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A Modern Approach to Regression with R (Springer Texts in Statistics) - Hardcover
Buch 35 von 111: Springer Texts in Statistics
Inhaltsangabe
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.
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A Modern Approach to Regression with R
Verlag:
Springer-Verlag New York Inc., 2009
ISBN 10: 0387096078
ISBN 13: 9780387096070
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Hardback. Zustand: Good. 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. Bestandsnummer des Verkäufers CIN0321385721G
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A Modern Approach to Regression with R
Verlag:
Springer-Verlag New York Inc., 2009
ISBN 10: 0387096078
ISBN 13: 9780387096070
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Hardcover
Anbieter: World of Books Inc, Montgomery, IL, USA
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Hardback. Zustand: Very Good. 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. Bestandsnummer des Verkäufers CIN0321385721VG
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A Modern Approach to Regression with R (Springer Texts in Statistics)
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A Modern Approach to Regression with R (Springer Texts in Statistics)
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ISBN 10: 0387096078
ISBN 13: 9780387096070
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Hardcover. Zustand: Very Good. Springer Texts in Statistics. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Bestandsnummer des Verkäufers 0387096078-8-1
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