Create Combinations in R by Groups

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一整个雨季
一整个雨季 2021-02-08 19:23

I want to create a list for my classroom of every possible group of 4 students. If I have 20 students, how I can I create this, by group, in R where my rows are each combination

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  • 2021-02-08 20:04

    Here's an example for smaller numbers. I don't think this will scale well for 20 students

    total_students = 4
    each_group = 2
    total_groups = total_students/each_group
    
    if (total_students %% each_group == 0) {
        library(arrangements)
    
        group_id = rep(1:total_groups, each = each_group)
    
        #There is room to increase efficiency here by generating only relevant permutations
        temp = permutations(1:total_students, total_students)
        temp = unique(t(apply(temp, 1, function(i) {
            x = group_id[i]
            match(x, unique(x))
        })))
    
        dimnames(temp) = list(COMBO = paste0("C", 1:NROW(temp)),
                              Student = paste0("S", 1:NCOL(temp)))
    } else {
        cat("Total students not multiple of each_group")
        temp = NA
    }
    #> Warning: package 'arrangements' was built under R version 3.5.3
    temp
    #>      Student
    #> COMBO S1 S2 S3 S4
    #>    C1  1  1  2  2
    #>    C2  1  2  1  2
    #>    C3  1  2  2  1
    

    Created on 2019-09-02 by the reprex package (v0.3.0)

    The total number of possible ways is given by following function (from here)

    foo = function(N, k) {
        #N is total number or people, k is number of people in each group
        if (N %% k == 0) {
            m = N/k
            factorial(N)/(factorial(k)^m * factorial(m))
        } else {
            stop("N is not a multiple of n")
        }
    }
    
    foo(4, 2)
    #[1] 3
    
    foo(20, 4)
    #[1] 2546168625
    

    For groups of 4 people from a total of 20 people, the number of possible arrangements is massive.

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