This study examined the differing conclusions one may come to depending upon the type of analysis chosen, hierarchical linear modeling or ordinary least squares (OLS) regression. To illustrate this ...
For the multiple linear regression model, regions in the parameter space are constructed, in which the ridge estimator with a given value of the biasing parameter is preferred to the OLS estimator and ...