Simultaneous Inference in Regression (PDF)

Name: Simultaneous Inference in Regression
Brand: Taylor & Francis
SKU: 127744191
Price: 103.99 EUR
Availability: OnlineOnly

(Sprache: Englisch)

Autor: Wei Liu

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With examples and MATLAB programs that make it easy to apply the methods to your own data analysis, this book provides a thorough overview of the construction methods and applications of simultaneous confidence bands for various inferential purposes. Most of the text covers normal-error linear regression models, although the author also describes the logistic regression model to show how simultaneous confidence bands can be constructed and used for generalized linear regression models. The MATLAB programs, along with color figures, are available for download on the author's website.

Autoren-Porträt von Wei Liu

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.