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Re:What's wrong with social science and how to fix it by selectionbias on Saturday September 12, 2020 @09:36AM (#24452309)
(Ignore my previous reply I found it myself). To be fair to the authors, it is not their primary specification, that was a linear probability model. The logit model is just a robustness check to make sure the linearity assumption isn't driving the results.
Re:What's wrong with social science and how to fix it by ims on Saturday September 12, 2020 @01:53PM (#24454141)
Yes, the primary specification was a linear probability model for the likelihood of a binary dependent variable conditioned on two binary input variables. As far as I could tell, the fit was max likelihood without regularization and the paper's bombshell conclusion was based on the regression coefficients' p-values.

The Stata thing was just one of many, many red flags.

Re:What's wrong with social science and how to fix it by gwern on Saturday September 12, 2020 @12:33PM (#24453614)
When your robustness check fails because of numerical overflow...