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Ranked Set Sampling

Ranked Set Sampling
65 Years Improving the Accuracy in Data Gathering

by Carlos N. Bouza-Herrera,Amer Ibrahim Falah Al-Omari

  • Publisher : Academic Press
  • Release : 2018-10-16
  • Pages : 314
  • ISBN : 0128156937
  • Language : En, Es, Fr & De
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Ranked Set Sampling: 65 Years Improving the Accuracy in Data Gathering is an advanced survey technique which seeks to improve the likelihood that collected sample data presents a good representation of the population and minimizes the costs associated with obtaining them. The main focus of many agricultural, ecological and environmental studies is the development of well designed, cost-effective and efficient sampling designs, giving RSS techniques a particular place in resolving the disciplinary problems of economists in application contexts, particularly experimental economics. This book seeks to place RSS at the heart of economic study designs. Focuses on how researchers should manipulate RSS techniques for specific applications Discusses RSS performs in popular statistical models, such as regression and hypothesis testing Includes a discussion of open theoretical research problems Provides mathematical proofs, enabling researchers to develop new models

Ranked Set Sampling

Ranked Set Sampling
Theory and Applications

by Zehua Chen,Zhidong Bai,Bimal Sinha

  • Publisher : Springer Science & Business Media
  • Release : 2013-03-09
  • Pages : 227
  • ISBN : 0387216642
  • Language : En, Es, Fr & De
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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 detailed description of various methods illustrated by real or simulated data makes it useful for scientists and practitioners in application areas such as agriculture, forestry, sociology, ecological and environmental science, and medical studies. It can serve as a reference book and as a textbook for a short course at the graduate level.

Ranked Set Sampling

Ranked Set Sampling
A Book

by Munir Ahmad,M. Hanif,Hassen A. Muttlak

  • Publisher : Cambridge Scholars Publishing
  • Release : 2010-09-13
  • Pages : 240
  • ISBN : 1443825220
  • Language : En, Es, Fr & De
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Ranked Set Sampling is one of the new areas of study in this region of the world and is a growing subject of research. Recently, researchers have paid attention to the development of the types of sampling; though it was not welcome in the beginning, it has numerous advantages over the classical sampling techniques. Ranked Set Sampling is doubly random and can be used in any survey designs. The Pakistan Journal of Statistics had attracted statisticians and samplers around the world to write up aspects of Ranked Set Sampling. All of the essays in this book have been reviewed by many critics. This volume can be used as a reference book for postgraduate students in economics, social sciences, medical and biological sciences, and statistics. The subject is still a hot topic for MPhil and PhD students for their dissertations.

Handling Missing Data in Ranked Set Sampling

Handling Missing Data in Ranked Set Sampling
A Book

by Carlos N. Bouza-Herrera

  • Publisher : Springer Science & Business Media
  • Release : 2013-10-04
  • Pages : 116
  • ISBN : 3642398995
  • Language : En, Es, Fr & De
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​The existence of missing observations is a very important aspect to be considered in the application of survey sampling, for example. In human populations they may be caused by a refusal of some interviewees to give the true value for the variable of interest. Traditionally, simple random sampling is used to select samples. Most statistical models are supported by the use of samples selected by means of this design. In recent decades, an alternative design has started being used, which, in many cases, shows an improvement in terms of accuracy compared with traditional sampling. It is called Ranked Set Sampling (RSS). A random selection is made with the replacement of samples, which are ordered (ranked). The literature on the subject is increasing due to the potentialities of RSS for deriving more effective alternatives to well-established statistical models. In this work, the use of RSS sub-sampling for obtaining information among the non respondents and different imputation procedures are considered. RSS models are developed as counterparts of well-known simple random sampling (SRS) models. SRS and RSS models for estimating the population using missing data are presented and compared both theoretically and using numerical experiments.

Ranked Set Sampling

Ranked Set Sampling
65 Years Improving the Accuracy in Data Gathering

by Carlos N. Bouza-Herrera,Amer Ibrahim Falah Al-Omari

  • Publisher : Academic Press
  • Release : 2018-10-16
  • Pages : 314
  • ISBN : 0128156937
  • Language : En, Es, Fr & De
GET BOOK

Ranked Set Sampling: 65 Years Improving the Accuracy in Data Gathering is an advanced survey technique which seeks to improve the likelihood that collected sample data presents a good representation of the population and minimizes the costs associated with obtaining them. The main focus of many agricultural, ecological and environmental studies is the development of well designed, cost-effective and efficient sampling designs, giving RSS techniques a particular place in resolving the disciplinary problems of economists in application contexts, particularly experimental economics. This book seeks to place RSS at the heart of economic study designs. Focuses on how researchers should manipulate RSS techniques for specific applications Discusses RSS performs in popular statistical models, such as regression and hypothesis testing Includes a discussion of open theoretical research problems Provides mathematical proofs, enabling researchers to develop new models

Encyclopedia of Survey Research Methods

Encyclopedia of Survey Research Methods
A Book

by Paul J. Lavrakas

  • Publisher : SAGE Publications
  • Release : 2008-09-12
  • Pages : 1072
  • ISBN : 150631788X
  • Language : En, Es, Fr & De
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In conjunction with top survey researchers around the world and with Nielsen Media Research serving as the corporate sponsor, the Encyclopedia of Survey Research Methods presents state-of-the-art information and methodological examples from the field of survey research. Although there are other "how-to" guides and references texts on survey research, none is as comprehensive as this Encyclopedia, and none presents the material in such a focused and approachable manner. With more than 600 entries, this resource uses a Total Survey Error perspective that considers all aspects of possible survey error from a cost-benefit standpoint.

Survey Sampling Theory and Applications

Survey Sampling Theory and Applications
A Book

by Raghunath Arnab

  • Publisher : Academic Press
  • Release : 2017-03-08
  • Pages : 930
  • ISBN : 0128118970
  • Language : En, Es, Fr & De
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Survey Sampling Theory and Applications offers a comprehensive overview of survey sampling, including the basics of sampling theory and practice, as well as research-based topics and examples of emerging trends. The text is useful for basic and advanced survey sampling courses. Many other books available for graduate students do not contain material on recent developments in the area of survey sampling. The book covers a wide spectrum of topics on the subject, including repetitive sampling over two occasions with varying probabilities, ranked set sampling, Fays method for balanced repeated replications, mirror-match bootstrap, and controlled sampling procedures. Many topics discussed here are not available in other text books. In each section, theories are illustrated with numerical examples. At the end of each chapter theoretical as well as numerical exercises are given which can help graduate students. Covers a wide spectrum of topics on survey sampling and statistics Serves as an ideal text for graduate students and researchers in survey sampling theory and applications Contains material on recent developments in survey sampling not covered in other books Illustrates theories using numerical examples and exercises

Advances in Sampling Theory-Ratio Method of Estimation

Advances in Sampling Theory-Ratio Method of Estimation
A Book

by Hulya Cingi,Cem Kadilar

  • Publisher : Bentham Science Publishers
  • Release : 2009-08-11
  • Pages : 123
  • ISBN : 1608050122
  • Language : En, Es, Fr & De
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"Ratio Method of Estimation - This is an ideal textbook for researchers interested in sampling methods, survey methodologists in government organizations, academicians, and graduate students in statistics, mathematics and biostatistics. This textbook makes"

Moving Extreme Ranked Set Sampling for Simple Linear Regression

Moving Extreme Ranked Set Sampling for Simple Linear Regression
A Book

by M. T. Alodat

  • Publisher : Unknown Publisher
  • Release : 2009
  • Pages : 13
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Ranked Set Sampling Models and Methods

Ranked Set Sampling Models and Methods
A Book

by Carlos Narciso Bouza Herrera

  • Publisher : Unknown Publisher
  • Release : 2021-02
  • Pages : 329
  • ISBN : 9781799875567
  • Language : En, Es, Fr & De
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Intuitive Introductory Statistics

Intuitive Introductory Statistics
A Book

by Douglas A. Wolfe,Grant Schneider

  • Publisher : Springer
  • Release : 2017-10-09
  • Pages : 976
  • ISBN : 3319560727
  • Language : En, Es, Fr & De
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This textbook is designed to give an engaging introduction to statistics and the art of data analysis. The unique scope includes, but also goes beyond, classical methodology associated with the normal distribution. What if the normal model is not valid for a particular data set? This cutting-edge approach provides the alternatives. It is an introduction to the world and possibilities of statistics that uses exercises, computer analyses, and simulations throughout the core lessons. These elementary statistical methods are intuitive. Counting and ranking features prominently in the text. Nonparametric methods, for instance, are often based on counts and ranks and are very easy to integrate into an introductory course.​ The ease of computation with advanced calculators and statistical software, both of which factor into this text, allows important techniques to be introduced earlier in the study of statistics. This book's novel scope also includes measuring symmetry with Walsh averages, finding a nonparametric regression line, jackknifing, and bootstrapping​. Concepts and techniques are explored through practical problems. Quantitative reasoning is at the core of so many professions and academic disciplines, and this book opens the door to the most modern possibilities.

Sampling Strategies for Natural Resources and the Environment

Sampling Strategies for Natural Resources and the Environment
A Book

by Timothy G. Gregoire,Harry T. Valentine

  • Publisher : CRC Press
  • Release : 2007-07-12
  • Pages : 494
  • ISBN : 1584883707
  • Language : En, Es, Fr & De
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Written by renowned experts in the field, Sampling Strategies for Natural Resources and the Environment covers the sampling techniques used in ecology, forestry, environmental science, and natural resources. The book presents methods to estimate aggregate characteristics on a per unit area basis as well as on an elemental basis. In addition to common sampling designs such as simple random sampling and list sampling, the authors explore more specialized designs for sampling vegetation, including randomized branch sampling and 3P sampling. One of the book's unique features is the emphasis on areal sampling designs, including plot/quadrat sampling, Bitterlich sampling, line intersect sampling, and several lesser known designs. The book also provides comprehensive solutions to the problem of edge effect. Another distinguishing aspect is the inclusion of sampling designs for continuums, focusing on the methods of Monte Carlo integration. By presenting a conceptual understanding of each sampling design and estimation procedure as well as mathematical derivations and proofs in the chapter appendices, this text promotes a deep understanding of the underpinnings of sampling theory, estimation, and inference. Moreover, it will help you reliably sample natural populations and continuums.

Applied Statistics Research Progress

Applied Statistics Research Progress
A Book

by Mohammad Ahsanullah

  • Publisher : Nova Publishers
  • Release : 2008
  • Pages : 139
  • ISBN : 9781604561036
  • Language : En, Es, Fr & De
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Computers have taken a permanent place in almost every human endeavor in the last 20 years. This infiltration requires a learning process on the part of the people utilizing them and realizing where and how computers can be best used beyond the basic and obvious applications. Statistics is an example of their application in many diverse fields to reach conclusions and make projections never before possible. Beyond this, applied statistics is rapidly becoming not only an instrument, but an integral part of the advance of knowledge. There are many fields such as medicine, biology, weather prediction, military planning, and numerous others where the statistical studies are essential before the next step can be taken. This new book presents the latest research in the field from around the globe.

Nonparametric Statistical Methods

Nonparametric Statistical Methods
A Book

by Myles Hollander,Douglas A. Wolfe,Eric Chicken

  • Publisher : John Wiley & Sons
  • Release : 2013-11-25
  • Pages : 848
  • ISBN : 1118553292
  • Language : En, Es, Fr & De
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Praise for the Second Edition “This book should be an essential part of the personallibrary of every practicingstatistician.”—Technometrics Thoroughly revised and updated, the new edition of NonparametricStatistical Methods includes additional modern topics andprocedures, more practical data sets, and new problems fromreal-life situations. The book continues to emphasize theimportance of nonparametric methods as a significant branch ofmodern statistics and equips readers with the conceptual andtechnical skills necessary to select and apply the appropriateprocedures for any given situation. Written by leading statisticians, Nonparametric StatisticalMethods, Third Edition provides readers with crucialnonparametric techniques in a variety of settings, emphasizing theassumptions underlying the methods. The book provides an extensivearray of examples that clearly illustrate how to use nonparametricapproaches for handling one- or two-sample location and dispersionproblems, dichotomous data, and one-way and two-way layoutproblems. In addition, the Third Edition features: The use of the freely available R software to aid incomputation and simulation, including many new R programs writtenexplicitly for this new edition New chapters that address density estimation, wavelets,smoothing, ranked set sampling, and Bayesian nonparametrics Problems that illustrate examples from agricultural science,astronomy, biology, criminology, education, engineering,environmental science, geology, home economics, medicine,oceanography, physics, psychology, sociology, and spacescience Nonparametric Statistical Methods, Third Edition is anexcellent reference for applied statisticians and practitioners whoseek a review of nonparametric methods and their relevantapplications. The book is also an ideal textbook forupper-undergraduate and first-year graduate courses in appliednonparametric statistics.

Statistical Quality Technologies

Statistical Quality Technologies
Theory and Practice

by Yuhlong Lio,Hon Keung Tony Ng,Tzong-Ru Tsai,Ding-Geng Chen

  • Publisher : Springer
  • Release : 2019-08-09
  • Pages : 402
  • ISBN : 3030207099
  • Language : En, Es, Fr & De
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This book explores different statistical quality technologies including recent advances and applications. Statistical process control, acceptance sample plans and reliability assessment are some of the essential statistical techniques in quality technologies to ensure high quality products and to reduce consumer and producer risks. Numerous statistical techniques and methodologies for quality control and improvement have been developed in recent years to help resolve current product quality issues in today’s fast changing environment. Featuring contributions from top experts in the field, this book covers three major topics: statistical process control, acceptance sampling plans, and reliability testing and designs. The topics covered in the book are timely and have a high potential impact and influence to academics, scholars, students and professionals in statistics, engineering, manufacturing and health.

Evaluation of Ranked Set Sampling for Estimating Shrub Phytomass in Appalachian Oak Forests

Evaluation of Ranked Set Sampling for Estimating Shrub Phytomass in Appalachian Oak Forests
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1980
  • Pages : 9
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Longitudinal Data Modelling Using Penalized Splines and Ranked Set Sampling

Longitudinal Data Modelling Using Penalized Splines and Ranked Set Sampling
A Book

by Mohammad A. Al Kadiri

  • Publisher : Unknown Publisher
  • Release : 2012
  • Pages : 616
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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"Longitudinal studies, where data is collected by measuring the same experimental units several times over a relatively long period, are becoming increasingly common. Conventional statistical approaches have limitations when applied to the analysis of longitudinal data ... Practical limitations of longitudinal analysis that relate to missing data and large data set sizes were explored in this thesis with the application of a sampling technique known as Ranked Set Sampling (RSS). We developed this sampling method, which has not previously been applied to longitudinal data, for fixed and mixed-effects models. This thesis also illustrated inference techniques to estimate these models after selecting sample units by RSS." --Abstract.

Nonparametric Statistics: Theory And Methods

Nonparametric Statistics: Theory And Methods
A Book

by Jayant V Deshpande,Uttara Naik-nimbalkar,Isha Dewan

  • Publisher : World Scientific
  • Release : 2017-10-17
  • Pages : 280
  • ISBN : 981466359X
  • Language : En, Es, Fr & De
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The number of books on Nonparametric Methodology is quite small as compared to, say, on Design of Experiments, Regression Analysis, Multivariate Analysis, etc. Because of being perceived as less effective, nonparametric methods are still the second choice. Actually, it has been demonstrated time and again that they are useful. We feel that there is still need for proper texts/applications/reference books on Nonparametric Methodology.This book will introduce various types of data encountered in practice and suggest the appropriate nonparametric methods, discuss their properties through null and non-null distributions whenever possible and demonstrate the very minor loss in power and efficiency in the nonparametric method, if any.The book will cover almost all topics of current interest such as bootstrapping, ranked set sampling, techniques for censored data and Bayesian analysis under nonparametric set ups.

Contributions to Order Statistics

Contributions to Order Statistics
A Book

by Ahmad ʻIbādah Sarhān

  • Publisher : Unknown Publisher
  • Release : 1962
  • Pages : 482
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Estimation Based on Ranked Set Samples

Estimation Based on Ranked Set Samples
A Book

by Paul Haakon Kvam

  • Publisher : Unknown Publisher
  • Release : 1990
  • Pages : 168
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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