A First Course in Linear Model Theory - 9781439858059

CRC Press

A First Course in Linear Model TheoryAuthor(s): Nalini Ravishanker, Zhiyi Chi, Dipak K. Dey\nFormat: Hardback\nPublisher: Taylor & Francis Inc, United States\nImprint: Chapman & Hall/CRC\nISBN-13: 9781439858059, 978-1439858059\nSynopsis\nThoroughly updated throughout, A First Course in Linear Model Theory, Second Edition is an intermediate-level statistics text that fills an important gap by presenting the theory of linear statistical models at a level appropriate for senior undergraduate or first-year graduate students. With an innovative approach, the authors introduce to students the mathematical and statistical concepts and tools that form a foundation for studying the theory and applications of both univariate and multivariate linear models. In addition to adding R functionality, this second edition features three new chapters and several sections on new topics that are extremely relevant to the current research in statistical methodology. Revised or expanded topics incl.