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Multilevel Datasets

data.ml.Rd

Datasets for conducting multilevel IRT analysis. This dataset is used in the examples of the function mcmc.2pno.ml.

Usage

data(data.ml1)
data(data.ml2)

Format

  • data.ml1

    A data frame with 2000 student observations in 100 classes on 17 variables. The first variable group contains the class identifier. The remaining 16 variables are dichotomous test items.

    'data.frame': 2000 obs. of 17 variables:
    $ group: num 1001 1001 1001 1001 1001 ...
    $ X1 : num 1 1 1 1 1 1 1 1 1 1 ...
    $ X2 : num 1 1 1 0 1 1 1 1 1 1 ...
    $ X3 : num 0 1 1 0 1 0 1 0 1 0 ...
    $ X4 : num 1 1 1 0 0 1 1 1 1 1 ...
    $ X5 : num 0 0 0 1 1 1 0 0 1 1 ...
    [...]
    $ X16 : num 0 0 1 0 0 0 1 0 0 0 ...

  • data.ml2

    A data frame with 2000 student observations in 100 classes on 6 variables. The first variable group contains the class identifier. The remaining 5 variables are polytomous test items.

    'data.frame': 2000 obs. of 6 variables:
    $ group: num 1 1 1 1 1 1 1 1 1 1 ...
    $ X1 : num 2 3 4 3 3 3 1 4 4 3 ...
    $ X2 : num 2 2 4 3 3 2 2 3 4 3 ...
    $ X3 : num 3 4 5 4 2 3 3 4 4 2 ...
    $ X4 : num 2 3 3 2 1 3 1 4 4 3 ...
    $ X5 : num 2 3 3 2 3 3 1 3 2 2 ...