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 per condition and target cue to account for outliers before further statistical analyses.
“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]
Including outlier values in the analysis violates assumptions of general linear model estimations.
“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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- 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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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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