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Are the parameters (the beta's) that result from a ridge regression interpretable as we normally do with canonical linear regression? Can I use them to test hypothesis? Or is ridge regression something that can be used only for Machine Learning (i.e. prediction) tasks?

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  • $\begingroup$ @kjetilbhalvorsen agreed that this is duplicate, but just to fill-in what is implicit: ridge regression is a type of regularization, and inference is used when testing hypotheses $\endgroup$
    – Mark White
    Apr 16, 2019 at 15:00

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