Linear models

This popular book now in its second edition provides an up-to-date account of the theory and applications of linear models. Some new features of this second edition are: sections on neural networks, regression-like equations in econometrics, regression diagnostics for removing an observation with animating graphics, and a new chapter devoted to software available for the models covered in the book. Some chapters have also been completely rewritten to include new results in the area.