Typically, a regression analysis is done for one of two purposes ... [1] Why is it valuable to be able to unravel linear relationships? Some interesting relationships are linear, essentially all ...
The learning rate (left axis; as reciprocal of the number of trials to acquisition, right axis) plotted against the mutual information (log2 of informativeness) for the 14 groups. Note. The criterion ...
Topics include simple and multiple regression; linear models with categorical explanatory variables; model diagnostics; inference for linear models; polynomial regression; models for time dependence; ...