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- W1966967512 abstract "Standard least squares analysis of variance methods suffer from poor power under arbitrarily small departures from normality and fail to control the probability of a Type I error when standard assumptions are violated. This article describes a framework for robust estimation and testing that uses trimmed means with an approximate degrees of freedom heteroscedastic statistic for independent and correlated groups designs in order to achieve robustness to the biasing effects of nonnormality and variance heterogeneity. The authors describe a nonparametric bootstrap methodology that can provide improved Type I error control. In addition, the authors indicate how researchers can set robust confidence intervals around a robust effect size parameter estimate. In an online supplement, the authors use several examples to illustrate the application of an SAS program to implement these statistical methods." @default.
- W1966967512 created "2016-06-24" @default.
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- W1966967512 date "2008-01-01" @default.
- W1966967512 modified "2023-10-18" @default.
- W1966967512 title "A generally robust approach for testing hypotheses and setting confidence intervals for effect sizes." @default.
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- W1966967512 doi "https://doi.org/10.1037/1082-989x.13.2.110" @default.
- W1966967512 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/18557681" @default.
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