Multiple regression is a broader class of regression analysis, which encompasses both linear and nonlinear regressions with multiple explanatory variables. Regression analysis is a statistical ...

Often, regression models that appear nonlinear upon first glance are actually linear. The curve estimation procedure can be used to identify the nature of the functional relationships at play in ...

Data mining focuses on extracting knowledge from large data sources. The course covers data mining concepts ... linear and nonlinear regression models and linear and nonlinear classification models.

A non-linear regression analysis program for describing electrophysiological data with multiple functions using Microsoft Excel. Comput. Methods Programs Biomed. 82 , 51–57 (2006).

Linear and nonlinear regression both track a particular response from a set of variables. ... For complex connections between data, the relationship might be explained by more than one variable.