Here the last column is my response variable. I have four predictors that are ordinal. How best to code them to preserve their "ordinal" properties?
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There are a few related posts that may help you, for instance: [Multinomial logit regression with ordinal independent variables](https://stats.stackexchange.com/q/70482), [Logistic regression and ordinal independent variables](https://stats.stackexchange.com/q/101511), or [Ordinal response and ordinal predictors](https://stats.stackexchange.com/q/336890). By the way, there are also posts regarding the [visualization of the relation](https://stats.stackexchange.com/q/56322). – Ertxiem - reinstate Monica May 05 '19 at 23:53
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You can categorize them into the numerical ordering so it might help you with the calculation while building the model from the scratch. – ARPIT RATHORE May 10 '19 at 09:19