S2E09: MANOVA Must Die
Quantitude
Exploring the Limitations of MANOVA
The chapter critiques the effectiveness of MANOVA in capturing multivariate differences, questioning its focus on means and group differences that may not fully represent relationships among variables within groups. It compares MANOVA to a flawed club entry scenario, highlighting its limitations in controlling the type one error rate. The discussion delves into the challenges of assumptions in multivariate analysis and the implications of scaling assumptions across various groups and variables.
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