How to make a loop over multiple columns with the svyby function of the survey package?

问题

I have been trying many ways , but I am not getting to solve the problem. I found here, here and here, but I couldn’t adapt them to my problem.

I would like to pass the combination of two string vectors where each element of 'pop' would be combined with each element of 'territ' and over a subset of the column “enroll” through a numeric vector (“enroll_lines”). So, there are three iterations inside the svyby function I want to do: two over a string vector and one iteration inside a subset numeric vector.

I want a data frame with all the result combinations of the three vectors over the design object “dclus1”.

Thank you in advance for your attention and effort.

df <- apiclus1
df$pais <- 0
df$pop_tot <- 1

pop <- c("pop_tot", "stype", "awards")
territ <- c("pais","cname", "dname")
enroll_lines = c(355, 455, 555)

dclus1<-svydesign(id=~dnum, weights=~pw, data=df, fpc=~fpc)

svyloop <- function(vv1, vv2, dsgn, xx) {
  svyby( as.formula( paste0( "~" , vv1)) , by = as.formula( paste0( "~" , vv2)) , subset(dsgn, enroll < xx), svytotal , vartype = 'cv')
}
svyloop(pop, territ, dclus1, enroll_lines)
#Error in `contrasts<-`(`*tmp*`, value = contr.funs[1 + isOF[nn]]) :  contrasts can be applied only to factors with 2 or more levels

sapply(dclus1, svyloop, pop, territ, enroll_lines)
#Even though keeping just columns with two or more leves, the column "enroll" is not found, as the message below returns:
#Error in subset.default(dsgn, enroll < xx) : object 'enroll' not found

**The other way I've tried was to put an "i" of iteration in the function.**
jj <- 1:3
svyloop <- function(vv1, vv2,, xx, i) {
  svyby( as.formula( paste0( "~" , vv1[i])) , by = as.formula( paste0( "~" , vv2[i])) , subset(dclus1, enroll < xx[i]), svytotal , vartype = 'cv')
}
svyloop(pop, territ, enroll_lines, jj)
sapply(dclus1, svyloop, pop, territ, enroll_lines)
#Error in `contrasts<-`(`*tmp*`, value = contr.funs[1 + isOF[nn]]) :  contrasts can be applied only to factors with 2 or more levels

来源：https://stackoverflow.com/questions/58101974/how-to-make-a-loop-over-multiple-columns-with-the-svyby-function-of-the-survey-p

标签

loops

survey