Skip to main content

Ranked Set Sampling

Theory and Applications

  • Book
  • © 2004

Overview

  • The only book on this subject

Part of the book series: Lecture Notes in Statistics (LNS, volume 176)

This is a preview of subscription content, log in via an institution to check access.

Access this book

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (8 chapters)

Keywords

About this book

This monograph is the first book-length exposition of ranked set sampling. But, the subject matter is by no means new. The original notion of ranked set sampling, though not the technical term, was proposed by McIntyre in 1952. It was buried in the literature for quite a while. Its value was only re-discovered in recent years because of its cost-effective nature. Now, ranked set sampling has attracted practical interest in application areas such as agriculture, forestry, ecological and environmental science, and medical studies etc .. The theoretical foundations of the method has also been developed considerably, particularly during the last 15 years or so. A systematic exposition of the subject becomes necessary. This book covers every development of RSS since the birth of the original idea. Statistical inferences based on RSS are investigated from the originally intended estimation of a population mean to many more complicated pro­ cedures such as the inferences on smooth-function-of-means, quantiles and density functions, the distribution-free tests and regression analyses. Various variants of the original RSS scheme are explored, including RSS with imper­ fect judgment ranking or ranking by concomitant variables, adaptive RSS, multi-layer RSS and a variety of unbalanced RSS with certain optimalities.

Reviews

From the reviews:

"This comprehensive and up-to-date monograph covers, systematically and in simple language, the theory and applications of ranked set sampling (RSS), an improved technique related to traditional simple random sampling (SRS). Strong emphasis is placed on theoretical developments in RSS. In the meanwhile, the practical orientation and broad coverage will appeal to researchers and scientists working in sampling techniques, experimental designs, nonparametric statistics, and related fields...I would highly recommend this well-written and reasonably priced book." Techometrics, February 2005

"Ranked Set Sampling: Theory and Applications represents a major achievement, providing an up-to-date account of major research in ranked set sampling....this book would be a good addition to the library of anyone involved in statistical, environmental, and ecological research." Journal of the American Statistical Association, September 2005

"The book is well laid out with concepts well explained...Those who are recently getting interested in the topic will find it an excellent start." Biometrics, December 2005

"This is the first monograph on ranked set sampling (RSS). … The book presents a happy mixture of theory and applications. Indeed, theoretical foundations are provided with mathematical rigor, and various methods are illustrated by real or simulated data. … The book will be used as a common reference by statisticians as well as practitioners in agriculture, sociology, ecological and medical studies, etc. It can serve as a textbook for a short course at the graduate level." (Oleksandr Kukush, Zentralblatt MATH, Vol. 1045 (20), 2004)

"This comprehensive and up-to-date monograph covers, systematically and in simple language, the theory and applications of ranked set sampling (RSS) … . the practical orientation and broad coverage will appeal to researchers and scientists workingin sampling techniques, experimental designs, nonparametric statistics, and related fields. … I would highly recommend this well-written and reasonably priced book to researchers and practitioners, all of whom are likely to use one or more of the methods it discusses." (Chunming Zhang, Technometrics, Vol. 47 (1), February, 2005)

"This is the first book on the concept and applications of ranked set sampling. It provides a comprehensive review of the literature, and it includes many new results and novel applications. The mathematical rigor of the theoretical foundations makes it beneficial to researchers. The detailed description of various methods illustrated by real or simulated data makes it useful for scientists and practitioners … . It can serve as a reference book and as a textbook for a short course at the graduate level." (L'Enseignement Mathematique, Vol. 50 (1-2), 2004)

Authors and Affiliations

  • Department of Statistics and Applied Probability, National University of Singapore, Singapore, Republic of Singapore

    Zehua Chen, Zhidong Bai

  • Department of Mathematics and Statistics, University of Maryland Baltimore County, Baltimore, USA

    Bimal K. Sinha

Bibliographic Information

  • Book Title: Ranked Set Sampling

  • Book Subtitle: Theory and Applications

  • Authors: Zehua Chen, Zhidong Bai, Bimal K. Sinha

  • Series Title: Lecture Notes in Statistics

  • DOI: https://doi.org/10.1007/978-0-387-21664-5

  • Publisher: Springer New York, NY

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer Science+Business Media New York 2004

  • Softcover ISBN: 978-0-387-40263-5Published: 03 November 2003

  • eBook ISBN: 978-0-387-21664-5Published: 09 March 2013

  • Series ISSN: 0930-0325

  • Series E-ISSN: 2197-7186

  • Edition Number: 1

  • Number of Pages: XII, 227

  • Topics: Statistical Theory and Methods

Publish with us