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Simultaneous Inference in Regression - 9781439828090

Un libro in lingua di Wei Liu edito da Taylor & Francis, 2010

  • € 87.80
  • Il prezzo è variabile in funzione del cambio della valuta d’origine

This book for practitioners and researchers shows how to construct and use simultaneous confidence bands to make useful inferences in regression analysis. Most of the book focuses on normal-error linear regression methods. The first chapter reviews the normal-error linear regression models, while later chapters present simultaneous confidence bands for a simple regression line, a multiple linear regression model, and polynomial regression models. The book also shows how to use simultaneous confidence bands to assess part of a multiple linear regression model with the zero function, and how to compare two or more regression models. The final chapter demonstrates the use of simultaneous confidence bands in generalized linear regression models. Methods are illustrated with numerical examples in MATLAB. A companion website offers MATLAB programs and color figures for download. Readers should have previous courses in mathematical statistics covering basic concepts of inference and linear models and should be familiar with matrix algebra. Liu is affiliated with the University of Southampton, UK. Annotation ©2011 Book News, Inc., Portland, OR (booknews.com)

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