Complex Surveys Analysis of Categorical Data /

• Main Author: Mukhopadhyay, Parimal (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Subjects: Statistics.; Statistical Theory and Methods.; Statistics for Business/Economics/Mathematical Finance/Insurance.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.

The primary objective of this book is to study some of the research topics in the area of analysis of complex surveys which have not been covered in any book yet. It discusses the analysis of categorical data using three models: a full model, a log-linear model and a logistic regression model. It is...

Table of Contents:

• Chapter 1. Preliminaries
• Chapter 2. The Design-Effects and Mis-Specification Effects
• Chapter 3. Some Classical Models in Categorical Data Analysis
• Chapter 4. Analysis of Categorical Data under a Full Model
• Chapter 5. Analysis of Categorical Data under Log-Linear Models
• Chapter 6. Analysis of Categorical Data under Logistic Regression Model
• Chapter 7. Analysis in the Presence of Classification Errors
• Chapter 8. Approximate MLE’s from Survey Data.