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Linear models : an integrated approach / Debasis Sengupta, Sreenivasa Rao Jammalamadaka.
- Format:
- Book
- Author/Creator:
- Sengupta, Debasis.
- Series:
- Series on multivariate analysis ; v. 6.
- Series on multivariate analysis ; vol. 6
- Language:
- English
- Subjects (All):
- Linear models (Statistics).
- Analysis of covariance.
- Regression analysis.
- Physical Description:
- 1 online resource (646 p.)
- Edition:
- 1st ed.
- Place of Publication:
- River Edge, N.J. : World Scientific, c2003.
- Language Note:
- English
- Summary:
- Linear Models: An Integrated Approach aims to provide a clearand deep understanding of the general linear model using simplestatistical ideas. Elegant geometric arguments are also invoked asneeded and a review of vector spaces and matrices is provided to makethe treatment self-contained.
- Contents:
- Preface; Contents; Glossary of Abbreviations; Glossary of Matrix Notations; Chapter 1 Introduction; Chapter 2 Review of Linear Algebra; Chapter 3 Review of Statistical Results; Chapter 4 Estimation in the Linear Model; Chapter 5 Further Inference in the Linear Model; Chapter 6 Analysis of Variance in Basic Designs; Chapter 7 General Linear Model; Chapter 8 Misspecified or Unknown Dispersion; Chapter 9 Updates in the General Linear Model; Chapter 10 Multivariate Linear Model; Chapter 11 Linear Inference - Other Perspectives; Solutions to Odd-Numbered Exercises; Bibliography and Author Index
- Index
- Notes:
- Description based upon print version of record.
- Includes bibliographical references (p. 587-606) and index.
- ISBN:
- 9786611347758
- 9781281347756
- 1281347752
- 9789812564900
- 981256490X
- OCLC:
- 475941212
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