Simultaneous Inference in Regression: 1st Edition (e-Book) book cover

Simultaneous Inference in Regression

1st Edition

By Wei Liu

CRC Press

292 pages

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Paperback: 9781138111684
pub: 2017-06-13
Hardback: 9781439828090
pub: 2010-10-19
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pub: 2010-10-19
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Simultaneous confidence bands enable more intuitive and detailed inference of regression analysis than the standard inferential methods of parameter estimation and hypothesis testing. Simultaneous Inference in Regression provides a thorough overview of the construction methods and applications of simultaneous confidence bands for various inferentia

Table of Contents

Introduction to Linear Regression Analysis. Confidence Bands for One Simple Regression Model. Confidence Bands for One Multiple Regression Model. Assessing Part of a Regression Model. Comparison of Two Regression Models. Comparison of More Than Two Regression Models. Confidence Bands for Polynomial Regression. Confidence Bands for Logistic Regression. Appendices. Bibliography. Index.

About the Author

Wei Liu is a professor of statistics at the University of Southampton, UK. Dr. Liu has published more than 80 papers in peer-reviewed journals, including Annals of Statistics, Journal of the American Statistical Association, Journal of the Royal Statistical Society, Biometrika, and Biometrics. His research encompasses multiple comparison, simultaneous inference, and sequential methods.

Subject Categories

BISAC Subject Codes/Headings:
MATHEMATICS / Probability & Statistics / General