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January 1, 1984Journal of the Royal Statistical Society Series B (Statistical Methodology)

Two New Tests Associated with Analysis of Variance

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Authors

AAA. AzzaliniUniversity of PaduaDCD. R. CoxUniversity of Southern California

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Implication

Methodological study introduces two tests for qualitative interactions and hierarchical sums of squares in analysis of variance, enhancing precision in experimental factor evaluation.

Key Points

  • To develop two new statistical hypothesis tests within the analysis of variance framework for detecting qualitative interactions and evaluating hierarchical sequences of sums of squares.
  • Formulated a test for qualitative interaction between treatments and intrinsic factors where effect differences reverse sign across factor levels.
  • Constructed a selection-adjusted testing procedure for treatment effects evaluated across hierarchical sequences of cumulative sums of squares.
  • Established a formal testing framework to verify when treatment effects change direction across distinct intrinsic factor levels.
  • Derived an analytical allowance for selection bias when testing treatment effects across hierarchical sums of squares sequences.

Cite This Study

Azzalini et al. (1984) studied this question.

synapsesocial.com/papers/6a0f49575725bbd5cc5fa14fhttps://doi.org/10.1111/j.2517-6161.1984.tb01306.x
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