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Title: Applied Linear Regression by Sanford Weisberg ISBN: 0-471-87957-6 Publisher: John Wiley & Sons Pub. Date: July, 1985 Format: Hardcover Volumes: 1 List Price(USD): $89.95 |
Average Customer Rating: 4.5 (2 reviews)
Rating: 4
Summary: Good overview
Comment: Weisberg's book is a good introduction/overview of the principal techniques used in linear models. However, in many situations, he leaves out many details and derivations and either directs the reader to the references or says nothing. I would have liked it if he had put in a few more mathematical derivations and had been more thorough in the discussion about collinearity and variable selection.
Rating: 5
Summary: An excellent introduction to linear regression
Comment: This book provides an excellent introduction to the application of linear regression models. Starting with the idea of studying "relationships between measurable variables", it develops the concepts behind simple and multiple linear regression, discusses interpretations of the output, proscribes diagnostics, discusses model building techniques, and touches other topics. It covers most of the material contained in Draper & Smith's _Applied Regression Analysis_, but in half the number of pages.
I would wholeheartedly endorse this book as a primary or supplemental text to an introductory course, or as a text for someone who wants to learn about linear regression on their own.
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Title: Modern Applied Statistics with S by Brian D. Ripley, William N. Venables ISBN: 0387954570 Publisher: Springer Verlag Pub. Date: 12 August, 2002 List Price(USD): $72.95 |
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Title: Regression Modeling Strategies by Frank E. Harrell ISBN: 0387952322 Publisher: Springer Verlag Pub. Date: 15 June, 2001 List Price(USD): $94.00 |
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Title: Numerical Analysis for Statisticians by Kenneth Lange, W. Hardle, S. Sheather ISBN: 0387949798 Publisher: Springer Verlag Pub. Date: 09 April, 1999 List Price(USD): $84.95 |
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Title: Mathematical Statistics and Data Analysis by John A. Rice ISBN: 0534209343 Publisher: Duxbury Press Pub. Date: 01 June, 1994 List Price(USD): $122.95 |
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Title: Econometric Analysis by William H. Greene, William H Greene ISBN: 0130661899 Publisher: Prentice Hall Pub. Date: 22 August, 2002 List Price(USD): $130.00 |
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