R -
I've got a DV with 2 IVs one of which has 5 levels. I tried using the
"pequod" package; however found that it is not able to graph/simple slope a
moderator with multiple levels. Is there a package available to do this?
(data below)
dat$gpa <- as.factor(dat$gpa)
mod1 <- lmres(item25 ~ psd * gpa, centered = c("psd", "gpa"), data = dat)
sSlopes <- simpleSlope(mod1, pred = "psd", mod1 = "gpa")
PlotSlope(sSlopes, namey = "Affirmative Action", namex = "Political
Conservatism")
structure(list(item25 = c(3L, 2L, 2L, 4L, 2L, 1L, 2L, 3L, 3L,
2L, 5L, 2L, 2L, 0L, 2L, 5L, 5L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L,
2L, 2L, 2L, 4L, 3L, 3L, 2L, 2L, 3L, 3L, 2L, 2L, 4L, 1L, 2L, 0L,
1L, 3L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 3L, 3L, 2L, 2L, 2L,
2L, 1L, 3L, 2L, 3L, 2L, 3L, 1L, 3L, 1L, 2L, 3L, 2L, 1L, 5L, 2L,
3L, 2L, 0L, 5L, 1L, 1L, 3L, 3L, 1L, 1L, 2L, 0L, 2L, 4L, 5L, 2L,
1L, 4L, 4L, 1L, 3L, 2L, 2L, 3L, 2L, 4L, 3L, 3L, 3L, 1L, 3L, 1L,
3L, 2L, 3L, 2L, 3L, 3L, 2L, 1L, 5L, 3L, 2L, 2L, 3L, 1L, 2L, 3L,
3L, 1L, 2L, 3L, 1L, 1L, 3L, 2L, 1L, 3L, 0L, 2L, 2L, 1L, 3L, 2L,
3L, 2L, 3L, 3L, 1L, 3L, 1L, 2L, 3L, 3L, 3L, 2L, 3L, 3L, 2L, 3L,
3L, 3L, 2L, 2L, 2L, 3L, 3L, 3L, 1L, 1L, 4L, 1L, 1L, 2L, 1L, 4L,
3L, 1L, 2L, 4L, 3L, 1L, 1L, 2L, 3L, 1L, 1L, 2L, 1L, 3L, 2L, 2L,
1L, 4L, 1L, 2L, 3L, 3L, 3L, 3L, 2L, 3L, 1L, 2L, 3L, 1L, 2L, 2L,
3L, 3L, 2L, 2L, 2L, 3L, 1L, 2L, 1L, 2L, 2L, 3L, 2L, 4L, 2L, 3L,
2L, 3L, 4L, 3L, 2L, 2L, 1L, 3L, 2L, 3L, 2L, 3L, 4L, 1L, 4L, 3L,
1L, 1L, 2L, 2L, 1L, 2L, 1L, 3L, 3L, 5L, 3L, 1L, 2L, 2L, 4L, 1L,
3L, 3L, 1L, 3L, 2L, 1L, 1L, 1L, 3L, 1L, 1L, 1L, 3L, 2L, 2L, 3L,
2L, 1L, 2L, 2L, 3L, 1L, 2L, 1L, 0L, 2L, 2L, 3L, 3L, 3L, 1L, 4L,
2L, 2L, 3L, 1L, 3L, 2L, 2L, 3L, 2L, 2L, 3L, 3L, 1L, 1L, 1L, 2L,
0L, 1L, 3L, 2L, 3L, 2L, 2L, 2L, 3L, 1L, 2L, 3L, 1L, 3L, 3L, 1L,
2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 5L, 3L, 2L, 1L,
0L, 1L, 3L, 2L, 2L, 2L, 3L, 2L, 3L, 4L, 2L, 4L, 2L, 3L, 2L, 1L,
2L, 3L, 1L, 2L, 2L, 2L, 3L, 3L, 2L, 5L, 4L, 4L, 3L, 2L, 3L, 3L,
1L, 1L, 1L, 1L, 3L, 2L, 1L, 2L, 3L, 2L, 2L, 3L, 2L, 2L, 4L, 0L,
2L, 3L, 3L, 3L, 3L, 2L, 2L, 3L, 1L, 3L, 1L, 2L, 1L, 3L, 3L, 3L,
2L, 2L, 5L, 3L, 4L, 3L, 3L, 1L, 2L, 1L, 2L, 2L, 3L, 2L, 1L, 2L,
2L, 2L, 2L, 3L, 2L, 1L, 2L, 1L, 2L, 2L, 4L, 3L, 2L, 4L, 3L, 1L,
1L, 3L, 2L, 1L, 2L, 4L, 2L, 2L, 5L, 3L, 2L, 4L, 5L, 2L, 3L, 4L,
1L, 1L, 1L, 3L, 3L, 2L, 3L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
3L, 4L, 3L, 3L, 2L, 2L, 3L, 2L, 1L, 1L, 2L, 2L, 3L, 3L, 3L, 4L,
1L, 1L, 3L, 5L, 0L, 0L, 2L, 2L, 4L, 2L, 2L, 1L, 3L, 2L, 1L, 2L,
1L, 1L, 2L, 2L, 2L, 1L, 4L, 1L, 3L, 4L, 4L, 3L, 4L, 1L, 1L, 2L,
3L, 3L, 5L, 2L, 1L, 2L, 2L, 3L, 3L, 1L, 2L, 2L, 1L, 3L, 4L, 3L,
1L, 4L, 3L, 2L, 3L, 2L, 5L, 4L, 2L, 4L, 3L, 3L, 2L, 1L, 3L, 2L,
2L, 3L, 1L, 1L, 2L, 1L, 2L, 3L, 4L, 1L, 1L, 2L, 2L, 2L, 2L, 2L,
3L, 2L, 1L, 3L, 5L, 2L, 3L, 5L, 2L, 4L, 2L, 2L, 4L, 2L, 2L, 2L,
3L, 3L, 3L, 3L, 2L, 5L, 2L, 3L, 2L, 0L, 1L, 0L, 2L, 3L, 4L, 2L,
2L, 3L, 3L, 2L, 3L, 2L, 2L, 3L, 3L, 2L, 2L, 3L, 1L, 2L, 3L, 1L,
2L, 1L, 3L, 3L, 2L, 4L, 3L, 1L, 2L, 2L, 3L, 2L, 3L, 5L, 3L, 1L,
2L, 2L, 3L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 3L, 3L, 3L, 1L, 3L, 2L,
3L, 1L, 3L, 2L, 4L, 2L, 3L, 2L, 3L, 1L, 1L, 2L, 2L, 2L, 0L, 3L,
3L, 1L, 1L, 2L, 1L, 4L, 2L, 2L, 1L, 4L, 5L, 5L, 1L, 3L, 3L, 1L,
2L, 4L, 2L, 4L, 3L, 4L, 2L, 2L, 3L, 1L, 2L, 3L, 1L, 3L, 2L, 3L,
2L, 1L, 2L, 2L, 2L, 2L, 3L, 1L, 2L, 4L, 3L, 4L, 3L, 2L, 3L, 3L,
3L, 3L, 3L, 2L, 2L, 3L, 4L, 4L, 2L, 2L, 2L, 5L, 3L, 3L, 5L, 2L,
3L, 2L, 1L, 1L, 4L, 2L, 2L, 2L, 1L, 4L, 0L, 2L, 3L, 1L, 3L, 3L,
2L, 3L, 2L, 3L, 1L, 2L, 1L, 4L, 2L, 2L, 4L, 3L, 3L, 2L, 3L, 3L,
2L, 4L, 3L, 2L, 2L, 3L, 1L, 2L, 2L, 2L, 2L, 4L, 4L, 3L, 2L, 3L,
5L, 3L, 1L, 2L, 2L, 3L, 3L, 1L, 2L, 3L, 3L, 3L, 1L, 1L, 1L, 2L,
2L, 3L, 1L, 1L, 3L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 3L, 3L,
1L, 3L, 2L, 1L, 1L, 2L, 3L, 2L, 2L, 1L, 4L, 2L, 3L, 2L, 2L, 0L,
2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 3L, 4L, 2L, 2L, 1L, 3L,
3L, 4L, 3L, 3L, 2L, 2L, 2L, 1L, 1L, 5L, 3L, 4L, 2L, 2L, 2L, 2L,
3L, 3L, 2L, 3L, 3L, 3L, 4L, 2L, 3L, 2L, 3L, 1L, 3L, 2L, 2L, 2L,
2L, 2L, 2L, 1L, 1L, 5L, 2L, 2L, 3L, 1L, 3L, 3L, 1L, 2L, 1L, 4L,
2L, 2L, 2L, 3L, 4L, 2L, 0L, 2L, 3L, 2L, 3L, 3L, 3L, 3L, 2L, 2L,
3L, 2L, 1L, 3L, 3L, 2L, 3L, 2L, 3L, 1L, 2L, 1L, 2L, 1L, 2L, 1L,
2L, 3L, 3L, 2L, 2L, 3L, 1L, 3L, 4L, 3L, 2L, 2L, 2L, 1L, 4L, 2L,
3L, 3L, 2L, 2L, 4L, 3L, 4L, 2L, 2L, 1L, 3L, 2L, 2L, 0L, 2L, 2L,
4L, 1L, 3L, 1L, 2L, 2L, 1L, 2L, 3L, 2L, 1L, 1L, 2L, 2L, 2L, 1L,
3L, 1L, 2L, 2L, 2L, 2L, 5L, 0L, 3L, 5L, 2L, 2L, 0L, 2L, 4L, 2L,
0L, 1L, 2L, 2L, 1L, 2L, 3L, 3L, 2L, 4L, 2L, 2L, 3L, 2L, 3L, 4L,
3L, 2L, 2L, 3L, 4L, 2L, 1L, 3L, 3L, 2L, 2L, 3L, 5L, 1L, 2L, 2L,
2L, 1L, 1L, 2L, 3L, 3L, 2L, 2L, 2L, 3L, 1L, 2L, 1L, 2L, 1L, 5L,
3L, 5L, 2L, 1L, 2L, 1L, 1L, 0L, 0L, 2L, 1L, 2L, 2L, 2L, 1L, 3L,
1L, 1L, 2L, 1L, 2L, 1L, 2L, 3L, 2L, 3L, 1L, 1L, 1L, 1L, 3L, 2L,
2L, 2L, 4L, 2L, 3L, 1L, 2L, 2L, 1L, 1L, 4L, 2L, 3L, 2L, 2L, 2L,
1L, 1L, 1L, 2L, 1L, 5L, 4L, 2L, 2L, 3L, 3L, 1L, 1L, 2L, 1L, 1L,
3L, 2L, 2L, 3L, 1L, 2L, 3L, 4L, 2L, 1L, 5L, 3L, 4L, 1L, 2L, 3L,
3L, 2L, 4L, 1L, 3L, 3L, 3L, 4L, 3L, 3L, 3L, 3L, 4L, 1L, 4L, 2L,
3L, 1L, 1L, 2L, 1L, 3L, 3L, 2L, 1L, 2L, 1L, 2L, 3L, 2L, 3L, 2L,
2L, 1L, 2L, 2L, 1L, 0L, 3L, 1L, 4L, 2L, 2L, 1L, 2L, 2L, 3L, 2L,
2L, 4L, 3L, 3L, 2L, 3L, 2L, 2L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 1L,
2L, 1L, 2L, 3L, 2L, 3L, 1L, 1L, 1L, 2L, 3L, 2L, 0L, 3L, 3L, 2L,
3L, 2L, 3L, 3L, 1L, 3L, 3L, 3L, 4L, 2L, 2L, 1L, 2L, 4L, 4L, 1L,
4L, 3L, 2L, 1L, 1L, 2L, 2L, 3L, 5L, 2L, 2L, 1L, 1L, 1L, 2L, 3L,
2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 0L, 2L, 2L, 1L, 3L, 3L, 3L, 2L,
3L, 2L, 2L, 2L, 3L, 3L, 2L, 3L, 2L, 2L, 1L, 3L, 3L, 2L, 0L, 1L,
1L, 2L, 0L, 1L, 2L, 2L, 1L, 3L, 2L, 3L, 3L, 1L, 3L, 2L, 2L, 2L,
1L, 3L, 2L, 3L, 3L, 3L, 5L, 2L, 3L, 4L, 4L, 2L, 4L, 2L, 2L, 5L,
1L, 4L, 2L, 3L, 2L, 2L, 2L, 2L, 3L, 3L, 2L, 1L, 2L, 2L, 1L, 1L,
5L, 1L, 1L, 3L, 2L, 2L, 1L, 1L, 4L, 2L, 3L, 3L, 4L, 1L, 1L, 2L,
5L, 1L, 2L, 2L, 2L, 2L, 3L, 1L, 3L, 1L, 2L, 5L, 3L, 3L, 2L, 2L,
3L, 1L, 3L, 2L, 3L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 3L,
3L, 3L, 1L, 1L, 3L, 3L, 1L, 2L, 2L, 2L, 3L, 2L, 2L, 3L, 1L, 2L,
1L, 3L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 3L, 1L, 3L, 1L,
1L, 3L, 3L, 0L, 2L, 2L, 2L, 3L, 1L, 3L, 1L, 1L, 1L, 2L, 1L, 1L,
4L, 2L, 2L, 2L, 3L, 1L, 2L, 1L, 2L, 3L, 2L, 3L, 1L, 1L, 1L, 3L,
2L, 1L, 1L, 1L, 3L, 3L, 4L, 3L, 2L, 2L, 2L, 2L, 3L, 3L, 2L, 5L,
3L, 0L, 3L, 2L, 2L, 3L, 2L, 1L, 1L, 1L, 3L), psd = c(4L, 2L,
4L, 2L, 2L, 3L, 5L, 4L, 3L, 3L, 5L, 4L, 5L, 4L, 2L, 4L, 4L, 2L,
3L, 3L, 3L, 1L, 3L, 4L, 3L, 4L, 3L, 0L, 4L, 4L, 4L, 4L, 4L, 1L,
3L, 4L, 4L, 3L, 2L, 2L, 2L, 4L, 2L, 3L, 4L, 0L, 2L, 3L, 5L, 4L,
4L, 3L, 4L, 4L, 2L, 4L, 4L, 3L, 2L, 4L, 4L, 3L, 3L, 5L, 2L, 3L,
4L, 3L, 4L, 3L, 3L, 1L, 2L, 2L, 2L, 0L, 3L, 1L, 2L, 3L, 3L, 3L,
0L, 2L, 4L, 3L, 3L, 1L, 3L, 4L, 4L, 4L, 3L, 3L, 4L, 4L, 4L, 1L,
4L, 3L, 2L, 3L, 1L, 5L, 1L, 4L, 4L, 3L, 2L, 4L, 3L, 3L, 3L, 2L,
4L, 2L, 4L, 3L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 2L, 3L, 3L, 2L, 3L,
3L, 3L, 2L, 3L, 3L, 4L, 4L, 3L, 2L, 3L, 3L, 2L, 3L, 2L, 4L, 4L,
0L, 3L, 4L, 3L, 2L, 3L, 2L, 3L, 4L, 3L, 3L, 4L, 2L, 3L, 3L, 1L,
0L, 4L, 4L, 2L, 3L, 4L, 4L, 4L, 2L, 3L, 3L, 3L, 2L, 1L, 3L, 4L,
4L, 4L, 4L, 4L, 2L, 3L, 2L, 4L, 4L, 2L, 3L, 3L, 4L, 3L, 3L, 2L,
3L, 3L, 3L, 0L, 2L, 4L, 2L, 4L, 4L, 4L, 3L, 4L, 3L, 3L, 4L, 2L,
4L, 3L, 4L, 0L, 4L, 4L, 4L, 4L, 3L, 4L, 4L, 4L, 4L, 4L, 3L, 4L,
5L, 4L, 3L, 4L, 3L, 2L, 3L, 4L, 4L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
4L, 4L, 3L, 4L, 3L, 4L, 4L, 4L, 3L, 3L, 2L, 3L, 4L, 3L, 1L, 4L,
3L, 1L, 4L, 3L, 0L, 1L, 5L, 3L, 1L, 3L, 4L, 4L, 5L, 4L, 2L, 2L,
2L, 3L, 3L, 4L, 5L, 4L, 3L, 3L, 4L, 3L, 5L, 4L, 3L, 2L, 4L, 1L,
4L, 3L, 2L, 3L, 3L, 3L, 0L, 4L, 1L, 3L, 3L, 3L, 4L, 4L, 2L, 4L,
3L, 4L, 4L, 4L, 2L, 2L, 2L, 3L, 3L, 2L, 3L, 2L, 4L, 3L, 5L, 2L,
4L, 4L, 2L, 5L, 2L, 3L, 4L, 2L, 4L, 3L, 5L, 4L, 2L, 3L, 3L, 3L,
3L, 3L, 3L, 2L, 2L, 4L, 4L, 1L, 5L, 3L, 4L, 4L, 1L, 4L, 3L, 3L,
4L, 4L, 2L, 3L, 2L, 0L, 4L, 2L, 1L, 3L, 4L, 4L, 3L, 3L, 3L, 2L,
4L, 4L, 5L, 3L, 2L, 4L, 4L, 3L, 4L, 3L, 3L, 0L, 2L, 3L, 2L, 0L,
4L, 3L, 3L, 2L, 3L, 2L, 3L, 4L, 2L, 5L, 4L, 3L, 4L, 3L, 1L, 3L,
4L, 5L, 3L, 4L, 3L, 4L, 2L, 3L, 2L, 4L, 3L, 0L, 3L, 4L, 4L, 1L,
2L, 3L, 3L, 3L, 3L, 4L, 3L, 2L, 2L, 3L, 4L, 2L, 3L, 2L, 4L, 2L,
4L, 1L, 4L, 5L, 3L, 4L, 3L, 0L, 3L, 4L, 3L, 2L, 4L, 3L, 3L, 1L,
4L, 2L, 2L, 4L, 3L, 2L, 3L, 4L, 5L, 2L, 4L, 2L, 2L, 2L, 2L, 3L,
3L, 3L, 3L, 3L, 3L, 3L, 1L, 2L, 4L, 3L, 4L, 2L, 4L, 2L, 3L, 4L,
2L, 3L, 2L, 3L, 4L, 3L, 2L, 1L, 2L, 3L, 4L, 3L, 2L, 4L, 1L, 1L,
4L, 4L, 2L, 3L, 2L, 3L, 2L, 2L, 4L, 2L, 4L, 3L, 2L, 4L, 3L, 4L,
4L, 2L, 3L, 2L, 4L, 2L, 1L, 3L, 1L, 2L, 2L, 4L, 3L, 2L, 4L, 2L,
3L, 4L, 3L, 3L, 5L, 4L, 2L, 4L, 1L, 3L, 2L, 3L, 2L, 2L, 2L, 3L,
4L, 2L, 0L, 2L, 1L, 2L, 2L, 3L, 3L, 4L, 4L, 4L, 3L, 3L, 3L, 1L,
4L, 3L, 1L, 3L, 2L, 1L, 3L, 2L, 3L, 1L, 2L, 1L, 3L, 4L, 4L, 3L,
1L, 3L, 4L, 2L, 3L, 4L, 5L, 4L, 3L, 3L, 3L, 3L, 4L, 4L, 4L, 4L,
2L, 3L, 3L, 2L, 3L, 3L, 1L, 2L, 3L, 3L, 3L, 2L, 4L, 0L, 3L, 3L,
2L, 5L, 3L, 4L, 5L, 4L, 1L, 2L, 3L, 4L, 2L, 2L, 5L, 3L, 4L, 3L,
2L, 4L, 3L, 3L, 3L, 4L, 3L, 4L, 1L, 2L, 4L, 3L, 3L, 3L, 3L, 4L,
2L, 2L, 3L, 4L, 1L, 3L, 5L, 3L, 2L, 3L, 2L, 4L, 4L, 3L, 3L, 3L,
4L, 1L, 4L, 2L, 3L, 4L, 4L, 2L, 4L, 3L, 4L, 2L, 4L, 3L, 3L, 3L,
2L, 3L, 3L, 3L, 3L, 2L, 3L, 4L, 2L, 2L, 2L, 4L, 3L, 2L, 2L, 2L,
5L, 4L, 4L, 4L, 5L, 3L, 4L, 2L, 4L, 3L, 0L, 4L, 4L, 5L, 4L, 4L,
4L, 4L, 5L, 2L, 4L, 3L, 2L, 4L, 3L, 2L, 1L, 4L, 0L, 4L, 3L, 5L,
4L, 4L, 1L, 3L, 1L, 2L, 2L, 2L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 4L,
2L, 3L, 3L, 3L, 4L, 1L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 4L, 2L,
4L, 1L, 1L, 1L, 2L, 3L, 0L, 4L, 5L, 1L, 3L, 3L, 2L, 3L, 2L, 2L,
4L, 2L, 2L, 4L, 2L, 1L, 3L, 3L, 2L, 3L, 1L, 3L, 2L, 0L, 3L, 1L,
2L, 2L, 3L, 2L, 3L, 2L, 3L, 1L, 4L, 3L, 1L, 1L, 2L, 5L, 1L, 3L,
3L, 3L, 2L, 1L, 2L, 0L, 4L, 5L, 2L, 3L, 2L, 3L, 4L, 1L, 4L, 3L,
2L, 4L, 0L, 1L, 4L, 2L, 4L, 4L, 3L, 3L, 4L, 1L, 3L, 3L, 2L, 2L,
4L, 4L, 4L, 4L, 2L, 4L, 4L, 4L, 3L, 4L, 3L, 5L, 2L, 2L, 2L, 3L,
2L, 3L, 4L, 3L, 3L, 4L, 3L, 4L, 3L, 3L, 1L, 3L, 4L, 4L, 1L, 3L,
2L, 2L, 4L, 4L, 4L, 0L, 4L, 2L, 2L, 3L, 3L, 4L, 3L, 5L, 2L, 3L,
2L, 4L, 2L, 4L, 4L, 1L, 4L, 4L, 0L, 4L, 3L, 4L, 3L, 4L, 2L, 3L,
4L, 3L, 3L, 3L, 5L, 3L, 0L, 2L, 4L, 2L, 3L, 4L, 2L, 4L, 3L, 3L,
3L, 3L, 3L, 2L, 3L, 4L, 3L, 4L, 4L, 3L, 4L, 4L, 4L, 4L, 5L, 2L,
3L, 3L, 3L, 2L, 3L, 3L, 3L, 3L, 2L, 3L, 4L, 4L, 3L, 3L, 3L, 4L,
2L, 3L, 0L, 3L, 4L, 4L, 1L, 2L, 1L, 2L, 2L, 2L, 3L, 5L, 3L, 4L,
1L, 0L, 4L, 3L, 3L, 4L, 3L, 3L, 2L, 3L, 3L, 2L, 1L, 2L, 2L, 3L,
4L, 3L, 4L, 4L, 3L, 3L, 4L, 2L, 2L, 3L, 3L, 3L, 3L, 4L, 3L, 4L,
2L, 3L, 3L, 5L, 3L, 2L, 4L, 3L, 4L, 1L, 2L, 3L, 2L, 2L, 4L, 4L,
3L, 4L, 4L, 3L, 3L, 4L, 4L, 2L, 4L, 3L, 4L, 3L, 4L, 3L, 4L, 3L,
4L, 1L, 2L, 3L, 4L, 2L, 3L, 3L, 3L, 3L, 1L, 4L, 5L, 4L, 2L, 3L,
3L, 2L, 2L, 1L, 2L, 4L, 3L, 4L, 4L, 4L, 3L, 2L, 1L, 1L, 2L, 2L,
2L, 3L, 1L, 2L, 4L, 4L, 4L, 4L, 1L, 2L, 2L, 2L, 4L, 0L, 3L, 3L,
4L, 4L, 2L, 3L, 0L, 3L, 3L, 2L, 4L, 2L, 2L, 4L, 3L, 2L, 3L, 3L,
1L, 4L, 3L, 2L, 4L, 2L, 4L, 3L, 3L, 4L, 3L, 4L, 3L, 4L, 5L, 3L,
4L, 0L, 3L, 4L, 2L, 3L, 3L, 3L, 1L, 1L, 2L, 2L, 3L, 2L, 1L, 1L,
2L, 3L, 4L, 4L, 2L, 3L, 3L, 4L, 2L, 4L, 1L, 2L, 4L, 2L, 2L, 3L,
4L, 3L, 1L, 2L, 2L, 3L, 4L, 3L, 4L, 4L, 4L, 2L, 3L, 4L, 2L, 2L,
3L, 3L, 3L, 4L, 3L, 1L, 0L, 3L, 2L, 2L, 3L, 3L, 4L, 3L, 4L, 1L,
2L, 4L, 0L, 3L, 3L, 3L, 2L, 3L, 2L, 2L, 2L, 3L, 0L, 4L, 2L, 3L,
2L, 4L, 2L, 4L, 3L, 3L, 1L, 4L, 2L, 3L, 2L, 3L, 2L, 4L, 2L, 4L,
4L, 2L, 1L, 2L, 2L, 4L, 3L, 2L, 3L, 3L, 2L, 3L, 4L, 4L, 3L, 2L,
3L, 3L, 2L, 4L, 3L, 3L, 2L, 3L, 4L, 4L, 2L, 3L, 3L, 3L, 4L, 2L,
2L, 1L, 4L, 2L, 3L, 2L, 2L, 3L, 2L, 0L, 3L, 2L, 2L, 2L, 2L, 3L,
4L, 4L, 2L, 3L, 3L, 2L, 3L, 2L, 4L, 3L, 4L, 1L, 4L, 2L, 1L, 1L,
2L, 4L, 4L, 3L, 2L, 3L, 4L, 2L, 2L, 2L, 3L, 4L, 2L, 2L, 1L, 2L,
1L, 4L, 2L, 2L, 4L, 4L, 3L, 5L, 2L, 4L, 4L, 2L, 2L, 3L, 3L, 3L,
4L, 3L, 1L, 4L, 2L, 2L, 4L, 1L, 1L, 4L, 0L, 2L, 2L, 1L, 2L, 0L,
1L, 2L, 4L, 2L, 3L, 2L, 3L, 5L, 4L, 4L, 2L, 3L, 2L, 1L, 2L, 4L,
1L, 4L, 3L, 1L, 2L, 5L, 4L, 0L, 4L, 2L, 3L, 1L, 4L, 0L, 3L, 2L,
4L, 2L, 2L, 3L, 4L, 4L, 2L, 0L, 2L, 2L, 2L, 2L, 3L, 2L, 2L, 3L,
4L, 3L, 3L, 3L, 3L, 4L, 4L, 0L, 3L, 2L, 2L, 2L, 2L, 4L, 2L, 2L,
4L, 3L, 1L, 2L, 1L, 2L, 1L, 4L, 4L, 4L, 4L, 4L, 2L, 2L, 3L, 5L,
3L, 3L, 4L, 3L, 4L, 1L, 3L, 3L, 4L, 2L, 4L, 4L, 2L, 4L, 2L, 4L,
2L, 3L, 3L, 3L, 3L, 4L, 5L, 3L, 3L, 3L, 2L, 2L, 3L, 2L, 3L, 2L,
1L, 3L), gpa = structure(c(4L, 4L, 3L, 3L, 3L, 3L, 5L, 3L, 5L,
3L, 5L, 1L, 3L, 2L, 5L, 3L, 3L, 2L, 5L, 1L, 2L, 2L, 1L, 3L, 3L,
2L, 2L, 2L, 2L, 5L, 1L, 5L, 3L, 3L, 2L, 3L, 2L, 5L, 4L, 2L, 2L,
5L, 5L, 3L, 5L, 3L, 2L, 3L, 5L, 3L, 3L, 2L, 2L, 2L, 5L, 2L, 5L,
2L, 3L, 4L, 3L, 3L, 2L, 3L, 3L, 4L, 3L, 4L, 3L, 2L, 4L, 1L, 4L,
3L, 3L, 5L, 5L, 5L, 5L, 3L, 5L, 3L, 4L, 5L, 3L, 3L, 4L, 2L, 2L,
4L, 5L, 3L, 4L, 2L, 4L, 2L, 3L, 3L, 4L, 3L, 4L, 4L, 5L, 4L, 2L,
4L, 4L, 2L, 4L, 4L, 3L, 2L, 4L, 5L, 4L, 4L, 3L, 3L, 2L, 3L, 1L,
2L, 2L, 4L, 3L, 1L, 3L, 2L, 4L, 4L, 4L, 3L, 4L, 3L, 5L, 3L, 2L,
4L, 2L, 4L, 4L, 5L, 5L, 5L, 3L, 2L, 3L, 3L, 4L, 3L, 5L, 3L, 3L,
3L, 3L, 2L, 5L, 3L, 4L, 4L, 1L, 1L, 4L, 3L, 4L, 5L, 5L, 3L, 2L,
3L, 5L, 2L, 4L, 3L, 3L, 4L, 4L, 2L, 3L, 2L, 4L, 5L, 4L, 3L, 4L,
2L, 5L, 2L, 2L, 2L, 4L, 5L, 4L, 1L, 4L, 2L, 4L, 5L, 4L, 3L, 3L,
3L, 4L, 4L, 4L, 3L, 4L, 3L, 3L, 3L, 3L, 3L, 3L, 4L, 3L, 4L, 3L,
3L, 2L, 4L, 4L, 4L, 5L, 5L, 4L, 3L, 4L, 3L, 2L, 2L, 2L, 3L, 2L,
3L, 2L, 2L, 1L, 5L, 5L, 4L, 2L, 3L, 3L, 3L, 2L, 2L, 4L, 2L, 1L,
3L, 3L, 3L, 3L, 3L, 2L, 4L, 3L, 2L, 4L, 5L, 5L, 4L, 5L, 5L, 5L,
4L, 1L, 2L, 5L, 4L, 4L, 3L, 4L, 5L, 4L, 5L, 1L, 2L, 3L, 4L, 5L,
4L, 1L, 4L, 2L, 2L, 3L, 4L, 2L, 3L, 2L, 4L, 4L, 5L, 2L, 2L, 4L,
3L, 2L, 5L, 4L, 5L, 3L, 3L, 1L, 5L, 3L, 2L, 5L, 3L, 3L, 4L, 4L,
4L, 2L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 3L, 3L, 4L, 4L, 3L, 4L, 5L,
3L, 2L, 3L, 5L, 4L, 5L, 4L, 2L, 4L, 4L, 2L, 4L, 5L, 4L, 3L, 3L,
3L, 4L, 3L, 5L, 4L, 4L, 3L, 3L, 5L, 2L, 2L, 4L, 1L, 4L, 1L, 4L,
3L, 4L, 3L, 4L, 2L, 4L, 2L, 2L, 5L, 1L, 2L, 1L, 4L, 1L, 3L, 5L,
2L, 5L, 3L, 3L, 2L, 4L, 4L, 4L, 4L, 5L, 4L, 1L, 5L, 5L, 3L, 3L,
3L, 4L, 4L, 2L, 5L, 3L, 2L, 3L, 4L, 2L, 2L, 5L, 4L, 3L, 3L, 4L,
2L, 2L, 3L, 3L, 4L, 3L, 3L, 4L, 3L, 5L, 2L, 2L, 3L, 5L, 4L, 4L,
4L, 3L, 4L, 3L, 2L, 3L, 3L, 5L, 5L, 5L, 5L, 5L, 2L, 4L, 4L, 4L,
4L, 4L, 2L, 2L, 5L, 3L, 3L, 2L, 5L, 5L, 1L, 5L, 3L, 4L, 4L, 3L,
5L, 2L, 5L, 4L, 5L, 5L, 4L, 4L, 4L, 3L, 5L, 2L, 5L, 4L, 4L, 5L,
1L, 2L, 5L, 5L, 4L, 3L, 4L, 2L, 1L, 1L, 4L, 3L, 5L, 4L, 2L, 3L,
3L, 3L, 3L, 4L, 2L, 5L, 4L, 5L, 5L, 4L, 5L, 4L, 2L, 3L, 2L, 2L,
2L, 3L, 3L, 4L, 2L, 4L, 4L, 5L, 2L, 3L, 4L, 4L, 4L, 4L, 2L, 4L,
5L, 5L, 3L, 5L, 5L, 4L, 4L, 4L, 5L, 5L, 3L, 5L, 4L, 4L, 2L, 4L,
2L, 4L, 4L, 2L, 5L, 4L, 5L, 4L, 4L, 5L, 4L, 4L, 4L, 5L, 4L, 3L,
3L, 3L, 4L, 2L, 2L, 5L, 4L, 3L, 5L, 4L, 4L, 5L, 5L, 2L, 3L, 5L,
4L, 3L, 4L, 4L, 4L, 3L, 2L, 3L, 3L, 4L, 4L, 3L, 1L, 3L, 2L, 2L,
3L, 3L, 2L, 4L, 3L, 5L, 3L, 4L, 3L, 4L, 3L, 5L, 4L, 3L, 2L, 2L,
5L, 2L, 5L, 4L, 5L, 2L, 3L, 4L, 2L, 3L, 2L, 4L, 5L, 5L, 2L, 3L,
2L, 4L, 3L, 2L, 5L, 2L, 5L, 2L, 5L, 3L, 3L, 3L, 4L, 2L, 2L, 3L,
1L, 3L, 3L, 2L, 4L, 4L, 1L, 4L, 3L, 4L, 3L, 3L, 4L, 3L, 4L, 4L,
3L, 2L, 4L, 5L, 5L, 5L, 5L, 5L, 5L, 4L, 1L, 4L, 4L, 2L, 2L, 3L,
3L, 2L, 2L, 5L, 5L, 3L, 3L, 4L, 5L, 4L, 4L, 3L, 3L, 5L, 2L, 4L,
4L, 4L, 3L, 4L, 4L, 5L, 4L, 4L, 4L, 3L, 5L, 5L, 4L, 3L, 3L, 3L,
3L, 4L, 3L, 3L, 3L, 4L, 4L, 3L, 4L, 3L, 4L, 3L, 3L, 5L, 4L, 4L,
5L, 5L, 5L, 5L, 4L, 5L, 5L, 2L, 3L, 3L, 4L, 5L, 4L, 3L, 5L, 3L,
1L, 5L, 5L, 4L, 1L, 4L, 3L, 4L, 4L, 3L, 4L, 3L, 4L, 5L, 2L, 3L,
2L, 2L, 3L, 3L, 5L, 3L, 2L, 5L, 4L, 2L, 5L, 5L, 5L, 5L, 2L, 3L,
3L, 5L, 3L, 2L, 5L, 2L, 4L, 4L, 5L, 4L, 4L, 3L, 2L, 3L, 5L, 4L,
5L, 4L, 5L, 3L, 4L, 5L, 3L, 5L, 5L, 2L, 4L, 3L, 4L, 4L, 3L, 3L,
5L, 3L, 5L, 4L, 5L, 5L, 4L, 2L, 1L, 5L, 3L, 4L, 5L, 3L, 3L, 2L,
2L, 3L, 2L, 4L, 3L, 4L, 5L, 3L, 4L, 4L, 2L, 5L, 2L, 3L, 4L, 4L,
4L, 4L, 3L, 5L, 4L, 4L, 3L, 4L, 2L, 3L, 4L, 2L, 2L, 2L, 3L, 3L,
4L, 2L, 3L, 3L, 4L, 3L, 4L, 4L, 2L, 4L, 4L, 3L, 4L, 3L, 1L, 3L,
2L, 2L, 4L, 2L, 3L, 5L, 4L, 4L, 3L, 3L, 5L, 4L, 5L, 4L, 4L, 4L,
4L, 3L, 4L, 2L, 4L, 4L, 2L, 4L, 2L, 5L, 4L, 4L, 5L, 5L, 5L, 3L,
3L, 3L, 5L, 5L, 2L, 5L, 4L, 5L, 4L, 3L, 3L, 4L, 5L, 4L, 3L, 4L,
4L, 2L, 3L, 5L, 4L, 5L, 2L, 5L, 4L, 3L, 2L, 2L, 3L, 2L, 4L, 3L,
3L, 3L, 2L, 4L, 5L, 4L, 1L, 4L, 1L, 3L, 3L, 4L, 5L, 3L, 3L, 3L,
4L, 4L, 4L, 3L, 2L, 3L, 2L, 2L, 4L, 2L, 3L, 2L, 3L, 2L, 3L, 4L,
2L, 4L, 2L, 4L, 4L, 3L, 4L, 4L, 3L, 4L, 4L, 2L, 3L, 4L, 3L, 2L,
4L, 5L, 4L, 4L, 4L, 5L, 5L, 5L, 5L, 4L, 3L, 3L, 3L, 5L, 3L, 4L,
2L, 4L, 2L, 5L, 5L, 3L, 3L, 4L, 3L, 3L, 5L, 3L, 3L, 5L, 4L, 4L,
2L, 4L, 5L, 5L, 3L, 2L, 2L, 3L, 3L, 4L, 4L, 2L, 5L, 2L, 5L, 4L,
4L, 4L, 2L, 5L, 3L, 2L, 4L, 4L, 3L, 2L, 2L, 4L, 3L, 3L, 3L, 5L,
3L, 4L, 2L, 5L, 4L, 2L, 2L, 3L, 4L, 4L, 5L, 3L, 5L, 5L, 5L, 5L,
5L, 5L, 5L, 5L, 5L, 4L, 3L, 4L, 5L, 2L, 4L, 5L, 5L, 3L, 3L, 5L,
5L, 5L, 4L, 5L, 5L, 5L, 5L, 5L, 3L, 3L, 5L, 5L, 3L, 3L, 5L, 5L,
5L, 3L, 4L, 3L, 3L, 4L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 4L, 2L, 4L,
5L, 5L, 4L, 3L, 2L, 4L, 2L, 3L, 4L, 1L, 3L, 3L, 5L, 5L, 5L, 5L,
3L, 4L, 3L, 4L, 3L, 5L, 5L, 5L, 5L, 4L, 3L, 3L, 3L, 3L, 3L, 4L,
3L, 3L, 5L, 3L, 3L, 3L, 4L, 4L, 4L, 4L, 3L, 5L, 4L, 5L, 5L, 4L,
4L, 4L, 5L, 5L, 5L, 3L, 4L, 2L, 4L, 4L, 3L, 4L, 2L, 5L, 4L, 4L,
4L, 3L, 5L, 4L, 5L, 3L, 4L, 4L, 4L, 3L, 4L, 4L, 4L, 2L, 2L, 5L,
5L, 5L, 5L, 4L, 2L, 4L, 5L, 4L, 4L, 3L, 2L, 2L, 5L, 5L, 4L, 5L,
5L, 4L, 5L, 3L, 4L, 4L, 4L, 2L, 5L, 5L, 2L, 4L, 2L, 4L, 5L, 5L,
5L, 3L, 3L, 5L, 1L, 2L, 3L, 2L, 3L, 1L, 1L, 3L, 3L, 3L, 2L, 3L,
4L, 4L, 4L, 3L, 3L, 2L, 4L, 5L, 5L, 5L, 4L, 4L, 4L, 3L, 3L, 5L,
3L, 4L, 5L, 5L, 4L, 4L, 5L, 2L, 3L, 5L, 4L, 1L, 3L, 3L, 3L, 2L,
3L, 3L, 2L, 5L, 2L, 3L, 3L, 3L, 3L, 3L, 2L, 4L, 5L, 2L, 5L, 5L,
4L, 4L, 5L, 4L, 2L, 3L, 5L, 4L, 5L, 4L, 3L, 4L, 2L, 4L, 2L, 2L,
4L, 5L, 5L, 5L, 5L, 3L, 4L, 4L, 4L, 3L, 2L, 4L, 4L, 3L, 2L, 3L,
3L, 4L, 2L, 2L, 4L, 5L, 4L, 5L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 2L,
3L, 2L, 4L, 4L, 2L, 5L, 5L, 5L, 5L, 5L, 4L, 5L, 5L, 4L, 2L, 5L,
4L, 5L, 5L, 4L, 5L, 2L, 3L, 4L, 2L, 3L, 4L, 2L, 4L, 2L, 5L, 5L,
4L, 4L, 5L, 5L, 5L, 5L, 4L, 5L, 1L, 4L, 3L, 4L, 4L, 4L, 4L, 2L,
4L, 4L, 4L, 5L, 1L, 3L, 5L, 2L, 4L, 4L, 2L, 4L, 4L, 2L, 2L, 5L,
4L, 5L, 5L, 5L, 4L, 4L, 5L, 1L, 1L, 5L, 4L, 3L, 3L, 5L, 4L, 4L,
4L, 5L, 4L, 5L, 2L, 3L, 3L, 4L, 5L, 4L, 2L, 2L, 5L, 2L, 3L, 5L,
5L, 2L, 4L, 3L, 5L, 2L, 5L, 5L, 5L, 3L, 4L), .Label = c("1",
"2", "3", "4", "5"), class = "factor")), .Names = c("item25",
"psd", "gpa"), row.names = c(NA, -1428L), class = "data.frame")
--
*Edward H Patzelt | Clinical Science PhD StudentPsychology | Harvard
University *
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