Randomized Response: Theory and Techniques

by Arijit Chaudhuri, Rahul Mukerjee

Overview

Offering a concise account of the most appropriate and efficient procedures for analyzing data from queries dealing with sensitive and confidential issues- including the first book-length treatment of infinite and finite population set-ups - this volume begins with the simplest problems, complete with their properties and solutions, and proceeds to incrementally more difficult topics. Randomized Response is mandatory reading for statisticians and biostatisticians, market researchers, operations researchers, pollsters, sociologists, political scientists, economists and advanced undergraduate and graduate students in these areas.

Product Details

ISBN-13:	9781351419833
Publisher:	CRC Press
Publication date:	10/28/2020
Series:	Statistics: A Series of Textbooks and Monographs
Sold by:	Barnes & Noble
Format:	eBook
Pages:	184
File size:	8 MB

About the Author

Arijit Chaudhuri is a Professor serving in the Computer Science Unit of Applied Statitsics Surveys and Computing Division at the Indian Statisitical Institute in Calcutta. Rahul Mukerjee is a faculty member in the Divison of Theoretical Statistics and Mathematics at the Indian Statistical Institure in Calcultta.

Table of Contents

1 Introduction to Randomized Response: The Warner Model, 2 The Unrelated-Question Model, 3 Polychotomous Population and Multiattribute Situations, 4 Techniques for Quantitative Characters, 5 Efficient Estimation and Protection of Privacy, 6 Miscellaneous Topics on RR Techniques, 7 RR in a Finite Population Setting: A Unified Approach; Sampling with Varying Probabilities, 8 Application of RRT and Concluding Remarks, 9 Case Studies

Editorial Reviews

"Statisticians, operations researchers, pollsters, marketing researchers, sociologists, political scientists, economists, and graduate students will benefit from this wonderful book."
-Journal of Statistical Computation and Simulation

From the Publisher