Linear regression analysis / George A.F. Seber, Alan J. Lee.
Series: Wiley series in probability and statisticsPublication details: Hoboken, N.J. : Wiley-Interscience, ©2003.Edition: Second editionDescription: 1 online resource (xvi, 557 pages) : illustrationsContent type:- text
- computer
- online resource
- 9780471722199
- 0471722197
- 1118274423
- 9781118274422
- Regression analysis
- Linear regression
- Mathematics
- Analyse de régression
- MATHEMATICS -- Probability & Statistics -- Regression Analysis
- Regression analysis
- Lineaire regressie
- Regressieanalyse
- Modelos lineares
- Análise de regressão e de correlação
- Análise multivariada
- Pesquisa e planejamento estatístico
- 519.5/36 22
- QA278.2 .S4 2003
| Item type | Current library | Home library | Call number | Materials specified | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|---|---|
| AM | PERPUSTAKAAN TUN SERI LANANG | PERPUSTAKAAN TUN SERI LANANG KOLEKSI AM-P. TUN SERI LANANG (ARAS 5) | ebook (Browse shelf(Opens below)) | 1 | Available |
Includes bibliographical references (pages 531-548) and index.
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.
'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.
Online resource; title from title screen (viewed Jan. 31, 2012).
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