Effect size and their sizes

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4 Terms

1
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Cohens D

Used for: Parametric tests

Small = 0.2

Medium = 0.5

Large = 0.8

2
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Pearsons R (correlation)

Used for: General correlation and non-parametrics

Small = 0.1

Medium = 0.3

Large = 0.5

3
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R²

Used for: Linear regression

Small = 0.02

Medium = 0.13

Large = 0.26

4
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Cramers V

Used for: Chi square independence and Goodness of fit

Small = 0.1

Medium = 0.3

Large = 0.5