Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.

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Something wrong with my implementation of the bias/variance diagnostic in polynomial regression

I'm trying to diagnosing bias/variance so I have the below Octavecode: ...
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Categorizing Continuous Random Variable in Logistic Regression

I have a Bernoulli response variable and I am going to fit a logistic regression. One of my independent variables is a continuous random variable and I would like to categorize it before fitting the ...