A Modern Approach to Regression with R

Lingua: inglese

Editore: Springer-Verlag New York Inc., 2010

1441918728 / 9781441918727

Serie: Libro 35 di 111 - Springer Texts in Statistics

Da: World of Books (was SecondSale), Montgomery, IL, U.S.A.World of Books (was SecondSale)

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Descrizione dell’articolo da parte del venditore

This book focuses on tools and techniques for building regression models using real-world data and assessing their validity. A key theme throughout the book is that it makes sense to base inferences or conclusions only on valid models. Plots are shown to be an important tool for both building regression models and assessing their validity. We shall see that deciding what to plot and how each plot should be interpreted will be a major challenge. In order to overcome this challenge we shall need to understand the mathematical properties of the fitted regression models and associated diagnostic procedures. As such this will be an area of focus throughout the book. In particular, we shall carefully study the properties of resi- als in order to understand when patterns in residual plots provide direct information about model misspecification and when they do not. The regression output and plots that appear throughout the book have been gen- ated using R. The output from R that appears in this book has been edited in minor ways. On the book web site you will find the R code used in each example in the text.…

Codice articolo 00109052018

Titolo
A Modern Approach to Regression with R
Autore
Simon Sheather
Editore
Springer-Verlag New York Inc.
Anno di pubblicazione
2010
Condizione
Very Good
Rilegatura
Paperback
Lingua
inglese
ISBN 10
1441918728
ISBN 13
9781441918727
Serie
Libro 35 di 111: Springer Texts in Statistics

World of Books (was SecondSale)

Montgomery, IL, U.S.A.

Venditore con 5 stelle

Venditore AbeBooks dal 20 dicembre 2007

Tariffe di spedizione nazionale per U.S.A.

ArticoloDa 4 a 12 giorni lavorativiDa 3 a 6 giorni lavorativi
Primo articoloEUR 0,00EUR 9,67
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