Understanding the Results of Multiple Linear Regression: Beyond Standardized Regression Coefficients

Multiple linear regression (MLR) remains a mainstay analysis in organizational research, yet intercorrelations between predictors (multicollinearity) undermine the interpretation of MLR weights in terms of predictor contributions to the criterion. Alternative indices include validity coefficients, s...

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Veröffentlicht in:	Organizational research methods 2013-10, Vol.16 (4), p.650-674
Hauptverfasser:	Nimon, Kim F., Oswald, Frederick L.
Format:	Artikel
Sprache:	eng
Schlagworte:	Bootstrap method Commonality Computer programs Computer Software Confidence intervals Correlation Correlation analysis Criteria Dominance Organization theory Organizational Research Regression Regression analysis Research Applications Software Validation studies
Online-Zugang:	Volltext
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