Guidelines for Choosing the Correct Statistic
Studies with a Single Criterion Variable and a Single Predictor Variable
These are among the simplest (and most common) studies conducted in the social sciences. Some of the statistics appropriate for this type of investigation are listed in Table A.1.
Criterion/Dependent Variable | Predictor/Independent Variable | Analysis |
---|---|---|
Nominal | Nominal | Chi-square test of independence.[*] |
Ordinal, Interval, Ratio | Nominal | Kruskal-Wallis test. Typically used with an ordinal-scale criterion; also used with interval/ratio scale criterion if markedly non-normal. |
Interval, Ratio | Nominal | t test.[*]Appropriate only if predictor variable consists of no ... |
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