Idioma: Inglés
Publicado por Springer (edition Springer Texts in Statistics), 2009
ISBN 10: 0387096078 ISBN 13: 9780387096070
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Añadir al carritoCondición: Good. [ No Hassle 30 Day Returns ][ Ships Daily ] [ Underlining/Highlighting: NONE ] [ Writing: NONE ] [ Edition: first ] Publisher: Springer Pub Date: 3/11/2009 Binding: Hardcover Pages: 393 first edition.
Idioma: Inglés
Publicado por Springer, New York, NY, 2009
ISBN 10: 0387096078 ISBN 13: 9780387096070
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Añadir al carritoHard cover. Condición: Fine. No dust jacket. Text in English. Sewn binding. Cloth over boards. 392 p. Contains: Illustrations, black & white, Tables, black & white, Figures, Charts. Springer Texts in Statistics. Audience: General/trade. No previous owner's name. Clean, tight pages. No bent corners. EB 51.
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Añadir al carritoBuch. Condición: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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.
ISBN 10: 0387096078 ISBN 13: 9780387096070
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Idioma: Inglés
Publicado por Palgrave Macmillan UK Mrz 2009, 2009
ISBN 10: 0387096078 ISBN 13: 9780387096070
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
EUR 90,94
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Añadir al carritoBuch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 393 pp. Englisch.