Logistic Regression with Missing Values in the Covariates
Werner Vach
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Description for Logistic Regression with Missing Values in the Covariates
Paperback. Series: Lecture Notes in Statistics. Num Pages: 148 pages, biography. BIC Classification: PBT. Category: (P) Professional & Vocational. Dimension: 234 x 156 x 8. Weight in Grams: 229.
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 ... Read more
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 ... Read more
Product Details
Format
Paperback
Publication date
1994
Publisher
Springer-Verlag New York Inc. United States
Number of pages
148
Condition
New
Series
Lecture Notes in Statistics
Number of Pages
139
Place of Publication
New York, NY, United States
ISBN
9780387942636
SKU
V9780387942636
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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