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Regression Analysis : Theory, Methods, and Applications - Ashish Sen

Regression Analysis

Theory, Methods, and Applications

Hardcover Published: 1st April 1997
ISBN: 9780387972114
Number Of Pages: 348

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This book gives an up-to-date, rigorous, and lucid treatment of the theory, methods, and applications of regression analysis. It is ideally suited for those interested in the theory of regression analysis as well as to those whose interests lie primarily with applications. It is further enhanced through real-life examples drawn from many disciplines showing the difficulties typically encountered in the practice of the craft of regression analysis. Consequently, this book provides a sound foundation in the theory of this important subject. "I found this to be the most complete and up-to-date regression text I have come across...this text has much to offer." "Journal of the American Statistical " "Association" "The material is presented in a lucid and easy-to-understand style...can be ranked as one of the best textbooks on regression in the market." "Mathematical Reviews" ..".a successful mix of theory and practice...It will serve nicely to teach both the logic behind regression and the data-analytic use of regression." "SIAM Review"

Industry Reviews

"I found this to be the most complete and up-to-date regression text I have come across...this text has much to offer."
-Journal of the American Statistical
Association
"The material is presented in a lucid and easy-to-understand style...can be ranked as one of the best textbooks on regression in the market."
-mathermatical Reviews
..".a successful mix of theory and practice...It will serve nicely to teach both the logic behind regression and the data-analytic use of regression."
-SIAM Review

Introduction
Multiple Regression
Tests and Confidence Regions
Indicator Variables
The Normality Assumption
Unequal Variances
Correlated Errors
Outliers and Influential Observations
Transformations
Multicollinearity
Variable Selection
Biased Estimation
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9780387972114
ISBN-10: 0387972110
Series: Lecture Notes in Statistics
Audience: General
Format: Hardcover
Language: English
Number Of Pages: 348
Published: 1st April 1997
Publisher: Springer-Verlag New York Inc.
Country of Publication: US
Dimensions (cm): 24.31 x 16.05  x 2.82
Weight (kg): 0.68
Edition Number: 4

Earn 339 Qantas Points
on this Book