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Linear/Logistic Regression for unknown values or how to get a good prior for new coefficients

Suppose, we model the probability of making holidays by country and town. The input data are people and how many people actually made holiday in that particular town: ...
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Why logistic regression example code does not port to linear regression example?

I am looking at this tutorial: https://www.dataquest.io/mission/74/getting-started-with-kaggle Following is the code for linear regression to predict, based on some variables, the survival of the ...
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