I would like to conduct a multivariate regression analysis on patient data using essentially the following setup:

Dependent: a continuous variable

Independent: several categorical and continuous variables.

So I want to check whether any of the independent variable(s) predict the continuous dependent variable using the regression model.

The data is most likely non-linear. What options do I have for the type of regression I can carry out?

Dependent: a continuous variable

Independent: several categorical and continuous variables.

So I want to check whether any of the independent variable(s) predict the continuous dependent variable using the regression model.

The data is most likely non-linear. What options do I have for the type of regression I can carry out?

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