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Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy
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“A winsorization procedure was applied to subjects’ individual mean response times (RT) per condition and target cue to account for outliers before further statistical analyses was conducted.”
From Event-related potentials of automatic imitation are modulated by ethnicity during stimulus processing, but not during motor execution (2018) · cites this paper as [61]
In the citing paper
“Including outlier values in the analysis violates assumptions of general linear model estimations59,61.”
From Event-related potentials of automatic imitation are modulated by ethnicity during stimulus processing, but not during motor execution (2018) · cites this paper as [61]
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“This method is useful as the bootstrap confidence intervals of the unstandardized coefficients can be used as an alternative test of our hypotheses (Wilcox 2010).”
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“Therefore, robust methods, which include bootstrapping and trimmed means, were adopted for statistical analyses (see for example, Wilcox, 2003, 2005, 2010).”
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“As noted by Keselman, Wilcox, & Lix (2003) and Wilcox (2010), including outlier values in analyses violates assumptions of general linear model estimations and should thus be avoided.”
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Metadata
- Authors
- Wilcox, R. R.
- Affiliations
- University of Southern California (US)
- Corresponding author
- Wilcox, Rand R.
- ORCID
- Wilcox, Rand R.
- Venue
- Springer eBooks
- Publisher
- Springer New York
- Published
- 2010
- OpenAlex
- W2479960635
- Cited by
- 404
- References
- 0
- Citations by year
- 2026: 15 · 2025: 22 · 2024: 26 · 2023: 27 · 2022: 35 · 2021: 31 · 2020: 27 · 2019: 20 · 2018: 22 · 2017: 22 · 2016: 18 · 2015: 15 · 2014: 13 · 2013: 15 · 2012: 15
- FWCI
- 5.98
- Type
- book
- Language
- en
- Open access
- closed
- Licence
- Locations
- Springer eBooks (publishedVersion)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
- Physical Sciences › Mathematics › Statistics and Probability › Advanced Statistical Methods and Models
- Keywords
- group differences, variable relationships, statistical power, hypothesis testing
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