Linear Regression Analysis by G A F Seber

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Linear Regression Analysis by G A F Seber

An extensive treatment of a key method in the statistician's toolbox

For more than two decades, the First Edition of Linear Regression Analysis has been an authoritative resource for one of the most common methods of handling statistical data. There have been many advances in the field over the last twenty years, including the development of more efficient and accurate regression computer programs, new ways of fitting regressions, and new methods of model selection and prediction. Linear Regression Analysis, Second Edition, revises and expands this standard text, providing extensive coverage of state-of-the-art theory and applications of linear regression analysis.

Requiring no specialized knowledge beyond a good grasp of matrix algebra and some acquaintance with straight-line regression and simple analysis of variance models, this new edition features:

  • Up-to-date accounts of computational methods and algorithms currently in use without getting entrenched in minor computing details
  • A careful and detailed survey of the research literature, making this a highly useful reference
  • Expanded coverage of diagnostics, and more discussion of methods of model fitting, model selection and prediction
  • More than 200 problems throughout the book plus outline solutions

Concise, mathematically clear, and comprehensive, Linear Regression Analysis, Second Edition, serves as both a reliable reference for the practitioner and a valuable textbook for the student.

Seber, George A. F.: - GEORGE A.F. SEBER is an Emeritus Professor of Statistics and held the foundation Chair in Statistics at Auckland University for several decades. He has a PhD in statistics and was elected a Fellow of the Royal Society NZ in 1997. In 1999 he was awarded the society's Hector Medal in Information Science. In his later years he trained as a counsellor at Laidlaw College to obtain a Diploma in Counselling from Laidlaw College and has been counselling for 17 years. He is also qualified as a supervisor of counselors and a member of the Christian Counsellors Association (NZCA). George is the author or co-author of 17 mathematical statistics books (mainly published with Wiley and Springer) with one translated into Chinese and Russian, and another into Portuguese. He also has an extensive 638 page counseling book entitled Counseling Issues: A handbook for Counselors and Psychotherapists (self-published), a Christian apologetics book entitled Can We Believe It?: Evidence for Christianity, and a short booklet entitled Coping with Dying: Death of a Loved One. He has been a member and musician at Windsor Park Baptist Church for many years, and he and his wife ran a divorce recovery programme called New Start there for several years. Currently he is involved there as a regular speaker with an apologetics programme called Reasons for Faith. www.george-af-seber.com
SKU Unavailable
ISBN 13 9780471019671
ISBN 10 0471019674
Title Linear Regression Analysis
Author G A F Seber
Series Probability And Mathematical Statistics S
Condition Unavailable
Binding Type Hardback
Publisher John Wiley and Sons Ltd
Year published 1977-01-27
Number of pages 486
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.