Linear model theory
univariate, multivariate, and mixed models
- ISBN: 9780471214885
- Editorial: John Wiley & Sons Limited
- Fecha de la edición: 2006
- Lugar de la edición: New Jersey. Estados Unidos de Norteamérica
- Encuadernación: Cartoné
- Medidas: 24 cm
- Nº Pág.: 409
- Idiomas: Inglés
"Fundamentals of Multivariate Linear Models: Theory and Application" consists of five parts. Part 1 centers on brief, clear mathematical statements of notation, assumptions, and formulas. Real data examples illustrate and motivate students. Part 2 consists of mathematical prerequisites (matrix algebra and the fundamentals of multivariate statistical theory) and is based on the assumption that some students either have not learned this material already or will need to review it. Part 3 contains chapters on the multivariate Gaussian distribution and quadratic forms. Part 4 focuses on estimation and inference. Part 5 concentrates on study planning. Each section of the book contains homework assignments and exams that instructors may use for their classes, or that students can use to test their own knowledge.
