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 ...

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 ...

The idea here is that the synthetic data does have an underlying, but complex, non-linear structure which can be predicted. All of the predictor values are between -1 and +1. There are 200 training ...

The idea here is that the synthetic data does have an underlying, but complex, non-linear structure which can be predicted. All of the predictor values are between -1.0 and +1.0. There are 200 ...