Logistic Regression with Missing Values in the Covariates: 86 (Lecture Notes in Statistics, 86) - Tapa blanda

Vach, Werner

 
9780387942636: Logistic Regression with Missing Values in the Covariates: 86 (Lecture Notes in Statistics, 86)
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ISBN 10: 0387942637 ISBN 13: 9780387942636
Editorial: Springer New York, 1994

Sinopsis

In many areas of science a basic task is to assess the influence of several factors on a quantity of interest. If this quantity is binary logistic, regression models provide a powerful tool for this purpose. This monograph presents an account of the use of logistic regression in the case where missing values in the variables prevent the use of standard techniques. Such situations occur frequently across a wide range of statistical applications.
The emphasis of this book is on methods related to the classical maximum likelihood principle. The author reviews the essentials of logistic regression and discusses the variety of mechanisms which might cause missing values while the rest of the book covers the methods which may be used to deal with missing values and their effectiveness. Researchers across a range of disciplines and graduate students in statistics and biostatistics will find this a readable account of this.

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Reseña del editor

In many areas of science a basic task is to assess the influence of several factors on a quantity of interest. If this quantity is binary logistic, regression models provide a powerful tool for this purpose. This monograph presents an account of the use of logistic regression in the case where missing values in the variables prevent the use of standard techniques. Such situations occur frequently across a wide range of statistical applications.
The emphasis of this book is on methods related to the classical maximum likelihood principle. The author reviews the essentials of logistic regression and discusses the variety of mechanisms which might cause missing values while the rest of the book covers the methods which may be used to deal with missing values and their effectiveness. Researchers across a range of disciplines and graduate students in statistics and biostatistics will find this a readable account of this.

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Editorial
Springer New York
Año de publicación
1994
Idioma
Inglés
ISBN 10 
0387942637
ISBN 13 
9780387942636
Encuadernación
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Número de páginas
158
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
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Hamburg
Alemania

Otras ediciones populares con el mismo título

9781461226512: Logistic Regression with Missing Values in the Covariates

Edición Destacada

ISBN 10:  1461226511 ISBN 13:  9781461226512
Editorial: Springer, 2011
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