If you were comparing three different treatments on the basis of each person categorized either as recovered or not recovered for each treatment, you would have three groups to compare and therefore you would use:

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The Answer of If you were comparing three different treatments on the basis of each person categorized either as recovered or not recovered for each treatment, you would have three groups to compare and therefore you would use:

If You Were Comparing Three Different Treatments on the Basis