Variance Inflation Factor: As a Condition for the Inclusion of Suppressor Variable(s) in Regression Analysis

No abstract is available for this paper.

• Publication year

  2015

• Venue

  Open Journal of Statistics

• Publication date

  2015-12-11

• Fields of study

  Mathematics

• Identifiers
  DOI 10.4236/OJS.2015.57075
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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• Interpreting Multiple Linear Regression: A Guidebook of Variable Importance

  2012cited by this paper
• Two Replicable Suppressor Situations in Personality Research

  2004cited by this paper
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  2003cited by this paper
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  2003influential reference
• Use of Structure Coefficients in Published Multiple Regression Articles: β is not Enough

  2001cited by this paper
• Factors affecting return to living alone after medical rehabilitation: A cross-validation study.

  2000cited by this paper
• Suppressor Variable Effects: Toward Understanding an Elusive Data Dynamic.

  1998cited by this paper
• The M Word: Multicollinearity in Multiple Regression.

  1994cited by this paper
• Suppressor Variables in Multiple Regression/Correlation

  1992cited by this paper
• SUPPRESSION SITUATIONS IN PSYCHOLOGICAL RESEARCH : DEFINITIONS, IMPLICATIONS, AND APPLICATIONS

  1991influential reference
• A Quirk in Multiple Regression: The Whole Regression Can be Greater than the Sum of its Parts

  1988cited by this paper
• Regression Diagnostics

  1985cited by this paper
• A Method for Constructing Data Which Illustrate Three Types of Suppressor Variables

  1983cited by this paper
• Multiple Regression in Behavioral Research: Explanation and Prediction

  1982cited by this paper
• Applied multiple regression/correlation analysis for the behavioral sciences

  1979influential reference
• The Use of Structural Equation Models in Interpreting Regression Equations Including Suppressor and Enhancer Variables

  1979cited by this paper
• Suppressor Variables and the Semipartial Correlation Coefficient

  1978cited by this paper
• A Revised Definition for Suppressor Variables: a Guide To Their Identification and Interpretation

  1974influential reference
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  1973cited by this paper

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