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Introduction to Linear Regression Analysis. 5th Edition ...推荐
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More information from /reports/2174015/
Introduction to Linear Regression Analysis. 5th Edition. Wiley Series in
Probability and Statistics
Description: Praise for the Fourth Edition
As with previous editions, the authors have produced a leading textbook on regression.
Journal of the American Statistical Association
A comprehensive and up–to–date introduction to the fundamentals of regression analysis
Introduction to Linear Regression Analysis, Fifth Edition continues to present both the conventional and less
common uses of linear regression in todays cutting–edge scientific research. The authors blend both theory
and application to equip readers with an understanding of the basic principles needed to apply regression
model–building techniques in various fields of study, including engineering, management, and the health
sciences.
Following a general introduction to regression modeling, including typical applications, a host of technical
tools are outlined such as basic inference procedures, introductory aspects of model adequacy checking,
and polynomial regression models and their variations. The book then discusses how transformations and
weighted least squares can be used to resolve problems of model inadequacy and also how to deal with
influential observations. The Fifth Edition features numerous newly added topics, including:
A chapter on regression analysis of time series data that presents the Durbin–Watson test and other
techniques for detecting autocorrelation as well as parameter estimation in time series regression models
Regression models with random effects in addition to a discussion o
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