Logistic Regression with Missing Values in the Covariates is popular PDF and ePub book, written by Werner Vach in 2012-12-06, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Logistic Regression with Missing Values in the Covariates can be Read Online from any device for your convenience.
Logistic Regression with Missing Values in the Covariates Book PDF Summary
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.
Detail Book of Logistic Regression with Missing Values in the Covariates PDF
- Author : Werner Vach
- Release : 06 December 2012
- Publisher : Springer Science & Business Media
- ISBN : 9781461226505
- Genre : Mathematics
- Total Page : 152 pages
- Language : English
- PDF File Size : 11,8 Mb
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