Acquire an understanding of the concepts surrounding 'collinearity'. Appreciate the indications and symptoms of collinearity in multivariable regression. Become aware of the available diagnostic tools ...

In the presence of multicollinearity ridge regression techniques result in estimated coefficients that are biased but have a smaller variance than ordinary least ...

This is a preview. Log in through your library . Abstract Multicollinearity is as serious a problem in non-linear regression as it is in linear regression, with the vectors of partial derivatives ...