Linear Models; Least Squares and Alternatives

This text provides an up-to-date account of the theory and applications of linear models. Topics include: sensitivity analysis and model selection; analysis of categorical data based on logic, loglinear and logistic regression models; incomplete data sets; and matrix theory.