As the items are dichotomous hence can only take two values we could consider rounding up the imputed means so that they take values that can actually occur. It should not be thought of as real data, but simply as a convenient way of carrying out statistical analyses that adjust for the biases due to missing observations. Categorical variables into contrast variables. Further information about solutions to these problems will be added when they are resolved. Pairing cases of two samples.
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