Methods and Applications of Linear Models: Regression and the Analysis of Variance

The new edition of this “essential desktop reference book . . . [that] should definitely be on your bookshelf” (Technometrics) features a newly reorganized approach to linear regression that promotes the understanding of theory and models concurrently, featuring newly-developed topics in the field and the use of software applications.

It includes:

• numerous exercises
• graphics and computations developed using JMP software
• a new chapter on recent developments with the distribution of linear and quadratic forms
• new topical coverage of least squares, the cell means model, and more

Keywords: Applied Probability & Statistics - Models, linear models, linear regression, analysis of variance, quantitative variables, quadratic forms, inference for linear models, fixed effect models, cell means models, AVE method, JMP software, statistics