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Logistic Regression with Missing Values in the Covariates
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Logistic Regression with Missing Values in the Covariates Paperback - 1994

by Werner Vach


From the publisher

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.

Details

  • Title Logistic Regression with Missing Values in the Covariates
  • Author Werner Vach
  • Binding Paperback
  • Edition Softcover reprin
  • Pages 139
  • Volumes 1
  • Language ENG
  • Publisher Springer
  • Date 1994-04-08
  • ISBN 9780387942636 / 0387942637
  • Weight 0.5 lbs (0.23 kg)
  • Dimensions 9.21 x 6.14 x 0.33 in (23.39 x 15.60 x 0.84 cm)
  • Library of Congress subjects Regression analysis, Estimation theory
  • Library of Congress Catalog Number 94000247
  • Dewey Decimal Code 519.536
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Logistic Regression with Missing Values in the Covariates (Lecture Notes in Statistics)
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Logistic Regression with Missing Values in the Covariates (Lecture Notes in Statistics)

by Werner Vach

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Logistic Regression With Missing Values in the Covariates
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Logistic Regression With Missing Values in the Covariates

by Vach, Werner

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Logistic Regression with Missing Values in the Covariates
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Logistic Regression with Missing Values in the Covariates

by Werner Vach

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Paperback / softback. New. 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.
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Logistic Regression with Missing Values in the Covariates
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Logistic Regression with Missing Values in the Covariates

by Werner Vach

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

by Werner Vach

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Logistic Regression with Missing Values in the Covariates (Lecture Notes in Statistics, 86)
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Logistic Regression with Missing Values in the Covariates (Lecture Notes in Statistics, 86)

by Vach, Werner

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