A Note on Cohen's d From a Partitioned Linear Regression Model
Groß J, Möller AC (2023)
Journal of Statistical Theory and Practice 17(2): 22.
Zeitschriftenaufsatz
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Autor*in
Groß, Jürgen;
Möller, Annette ChristineUniBi 

Abstract / Bemerkung
In this note, we introduce a generalized formula for Cohen's d under the presence of additional independent variables, providing a measure for the size of a possible effect concerning the size of a difference location effect of a variable in two groups. This is done by employing the so-called Frisch-Waugh-Lovell theorem in a partitioned linear regression model. The generalization is motivated by demonstrating the relationship to appropriate t and F statistics. Our discussion is further illustrated by inference about a publicly available data set.
Stichworte
Hypothesis testing;
Effect size;
Cohen's d;
Partitioned linear;
regression;
Frisch-Waugh-Lovell theorem;
Multivariate normal;
distribution
Erscheinungsjahr
2023
Zeitschriftentitel
Journal of Statistical Theory and Practice
Band
17
Ausgabe
2
Art.-Nr.
22
ISSN
1559-8608
eISSN
1559-8616
Page URI
https://pub.uni-bielefeld.de/record/2969855
Zitieren
Groß J, Möller AC. A Note on Cohen's d From a Partitioned Linear Regression Model. Journal of Statistical Theory and Practice. 2023;17(2): 22.
Groß, J., & Möller, A. C. (2023). A Note on Cohen's d From a Partitioned Linear Regression Model. Journal of Statistical Theory and Practice, 17(2), 22. https://doi.org/10.1007/s42519-023-00323-w
Groß, Jürgen, and Möller, Annette Christine. 2023. “A Note on Cohen's d From a Partitioned Linear Regression Model”. Journal of Statistical Theory and Practice 17 (2): 22.
Groß, J., and Möller, A. C. (2023). A Note on Cohen's d From a Partitioned Linear Regression Model. Journal of Statistical Theory and Practice 17:22.
Groß, J., & Möller, A.C., 2023. A Note on Cohen's d From a Partitioned Linear Regression Model. Journal of Statistical Theory and Practice, 17(2): 22.
J. Groß and A.C. Möller, “A Note on Cohen's d From a Partitioned Linear Regression Model”, Journal of Statistical Theory and Practice, vol. 17, 2023, : 22.
Groß, J., Möller, A.C.: A Note on Cohen's d From a Partitioned Linear Regression Model. Journal of Statistical Theory and Practice. 17, : 22 (2023).
Groß, Jürgen, and Möller, Annette Christine. “A Note on Cohen's d From a Partitioned Linear Regression Model”. Journal of Statistical Theory and Practice 17.2 (2023): 22.
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