Centring in regression analyses: a strategy to prevent errors in statistical inference
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Summary
Using this default centring strategy when there is no compelling evidence to centre protects against most errors in statistical inference and its routine use sensitizes users to centring issues.
- Type
- article
- Published
- 2004-08-01
- Cited by
- 530
- References
- 15
- Access
- Open access
- OpenAlex
- https://openalex.org/W1989537794
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:36865121
Keywords
Centring, Categorical variable, Regression analysis, Statistical inference, Multicollinearity
References
- Primer of applied regression and analysis of variance / Stanton A. Glantz, Bryan K. Slinker
- Primer of Applied Regression & Analysis of Variance
- Nonorthogonal analysis of variance--once again.
- REM sleep facilitation of adaptive waking behavior: a review of the literature.
- Partialed products are interactions; partialed powers are curve components.
- Some problems in the nonorthogonal analysis of variance.
- The results of logistic analyses when the variables are highly correlated: an empirical example using diet and CHD incidence.
- Frequency of Selecting Noise Variables in Subset Regression Analysis: A Simulation Study
- Mediators and moderators of treatment effects in randomized clinical trials.
- How do risk factors work together? Mediators, moderators, and independent, overlapping, and proxy risk factors.
- Mean Centering in Moderated Multiple Regression: Much Ado about Nothing
- Applied multiple regression/correlation analysis for the behavioral sciences
- Multiple Regression: Testing and Interpreting Interactions
- Frequency of Selecting Noise Variables in Subset Regression Analysis: A Simulation Study
- Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
- Multiple regression: testing and interpreting interactions
- Nonorthogonal analysis of variance—once again.
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- Personality traits, the interaction effects of education, and employee readiness for organizational change: A quantitative study
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- Behavioral rhythm, sleep, and mood disturbances in newly admitted nursing home residents
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- A Differential Item Functioning Analysis of The New Mexico English Language Proficiency Assessment
- THE MEANING OF GROUPS: THE IMPORTANCE AND ROLE OF THE CONTENT OF SOCIAL IDENTITIES FOR COGNITION AND BEHAVIOURAndrew L. EvansJanuary 2014A thesis submitted in partial fulfilment of the requirement of Staffordshire University for the degree of Doctor of Philosophy
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- Consumer Response to Product Form in Technology‐Based Industries
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