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title | date | tags | |
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Which statistical test should I use? | 2019-02-09 |
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Choosing a suitable statistical test depends on the design of the experiment, notably the number and the type of variables. Following are the guides (or rather cheat sheets) that I have gathered so far.
Note: The previews are displayed in dark theme, but hi-res downloads are in light theme.
Parametric and non-parametric tests
{% cloudinary '20190209/parametric-non-parametric-preview.png' 'Common parametric and non-parametric tests' %}
Flowchart
{% cloudinary '20190209/statistical-test-flowchart-preview.png' 'Choose a statistical test using a flowchart' %}
Table
{% cloudinary '20190209/statistical-tests-table-preview.png' 'Statistical tests in a table view' %}
Credit: James D. Leeper, Ph.D. (University of Alabama) (Source)
Statistics mathematical symbols
{% cloudinary '20190209/statistics-mathematical-symbols-preview.png' 'Common mathematical symbols used in statistics' %}