Hello, I am trying to create a table from the data below
dataset<-data.frame(stringsAsFactors=FALSE,
status = c("low", "low", "ok", "low", "ok", "ok"),
MCLUSTER = c(601, 601, 601, 511, 511, 829),
MNUMBER = c(289, 151, 9, 94, 95, 234),
M01 = c(2, 2, 1, 2, 1, 1),
unadjstatus = c("low", "ok", "ok", "low", "ok", "ok"),
wgt = c(0.995193, 0.995193, 0.995193, 1.117896, 1.117896, 1.477476),
MREGION = c(2, 2, 2, 2, 2, 2),
MTYPE = c(2, 2, 2, 2, 2, 2),
status2 = as.factor(c("low", "ok", "ok", "low", "ok", "ok")),
status3 = as.factor(c("low", "low", "low", "low", "ok", "ok"))
)
So far I have two methodologies which work to create tables, but they don't seem to work with the "survey" package.
I have tried this
> tb<-vapply(dataset[c(1,5,9:10)],table, FUN.VALUE = c("low"=0, "ok"=0))
> tb
status unadjstatus status2 status3
low 3 2 2 4
ok 3 4 4 2
and this
> tb1<-dataset%>%dplyr::summarise_at(.vars=c(1,5,9:10), .funs = ~list(table(.))) %>%tidyr::unnest()
> tb1
status unadjstatus status2 status3
1 3 2 2 4
2 3 4 4 2
but when I try to use these tables in "survey", I get these errors
wgtdata<-svydesign(ids =~MCLUSTER,weights =~wgt, data=dataset
> svychisq(~tb,wgtdata)
Error in formula[[2]][[2]] : object of type 'symbol' is not subsettable
> svychisq(~tb1,wgtdata)
Error in formula[[2]][[2]] : object of type 'symbol' is not subsettable
I have also tried using the survey table functions as below but keep getting errors (mostly because it's not making the table the way it ought to be for a chisquare test)
tb3<-ftable(dataset,colnames=list("unadjstatus","status","status2","status3"),
rownames=list())
> svychisq(~tb3,wgtdata)
Error in formula[[2]][[2]] : object of type 'symbol' is not subsettable
tb4<-svytable(~unadjstatus+status+status2+status3,metwgt)
svychisq(~tb4, ~wgtdata)
Error in UseMethod("svychisq", design) :
no applicable method for 'svychisq' applied to an object of class "formula"
does anyone have a suggestion on how to overcome this?