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A Note on Cohen’s d From a Partitioned Linear Regression Model
Abstract
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.
Publication Type
Article
Author
Möller, Annette
Date Issued
2023
Faculty
Institute / Institution
Journal Title
Journal of statistical theory and practice
Volume
17
Issue
2
Page Start
1
Page End
11
Article Number
22
ISSN
1559-8608
1559-8616
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