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Limitations of Centering for Interactive Models

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  • RICHARD L. TATE

    (Florida State University)

Abstract

Several authors have proposed centering or transformation procedures to alleviate problems associated with the extreme multicollinearity often found in interactive models. Some of the claims made for these procedures are valid; others are not. Specifically, one of the transformations is very useful for improving coefficient stability. Conversely, arguments that centering will improve substantive interpretation or provide an orthogonal partition of explained variance for the original uncentered terms are not valid.

Suggested Citation

  • Richard L. Tate, 1984. "Limitations of Centering for Interactive Models," Sociological Methods & Research, , vol. 13(2), pages 251-271, November.
  • Handle: RePEc:sae:somere:v:13:y:1984:i:2:p:251-271
    DOI: 10.1177/0049124184013002004
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    Cited by:

    1. Ishtiaq Ahmad & Judit Oláh & József Popp & Domicián Máté, 2018. "Does Business Group Affiliation Matter for Superior Performance? Evidence from Pakistan," Sustainability, MDPI, vol. 10(9), pages 1-19, August.

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