditions in another column based on a cut score criterion. If the cut scores are not available in the variable, I would like to grab closest larger value. Here is a snapshot of dataset:
ids <- c(1,2,3,4,5,6,7,8,9,10)
scores.a <- c(512,531,541,555,562,565,570,572,573,588)
scores.b <- c(12,13,14,15,16,17,18,19,20,21)
data <- data.frame(ids, scores.a, scores.b)
> data
ids scores.a scores.b
1 1 512 12
2 2 531 13
3 3 541 14
4 4 555 15
5 5 562 16
6 6 565 17
7 7 570 18
8 8 572 19
9 9 573 20
10 10 588 21
cuts <- c(531, 560, 571)
I would like to grab score.b
value corresponding to the first cut score, which is 13
. Then, grab score.b value corresponding to the second cut (560
) score but it is not in the score.a, so I would like to get the score.a value 562
(closest to 560
), and the corresponding value would be 16
. Lastly, for the third cut score (571
), I would like to get 19 which is the corresponding value of the closest value (572
) to the third cut score.
Here is what I would like to get.
scores.b
cut.1 13
cut.2 16
cut.3 19
Any thoughts? Thanks