STATISTICAL ADJUSTMENTS WHEN COMPARING PREEXISTING GROUPS
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An illustration is given showing why the analysis of covariance usually does not provide the appropriate adjustment to compensate for preexisting differences between nonexperimental groups.
[1] F. Lord. A paradox in the interpretation of group comparisons. , 1967, Psychological bulletin.