Logistic Regression with Missing Values in the Covariates

Name: Logistic Regression with Missing Values in the Covariates
Brand: Springer-Verlag New York Inc.
SKU: 9780387942636
Price: 1147 CZK
Availability: InStock

Autor: Werner Vach

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer-Verlag New York Inc.

Dostupnost: Skladem u dodavatele

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In many areas of science a basic task is to assess the influence of several factors on a quantity of...

Informace o knize

Autor

Werner Vach

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

1994

Stránek

139

EAN

9780387942636

ISBN

0387942637

Enbook ID

06793762

Vydavatel

Springer-Verlag New York Inc.

Hmotnost

265

Rozměry

155 x 235 x 11

Kompletní popis

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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Logistic Regression with Missing Values in the Covariates

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Kompletní popis

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