Detecting Interaction Effects in Moderated Multiple Regression With Continuous Variables Power and Sample Size Considerations

Organizational Research Methods ◽

10.1177/1094428108320370 ◽

2008 ◽

Vol 12 (3) ◽

pp. 510-528 ◽

Author(s):

Gwowen Shieh

Keyword(s):

Sample Size ◽

Multiple Regression ◽

Interaction Effects ◽

Continuous Variables ◽

Moderated Multiple Regression

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Sample size determination for confidence intervals of interaction effects in moderated multiple regression with continuous predictor and moderator variables

Behavior Research Methods ◽

10.3758/brm.42.3.824 ◽

2010 ◽

Vol 42 (3) ◽

pp. 824-835 ◽

Author(s):

Gwowen Shieh

Keyword(s):

Sample Size ◽

Multiple Regression ◽

Confidence Intervals ◽

Interaction Effects ◽

Sample Size Determination ◽

Size Determination ◽

Moderator Variables ◽

Moderated Multiple Regression ◽

Continuous Predictor

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A Comparison of Bias and Mean Squared Error in Parameter Estimates of Interaction Effects: Moderated Multiple Regression versus Error-in-Variables Regression

Multivariate Behavioral Research ◽

10.1207/s15327906mbr3101_5 ◽

1996 ◽

Vol 31 (1) ◽

pp. 69-94 ◽

Author(s):

Lance E. Anderson ◽

Eugene F. Stone-Romero ◽

John Tisak

Keyword(s):

Multiple Regression ◽

Mean Squared Error ◽

Interaction Effects ◽

Parameter Estimates ◽

Moderated Multiple Regression ◽

Error In Variables ◽

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Best-practice recommendations for estimating interaction effects using moderated multiple regression

Journal of Organizational Behavior ◽

10.1002/job.686 ◽

2010 ◽

Vol 31 (6) ◽

pp. 776-786 ◽

Author(s):

Herman Aguinis ◽

Ryan K. Gottfredson

Keyword(s):

Multiple Regression ◽

Best Practice ◽

Interaction Effects ◽

Moderated Multiple Regression ◽

Practice Recommendations

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The Detection and Interpretation of Interaction Effects Between Continuous Variables in Multiple Regression

Multivariate Behavioral Research ◽

10.1207/s15327906mbr2504_4 ◽

1990 ◽

Vol 25 (4) ◽

pp. 467-478 ◽

Author(s):

James Jaccard ◽

Choi K. Wan ◽

Robert Turrisi

Keyword(s):

Multiple Regression ◽

Interaction Effects ◽

Continuous Variables

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Moderated Multiple Regression, Spurious Interaction Effects, and IRT

Applied Psychological Measurement ◽

10.1177/0146621604272737 ◽

2005 ◽

Vol 29 (2) ◽

pp. 87-105 ◽

Author(s):

Sun-Mee Kang ◽

Niels G. Waller

Keyword(s):

Multiple Regression ◽

Interaction Effects ◽

Moderated Multiple Regression

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Sample size determination for examining interaction effects in factorial designs under variance heterogeneity.

Psychological Methods ◽

10.1037/met0000150 ◽

2018 ◽

Vol 23 (1) ◽

pp. 113-124 ◽

Author(s):

Gwowen Shieh

Keyword(s):

Sample Size ◽

Interaction Effects ◽

Sample Size Determination ◽

Factorial Designs ◽

Size Determination ◽

Variance Heterogeneity

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Interaction Effect Analysis of Continuous Variables: Comparison of ANOVA and Multiple Regression Approaches

Korea Association of Business Education ◽

10.23839/kabe.2017.32.6.103 ◽

2017 ◽

Vol 32 (6) ◽

pp. 103-121

Author(s):

Joon Yeol Lew ◽

Keyword(s):

Multiple Regression ◽

Interaction Effect ◽

Continuous Variables ◽

Effect Analysis

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R2: A computer program for interval estimation, power Calculations, sample size estimation, and hypothesis testing in multiple regression

Behavior Research Methods Instruments &amp Computers ◽

10.3758/bf03203611 ◽

1992 ◽

Vol 24 (4) ◽

pp. 581-582 ◽

Author(s):

James H. Steiger ◽

Rachel T. Fouladi

Keyword(s):

Computer Program ◽

Hypothesis Testing ◽

Sample Size ◽

Multiple Regression ◽

Interval Estimation ◽

Sample Size Estimation ◽

Size Estimation ◽

Power Calculations

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Interpreting moderated multiple regression: A comment on Van Iddekinge, Aguinis, Mackey, and DeOrtentiis (2018).

Journal of Applied Psychology ◽

10.1037/apl0000522 ◽

2021 ◽

Vol 106 (3) ◽

pp. 467-475

Author(s):

Jeffrey B. Vancouver ◽

Bruce W. Carlson ◽

Lindsay Y. Dhanani ◽

Cassandra E. Colton

Keyword(s):

Multiple Regression ◽

Moderated Multiple Regression

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Effect size, statistical power, and sample size for assessing interactions between categorical and continuous variables

British Journal of Mathematical and Statistical Psychology ◽

10.1111/bmsp.12147 ◽

2018 ◽

Vol 72 (1) ◽

pp. 136-154 ◽

Author(s):

Gwowen Shieh

Keyword(s):

Sample Size ◽

Effect Size ◽

Statistical Power ◽

Continuous Variables

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