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Categorical variables with large number of levels, and statistical methods for working with such variables (example: fused lasso).

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Dealing with over 1000 categorical values (which are also a unique identifiers)

I am preparing my dataset for a logistic regression and need to check how best to handle a column with categorical values. As the dataset is for sales transactions, the column in question is the uniqu …
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