Theory Of Sample Surveys

Author : M. Thompson
Publisher : CRC Press
Page : 324 pages
File Size : 43,7 Mb
Release : 1997-08-01
Category : Mathematics
ISBN : 041231780X

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Theory of Sample Surveys by M. Thompson Pdf

Following the chronological development of sample surveys, this book provides an analysis of the mathematical and statistical theory of the subject. The text begins with the mathematics of randomized sampling designs as well as a general treatment of estimation of population totals through the Horvits-Thompson estimator and its variants. The book then examines approximations and limit theorems for the distribution of the estimators and design-based estimation of other population quantities. It concludes with chapters concerning inference from surveys. Theory of Sample Surveys will assist in a range of applications, including: auditing quality monitoring market research wildlife surveys mining exploration agriculture and business surveys population health studies This book acts as an exceptional resource for survey methodologists in government organizations as well as lecturers and graduate students in statistics and biostatistics.

Author : Gupta Arjun K,Kabe D G
Publisher : World Scientific Publishing Company
Page : 236 pages
File Size : 45,7 Mb
Release : 2011-03-11
Category : Mathematics
ISBN : 9789813107960

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Theory Of Sample Surveys by Gupta Arjun K,Kabe D G Pdf

Sample surveys is the most important branch of statistics. Without sample surveys there is no data, and without data there is no statistics. This book is the culmination of the lecture notes developed by the authors. The approach is theoretical in the sense that it gives mathematical proofs of the results in sample surveys. Intended as a textbook for a one-semester course for undergraduate seniors or first-year graduate students, a prerequisite basic knowledge of algebra, calculus, and statistical theory is required to master the techniques described in this book.

Author : Arjun K. Gupta,D. G. Kabe
Publisher : World Scientific
Page : 237 pages
File Size : 48,6 Mb
Release : 2011
Category : Mathematics
ISBN : 9789814322478

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Theory of Sample Surveys by Arjun K. Gupta,D. G. Kabe Pdf

Sample surveys is the most important branch of statistics. Without sample surveys there is no data, and without data there is no statistics. This book is the culmination of the lecture notes developed by the authors. The approach is theoretical in the sense that it gives mathematical proofs of the results in sample surveys. Intended as a textbook for a one-semester course for undergraduate seniors or first-year graduate students, a prerequisite basic knowledge of algebra, calculus, and statistical theory is required to master the techniques described in this book.

Author : Raghunath Arnab
Publisher : Academic Press
Page : 930 pages
File Size : 48,6 Mb
Release : 2017-03-08
Category : Mathematics
ISBN : 9780128118979

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Survey Sampling Theory and Applications by Raghunath Arnab Pdf

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

Author : Changbao Wu,Mary E. Thompson
Publisher : Springer Nature
Page : 371 pages
File Size : 48,7 Mb
Release : 2020-05-15
Category : Social Science
ISBN : 9783030442460

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Sampling Theory and Practice by Changbao Wu,Mary E. Thompson Pdf

The three parts of this book on survey methodology combine an introduction to basic sampling theory, engaging presentation of topics that reflect current research trends, and informed discussion of the problems commonly encountered in survey practice. These related aspects of survey methodology rarely appear together under a single connected roof, making this book a unique combination of materials for teaching, research and practice in survey sampling. Basic knowledge of probability theory and statistical inference is assumed, but no prior exposure to survey sampling is required. The first part focuses on the design-based approach to finite population sampling. It contains a rigorous coverage of basic sampling designs, related estimation theory, model-based prediction approach, and model-assisted estimation methods. The second part stems from original research conducted by the authors as well as important methodological advances in the field during the past three decades. Topics include calibration weighting methods, regression analysis and survey weighted estimating equation (EE) theory, longitudinal surveys and generalized estimating equations (GEE) analysis, variance estimation and resampling techniques, empirical likelihood methods for complex surveys, handling missing data and non-response, and Bayesian inference for survey data. The third part provides guidance and tools on practical aspects of large-scale surveys, such as training and quality control, frame construction, choices of survey designs, strategies for reducing non-response, and weight calculation. These procedures are illustrated through real-world surveys. Several specialized topics are also discussed in detail, including household surveys, telephone and web surveys, natural resource inventory surveys, adaptive and network surveys, dual-frame and multiple frame surveys, and analysis of non-probability survey samples. This book is a self-contained introduction to survey sampling that provides a strong theoretical base with coverage of current research trends and pragmatic guidance and tools for conducting surveys.

Author : Arijit Chaudhuri,Horst Stenger
Publisher : CRC Press
Page : 416 pages
File Size : 41,8 Mb
Release : 2005-03-29
Category : Mathematics
ISBN : 9781420028638

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Survey Sampling by Arijit Chaudhuri,Horst Stenger Pdf

Since publication of the first edition in 1992, the field of survey sampling has grown considerably. This new edition of Survey Sampling: Theory and Methods has been updated to include the latest research and the newest methods. The authors have undertaken the daunting task of surveying the sampling literature of the past decade to provide an outst

Author : Des Raj,Promod Chandhok
Publisher : Createspace Independent Pub
Page : 362 pages
File Size : 47,8 Mb
Release : 2013-01-01
Category : Mathematics
ISBN : 1481027093

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Sample Survey Theory by Des Raj,Promod Chandhok Pdf

Sample Survey Theory provides a rigorous introduction to survey sampling theory and methodology suitable for students and researchers.

Author : R. Singh,Naurang Singh Mangat
Publisher : Springer Science & Business Media
Page : 390 pages
File Size : 54,8 Mb
Release : 2013-03-09
Category : Mathematics
ISBN : 9789401714044

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Elements of Survey Sampling by R. Singh,Naurang Singh Mangat Pdf

Modern statistics consists of methods which help in drawing inferences about the population under consideration. These populations may actually exist, or could be generated by repeated· experimentation. The medium of drawing inferences about the population is the sample, which is a subset of measurements selected from the population. Each measurement in the sample is used for making inferences about the population. The populations and also the methods of sample selection differ from one field of science to the other. Social scientists use surveys tocollectthe sample information, whereas the physical scientists employ the method of experimentation for obtaining this information. This is because in social sciences the factors that cause variation in the measurements on the study variable for the population units can not be controlled, whereas in physical sciences these factors can be controlled, at least to some extent, through proper experimental design. Several excellent books on sampling theory are available in the market. These books discuss the theory of sample surveys in great depth and detail, and are suited to the postgraduate students majoring in statistics. Research workers in the field of sampling methodology can also make use of these books. However, not many suitable books are available, which can be used by the students and researchers in the fields of economics, social sciences, extension education, agriculture, medical sciences, business management, etc. These students and workers usually conduct sample surveys during their research projects.

Author : Donald P. Warwick,Charles Andrew Lininger
Publisher : McGraw-Hill Companies
Page : 360 pages
File Size : 53,5 Mb
Release : 1975
Category : Mathematics
ISBN : STANFORD:36105036522394

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The Sample Survey: Theory and Practice by Donald P. Warwick,Charles Andrew Lininger Pdf

Author : Arijit Chaudhuri
Publisher : CRC Press
Page : 241 pages
File Size : 52,8 Mb
Release : 2018-09-28
Category : Mathematics
ISBN : 9781498774758

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Survey Sampling by Arijit Chaudhuri Pdf

This venture aspires to be a mix of a textbook at the undergraduate and postgraduate levels and a monograph to catch the attention of researchers in theoretical and practical aspects of survey sampling at diverse levels demanding a comprehensive review of what useful materials have preceded, with an eye to what beacons to the depth of the imminent future.

Author : Paul Knottnerus
Publisher : Springer Science & Business Media
Page : 425 pages
File Size : 55,9 Mb
Release : 2012-11-12
Category : Mathematics
ISBN : 9780387217642

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Sample Survey Theory by Paul Knottnerus Pdf

This book describes a novel approach to the theory of sampling from finite populations. The new unifying approach is based on the sampling autocorrelation coefficient. The author derives a general set of sampling equations that describe the estimators, their variances as well as the corresponding variance estimators. This volume will be useful for survey practitioners faced with complex surveys.

Author : Raymond L. Chambers,David G. Steel,Suojin Wang,Alan Welsh
Publisher : CRC Press
Page : 393 pages
File Size : 47,5 Mb
Release : 2012-05-02
Category : Mathematics
ISBN : 9781584886327

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Maximum Likelihood Estimation for Sample Surveys by Raymond L. Chambers,David G. Steel,Suojin Wang,Alan Welsh Pdf

Sample surveys provide data used by researchers in a large range of disciplines to analyze important relationships using well-established and widely used likelihood methods. The methods used to select samples often result in the sample differing in important ways from the target population and standard application of likelihood methods can lead to biased and inefficient estimates. Maximum Likelihood Estimation for Sample Surveys presents an overview of likelihood methods for the analysis of sample survey data that account for the selection methods used, and includes all necessary background material on likelihood inference. It covers a range of data types, including multilevel data, and is illustrated by many worked examples using tractable and widely used models. It also discusses more advanced topics, such as combining data, non-response, and informative sampling. The book presents and develops a likelihood approach for fitting models to sample survey data. It explores and explains how the approach works in tractable though widely used models for which we can make considerable analytic progress. For less tractable models numerical methods are ultimately needed to compute the score and information functions and to compute the maximum likelihood estimates of the model parameters. For these models, the book shows what has to be done conceptually to develop analyses to the point that numerical methods can be applied. Designed for statisticians who are interested in the general theory of statistics, Maximum Likelihood Estimation for Sample Surveys is also aimed at statisticians focused on fitting models to sample survey data, as well as researchers who study relationships among variables and whose sources of data include surveys.

Author : Carl-Erik Särndal,Bengt Swensson,Jan Wretman
Publisher : Springer Science & Business Media
Page : 716 pages
File Size : 51,9 Mb
Release : 2003-10-31
Category : Mathematics
ISBN : 0387406204

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Model Assisted Survey Sampling by Carl-Erik Särndal,Bengt Swensson,Jan Wretman Pdf

Now available in paperback, this book provides a comprehensive account of survey sampling theory and methodology suitable for students and researchers across a variety of disciplines. It shows how statistical modeling is a vital component of the sampling process and in the choice of estimation technique. The first textbook that systematically extends traditional sampling theory with the aid of a modern model assisted outlook. Covers classical topics as well as areas where significant new developments have taken place.

Author : Mary Elinore Thompson
Publisher : Unknown
Page : 0 pages
File Size : 42,6 Mb
Release : 1997
Category : Sampling (Statistics)
ISBN : OCLC:1342139151

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Theory of Sample Surveys by Mary Elinore Thompson Pdf

Discusses the theory of sample surveys for descriptive aims. After narrowing the focus to the study of sampling error, the book concentrates on the mechanics of design-based estimation. It then covers inference itself, and moves on to an examination of analytical purposes in surveys.

Author : M. E. Thompson
Publisher : Springer
Page : 305 pages
File Size : 52,5 Mb
Release : 2013-08-21
Category : Mathematics
ISBN : 1489928863

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Theory of Sample Surveys by M. E. Thompson Pdf

This book began about ten years ago as an attempt to fill out the notes for a graduate course in sampling theory. It has become a monograph, intended to supplement rather than replace books already available. For example, there are many good treatments at various levels on the practical problems of survey design, and on the 'how to' of analysis. I have dealt with these issues to some extent, but have focused more on aspects of sampling theory which are not so commonly treated else where. Parts of the book can still be used in teaching, supplemented sufficiently with examples and other material. The book deals with a subject of great vitality. The theory of survey methods is developing fast, with more and more connections to other parts of statistics, as the needs of practitioners change, and as more uses of survey data become possible. As a consequence of increases in computing power and capability, data are easier to manipulate, and computer-intensive methods for analysis can be investigated with reas onable assurance that the better ones will soon be practical.