A Modern Approach to Regression with R

Simon Sheather

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Langue : anglais

Edité par Springer-Verlag New York Inc., 2009

0387096078 / 9780387096070

Série : Livre 35 sur 111 - Springer Texts in Statistics

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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.

N° de réf. du vendeur CIN0321385721G

Titre
A Modern Approach to Regression with R
Auteur
Simon Sheather
Éditeur
Springer-Verlag New York Inc.
Année de publication
2009
État de l'article
Good
Reliure
Hardback
Langue
anglais
ISBN à 10 chiffres
0387096078
ISBN à 13 chiffres
9780387096070
Série
Livre 35 sur 111: Springer Texts in Statistics

World of Books Inc

Montgomery, IL, Etats-Unis

Vendeur avec une évaluation de 2 étoiles

Vendeur AbeBooks depuis 23 mars 2026

Frais d'expédition à l'intérieur de ce pays : Etats-Unis

Article4 à 12 jours ouvrés3 à 6 jours ouvrés
Premier articleEUR 0,00EUR 9,44
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