is there a way in R to specify all different three-way combinations in a contingency table?

biostatguy12 0
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I have many variables (5) and I want to check all interaction terms (ab on response, ac on response, etc.) on a multinomial response. something like the following where response has three levels:

multinom(response~(a+b+c+d+e)^2)

I want to create contingency tables to see if separation exists at some levels between my predictors and response. I could write something manually to get the indicator counts at each combination like so:

xtabs(~response+a+b)
xtabs(~response+a+c)
xtabs(~response+a+d)
...

but this seems cumbersome. Is there a way to output all possible three way combinations I can specify in some sort of table function with a formula input similar to the regression formula above?

Thanks,

contingency r
1 Answers

Here is an example using in-built UCBasmissions dataset

(somedata <- as.data.frame(UCBAdmissions))

(collection <- setdiff(names(somedata), "Freq")) 

(combinations <- combn(x = collection,
      m=2,
      simplify = FALSE))


(all_results <- lapply(combinations, \(x){xtabs(data=somedata,
                                                formula = as.formula(paste("~Freq",x[1],x[2],sep = " + ")))}))
Nir Graham0
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