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Bootstrap, Permutation, APA Statement Bookdown #33

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Remi-Gau opened this issue Nov 30, 2022 · 0 comments
Open

Bootstrap, Permutation, APA Statement Bookdown #33

Remi-Gau opened this issue Nov 30, 2022 · 0 comments
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@Remi-Gau
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Added as an issue for book keeping

Source:
https://brainhack-dallas.github.io/mini-brainhack-utd/#projects

Ekarin Pongpipat
Ekarin.Pongpipat@utdallas.edu

Goal: Create a book on creating a more informative APA statement using bootstrap and permutation testing

Description: Our current book uses a bare minimum APA statement. However, we would prefer to not promote this and would prefer to promote a “Gold” standard APA statement. We believe that the APA statement should include adjusted R-squared as a measure of effect size, its confidence interval (CI), bootstraped CI of the estimates, and permuted p-values. Ideally, in the book, we would write a chapter on each boostrapping, permutation, and then a chapter on APA Gold Standard

Tools: R (bookdown), GitHub

GitHub:
https://github.com/epongpipat/boot-perm-apa

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