We’ll discuss both bivariate regression, which has one outcome variable and one explanatory variable, and multiple regression, which has one outcome variable and multiple explanatory variables. This ...

Although multiple regression is commonly used in such cases to test the individual effects of many explanatory variables on a continuous response, the inherent collinearity (multicollinearity) of ...

Although monotonic regression in one dimension is well studied, the question remains whether one can find computationally feasible generalizations to multiple dimensions. Here, we propose a ...