UID:
almafu_9959327837402883
Format:
1 online resource (xvi, 557 pages) :
,
illustrations
Edition:
Second edition.
ISBN:
9780471722199
,
0471722197
,
1118274423
,
9781118274422
Content:
"Concise, mathematically clear, and comprehensive treatment of the subject.* Expanded coverage of diagnostics and methods of model fitting.* Requires no specialized knowledge beyond a good grasp of matrix algebra and some acquaintance with straight-line regression and simple analysis of variance models.* More than 200 problems throughout the book plus outline solutions for the exercises.* This revision has been extensively class-tested"--Provided by publisher.
Note:
Front Matter -- Vectors of Random Variables -- Multivariate Normal Distribution -- Linear Regression: Estimation and Distribution Theory -- Hypothesis Testing -- Confidence Intervals and Regions -- Straight-Line Regression -- Polynomial Regression -- Analysis of Variance -- Departures from Underlying Assumptions -- Departures from Assumptions: Diagnosis and Remedies -- Computational Algorithms for Fitting a Regression -- Prediction and Model Selection -- Appendix A: Some Matrix Algebra -- Appendix B: Orthogonal Projections -- Appendix C: Tables -- Outline Solutions to Selected Exercises -- References -- Index -- Wiley Series in Probability and Statistics.
Additional Edition:
Print version: Seber, G.A.F. (George Arthur Frederick), 1938- Linear regression analysis. Hoboken, N.J. : Wiley-Interscience, ©2003 ISBN 0471415405
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
;
Electronic books.
;
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780471722199
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780471722199
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780471722199
