Logistic Regression with Missing Values in the Covariates (Lecture Notes in Statistics)

Vach, Werner:

ISBN 10: 0387942637 / ISBN 13: 9780387942636

Verlag: Springer New York, 1994

Beschreibung

158 Seiten nice ex library book Sprache: Englisch Gewicht in Gramm: 356 21,4 x 14,9 x 1,9 cm, Taschenbuch Auflage: Softcover reprint of the original 1st ed. 1994.

Bestandsnummer des Verkäufers 344220

Bibliografische Details

• Titel: Logistic Regression with Missing Values in the Covariates (Lecture Notes in Statistics)
• Verlag: Springer New York
• Erscheinungsjahr: 1994
• Sprache: Englisch
• ISBN-10: 0387942637
• ISBN-13: 9780387942636
• Einband: Softcover
• Zustand: Sehr gut
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Über diesen Titel

Inhaltsangabe

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.