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| | Ordered beta regression can give you comparable, scale-free ATEs that can still be understood in the scale of the original data-all without using logs.
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| | A data science blog
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| | www.djmannion.net
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| Data are sometimes on a circular scale, such as the angle of an oriented stimulus, and the analysis of such data often needs to take this circularity into account. Here, we will look at how we can use PyMC to fit a model to circular data.