Complex Surveys: Analysis Of Categorical Data by Parimal MukhopadhyayComplex Surveys: Analysis Of Categorical Data by Parimal Mukhopadhyay

Complex Surveys: Analysis Of Categorical Data

byParimal Mukhopadhyay

Paperback | May 30, 2018

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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 a valuable resource for survey statisticians and practitioners in the field of sociology, biology, economics, psychology and other areas who have to use these procedures in their day-to-day work. It is also useful for courses on sampling and complex surveys at the upper-undergraduate and graduate levels. 

The importance of sample surveys today cannot be overstated. From voters' behaviour to fields such as industry, agriculture, economics, sociology, psychology, investigators generally resort to survey sampling to obtain an assessment of the behaviour of the population they are interested in. Many large-scale sample surveys collect data using complex survey designs like multistage stratified cluster designs. The observations using these complex designs are not independently and identically distributed - an assumption on which the classical procedures of inference are based. This means that if classical tests are used for the analysis of such data, the inferences obtained will be inconsistent and often invalid. For this reason, many modified test procedures have been developed for this purpose over the last few decades.
PARIMAL MUKHOPADHYAY is a former professor of statistics at the Indian Statistical Institute, Kolkata, India. He received his PhD degree in statistics from the University of Calcutta in 1977. He also served as a faculty member at the University of Ife, Nigeria, Moi University, Kenya, University of South Pacific, Fiji Islands and held v...
Title:Complex Surveys: Analysis Of Categorical DataFormat:PaperbackDimensions:248 pagesPublished:May 30, 2018Publisher:Springer NatureLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:9811092729

ISBN - 13:9789811092725


Table of Contents

Chapter 1. Preliminaries.- Chapter 2. The Design-Effects and Mis-Speciï¬cation 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 Classiï¬cation Errors.- Chapter 8. Approximate MLE's from Survey Data.