Independent Random Sampling Methods

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Publisher : Springer
ISBN 13 : 331972634X
Total Pages : 289 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Independent Random Sampling Methods by : Luca Martino

Download or read book Independent Random Sampling Methods written by Luca Martino and published by Springer. This book was released on 2018-03-31 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book systematically addresses the design and analysis of efficient techniques for independent random sampling. Both general-purpose approaches, which can be used to generate samples from arbitrary probability distributions, and tailored techniques, designed to efficiently address common real-world practical problems, are introduced and discussed in detail. In turn, the monograph presents fundamental results and methodologies in the field, elaborating and developing them into the latest techniques. The theory and methods are illustrated with a varied collection of examples, which are discussed in detail in the text and supplemented with ready-to-run computer code. The main problem addressed in the book is how to generate independent random samples from an arbitrary probability distribution with the weakest possible constraints or assumptions in a form suitable for practical implementation. The authors review the fundamental results and methods in the field, address the latest methods, and emphasize the links and interplay between ostensibly diverse techniques.

Advanced Sampling Methods

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Publisher : Springer Nature
ISBN 13 : 9811606226
Total Pages : 301 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Advanced Sampling Methods by : Raosaheb Latpate

Download or read book Advanced Sampling Methods written by Raosaheb Latpate and published by Springer Nature. This book was released on 2021-05-07 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses all major topics on survey sampling and estimation. It covers traditional as well as advanced sampling methods related to the spatial populations. The book presents real-world applications of major sampling methods and illustrates them with the R software. As a large sample size is not cost-efficient, this book introduces a new method by using the domain knowledge of the negative correlation between the variable of interest and the auxiliary variable in order to control the size of a sample. In addition, the book focuses on adaptive cluster sampling, rank-set sampling and their applications in real life. Advance methods discussed in the book have tremendous applications in ecology, environmental science, health science, forestry, bio-sciences, and humanities. This book is targeted as a text for undergraduate and graduate students of statistics, as well as researchers in various disciplines.

Sampling Theory and Practice

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Publisher : Springer Nature
ISBN 13 : 3030442462
Total Pages : 371 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Sampling Theory and Practice by : Changbao Wu

Download or read book Sampling Theory and Practice written by Changbao Wu and published by Springer Nature. This book was released on 2020-05-15 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Sampling Essentials

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Publisher : SAGE Publications
ISBN 13 : 145222305X
Total Pages : 321 pages
Book Rating : 4.4/5 (522 download)

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Book Synopsis Sampling Essentials by : Johnnie Daniel

Download or read book Sampling Essentials written by Johnnie Daniel and published by SAGE Publications. This book was released on 2011-04-25 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for students taking research methods courses, this text provides a thorough overview of sampling principles. The author gives detailed, nontechnical descriptions and guidelines with limited presentation of formulas to help students reach basic research decisions, such as whether to choose a census or a sample, as well as how to select sample size and sample type. Intended for students and researchers in the social and behavioral sciences, public health research, marketing research, and related areas, the text provides nonstatisticians with the concepts and techniques they need to do quality work and make good sampling choices.

Sampling Methods

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Publisher : Springer Science & Business Media
ISBN 13 : 0387310754
Total Pages : 382 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Sampling Methods by : Pascal Ardilly

Download or read book Sampling Methods written by Pascal Ardilly and published by Springer Science & Business Media. This book was released on 2006-02-08 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whenweagreedtoshareallofourpreparationofexercisesinsamplingtheory to create a book, we were not aware of the scope of the work. It was indeed necessary to compose the information, type out the compilations, standardise the notations and correct the drafts. It is fortunate that we have not yet measured the importance of this project, for this work probably would never have been attempted! In making available this collection of exercises, we hope to promote the teaching of sampling theory for which we wanted to emphasise its diversity. The exercises are at times purely theoretical while others are originally from real problems, enabling us to approach the sensitive matter of passing from theory to practice that so enriches survey statistics. The exercises that we present were used as educational material at the École Nationale de la Statistique et de l’Analyse de l’Information (ENSAI), where we had successively taught sampling theory. We are not the authors of all the exercises. In fact, some of them are due to Jean-Claude Deville and Laurent Wilms. We thank them for allowing us to reproduce their exercises. It is also possible that certain exercises had been initially conceived by an author that we have not identi?ed. Beyondthe contribution of our colleagues, and in all cases, we do not consider ourselves to be the lone authors of these exercises:they actually form part of a common heritagefrom ENSAI that has been enriched and improved due to questions from students and the work of all the demonstrators of the sampling course at ENSAI.

Practical Sampling

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Publisher : SAGE Publications
ISBN 13 : 1506320341
Total Pages : 150 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis Practical Sampling by : Gary T. Henry

Download or read book Practical Sampling written by Gary T. Henry and published by SAGE Publications. This book was released on 1990-08-01 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sampling is fundamental to nearly every study in the social and policy sciences, yet clear, concise guidance for practitioners and graduate students has been difficult to find. Practical Sampling provides guidance for researchers dealing with the everyday problems of sampling. Using the practical design approach Henry integrates sampling into the overall research design and explains the interrelationships between research design and sampling choices. He lays out alternatives and implications of the choices using four detailed examples to illustrate the alternatives selected and the trade-offs made by applied researchers. The author uses a narrative, conceptual approach throughout the book; mathematical presentations are limited to necessary formulas; and calculations are kept to the absolute minimum, making it an easily approachable book for any researcher, student or professional across the social sciences.

Research Methods in Education

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Publisher : SAGE Publications
ISBN 13 : 1412998514
Total Pages : 441 pages
Book Rating : 4.4/5 (129 download)

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Book Synopsis Research Methods in Education by : Joseph Check

Download or read book Research Methods in Education written by Joseph Check and published by SAGE Publications. This book was released on 2011-10-27 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Methods in Education introduces research methods as an integrated set of techniques for investigating questions about the educational world. This lively, innovative text helps students connect technique and substance, appreciate the value of both qualitative and quantitative methodologies, and make ethical research decisions. It weaves actual research "stories" into the presentation of research topics, and it emphasizes validity, authenticity, and practical significance as overarching research goals. The text is divided into three sections: Foundations of Research (5 chapters), Research Design and Data Collection (7 chapters), and Analyzing and Reporting Data (3 chapters). This tripartite conceptual framework honors traditional quantitative approaches while reflecting the growing popularity of qualitative studies, mixed method designs, and school-based techniques. This approach provides a comprehensive, conceptually unified, and well-written introduction to the exciting but complex field of educational research.

Distance Sampling: Methods and Applications

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Publisher : Springer
ISBN 13 : 3319192191
Total Pages : 285 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Distance Sampling: Methods and Applications by : S. T. Buckland

Download or read book Distance Sampling: Methods and Applications written by S. T. Buckland and published by Springer. This book was released on 2015-08-08 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, the authors cover the basic methods and advances within distance sampling that are most valuable to practitioners and in ecology more broadly. This is the fourth book dedicated to distance sampling. In the decade since the last book published, there have been a number of new developments. The intervening years have also shown which advances are of most use. This self-contained book covers topics from the previous publications, while also including recent developments in method, software and application. Distance sampling refers to a suite of methods, including line and point transect sampling, in which animal density or abundance is estimated from a sample of distances to detected individuals. The book illustrates these methods through case studies; data sets and computer code are supplied to readers through the book’s accompanying website. Some of the case studies use the software Distance, while others use R code. The book is in three parts. The first part addresses basic methods, the design of surveys, distance sampling experiments, field methods and data issues. The second part develops a range of modelling approaches for distance sampling data. The third part describes variations in the basic method; discusses special issues that arise when sampling different taxa (songbirds, seabirds, cetaceans, primates, ungulates, butterflies, and plants); considers advances to deal with failures of the key assumptions; and provides a check-list for those conducting surveys.

Sampling Methods, Remote Sensing and GIS Multiresource Forest Inventory

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Publisher : Springer Science & Business Media
ISBN 13 : 3540325727
Total Pages : 388 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Sampling Methods, Remote Sensing and GIS Multiresource Forest Inventory by : Michael Köhl

Download or read book Sampling Methods, Remote Sensing and GIS Multiresource Forest Inventory written by Michael Köhl and published by Springer Science & Business Media. This book was released on 2006-10-19 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the state-of-the-art of forest resources assessments and monitoring. It provides links to practical applications of forest and natural resource assessment programs. It offers an overview of current forest inventory systems and discusses forest mensuration, sampling techniques, remote sensing applications, geographic and forest information systems, and multi-resource forest inventory. Attention is also given to the quantification of non-wood goods and services.

Mixed Methods Research for Improved Scientific Study

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Publisher : IGI Global
ISBN 13 : 1522500081
Total Pages : 362 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Mixed Methods Research for Improved Scientific Study by : Baran, Mette L.

Download or read book Mixed Methods Research for Improved Scientific Study written by Baran, Mette L. and published by IGI Global. This book was released on 2016-03-17 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: The clear division between quantitative and qualitative research methods becomes problematic when students begin conducting extensive research for the first time, often as part of a master’s thesis or dissertation. In order to handle such complexities in the selection of research methods, a Mixed Methods Research (MMR) approach is one proposed solution. Mixed Methods Research for Improved Scientific Study seeks to demonstrate how mixed methods research designs can address a wide array of scientific questions across disciplines. Focusing on essential concepts and methods for a hybrid approach to quantitative and qualitative research methods for real-world implementation, this publication is ideally designed for students and researchers interested in refining their research skills as well as educators seeking to integrate research methods coursework into the graduate curriculum.

Sampling Methods in Soybean Entomology

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Publisher : Springer Science & Business Media
ISBN 13 : 1461299985
Total Pages : 597 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Sampling Methods in Soybean Entomology by : M. Kogan

Download or read book Sampling Methods in Soybean Entomology written by M. Kogan and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: Insects as a group occupy a middle ground in the biosphere between bacteria and viruses at one extreme, amphibians and mammals at the other. The size and gen eral nature of insects present special problems to the student of entomology. For example, many commercially available instruments are geared to measure in grams, while the forces commonly encountered in studying insects are in the mil ligram range. Therefore, techniques developed in the study of insects or in those fields concerned with the control of insect pests are often unique. Methods for measuring things are common to all sciences. Advances sometimes depend more on how something was done than on what was measured; indeed a given field often progresses from one technique to another as new methods are discovered, developed, and modified. Just as often, some of these techniques fmd their way into the classroom when the problems involved have been suffici ently ironed out to permit students to master the manipulations in a few labo ratory periods. Many specialized techniques are confined to one specific research laboratory. Although methods may be considered commonplace where they are used, in another context even the simplest procedures may save considerable time. It is the purpose of this series (1) to report new developments in methodology, (2) to reveal sources of groups who have dealt with and solved particular entomological problems, and (3) to describe experiments which might be applicable for use in biology laboratory courses.

Comprehensive Sampling and Sample Preparation

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Publisher : Academic Press
ISBN 13 : 0123813743
Total Pages : 2998 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Comprehensive Sampling and Sample Preparation by : Josep M. Bayona

Download or read book Comprehensive Sampling and Sample Preparation written by Josep M. Bayona and published by Academic Press. This book was released on 2012-12-31 with total page 2998 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive Sampling and Sample Preparation is a complete treatment of the theory and methodology of sampling in all physical phases and the theory of sample preparation for all major extraction techniques. It is the perfect starting point for researchers and students to design and implement their experiments and support those experiments with quality-reviewed background information. In its four volumes, fundamentals of sampling and sample preparation are reinforced through broad and detailed sections dealing with Biological and Medical, Environmental and Forensic, and Food and Beverage applications. The contributions are organized to reflect the way in which analytical chemists approach a problem. It is intended for a broad audience of analytical chemists, both educators and practitioners of the art and can assist in the preparation of courses as well in the selection of sampling and sample preparation techniques to address the challenges at hand. Above all, it is designed to be helpful in learning more about these topics, as well as to encourage an interest in sampling and sample preparation by outlining the present practice of the technology and by indicating research opportunities. Sampling and Sample preparation is a large and well-defined field in Analytical Chemistry, relevant for many application areas such as medicine, environmental science, biochemistry, pharmacology, geology, and food science. This work covers all these aspects and will be extremely useful to researchers and students, who can use it as a starting point to design and implement their experiments and for quality-reviewed background information There are limited resources that Educators can use to effectively teach the fundamental aspects of modern sample preparation technology. Comprehensive Sampling and Sample Preparation addresses this need, but focuses on the common principles of new developments in extraction technologies rather than the differences between techniques thus facilitating a more thorough understanding Provides a complete overview of the field. Not only will help to save time, it will also help to make correct assessments and avoid costly mistakes in sampling in the process Sample and sample preparation are integral parts of the analytical process but are often less considered and sometimes even completely disregarded in the available literature. To fill this gap, leading scientists have contributed 130 chapters, organized in 4 volumes, covering all modern aspects of sampling and liquid, solid phase and membrane extractions, as well as the challenges associated with different types of matrices in relevant application areas

Practical Sampling Techniques, Second Edition

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Publisher : CRC Press
ISBN 13 : 9780824796761
Total Pages : 676 pages
Book Rating : 4.7/5 (967 download)

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Book Synopsis Practical Sampling Techniques, Second Edition by : Ranjan K. Som

Download or read book Practical Sampling Techniques, Second Edition written by Ranjan K. Som and published by CRC Press. This book was released on 1995-09-13 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: Second Edition offers a comprehensive presentation of scientific sampling principles and shows how to design a sample survey and analyze the resulting data. Demonstrates the validity of theorems and statements without resorting to detailed proofs.

Field Sampling Methods for Remedial Investigations

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Publisher : CRC Press
ISBN 13 : 9780873716987
Total Pages : 274 pages
Book Rating : 4.7/5 (169 download)

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Book Synopsis Field Sampling Methods for Remedial Investigations by : Mark E. Byrnes

Download or read book Field Sampling Methods for Remedial Investigations written by Mark E. Byrnes and published by CRC Press. This book was released on 1994-04-15 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a guide to the development of an effective field sampling program as well as to Standard Operating Procedures (SOPs) and technical information for many of the most effective remedial investigation methods. The book focuses on intrusive investigation techniques, but non-intrusive techniques such as aerial photography, surface geophysics, and surface radiological surveying are also addressed. SOPs have been provided for those sampling techniques that do not require specialized academic training, such as soil, sediment, surface water, groundwater, and drum sampling. For more specialized investigative techniques, such as underground drainage surveying and some types of soil-gas surveying, information is provided to help you understand how the technique works and under what conditions it can be used most effectively. The book also addresses: equipment decontamination; sample preparation, documentation, and shipment; health and safety; and management of investigation-derived waste. Emphasis is placed on those methods and procedures that have both proved themselves to be effective and are acknowledged by the U.S. Environmental Protection Agency (EPA) as reputable techniques.

Sampling Statistics

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Publisher : John Wiley & Sons
ISBN 13 : 1118211111
Total Pages : 321 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Sampling Statistics by : Wayne A. Fuller

Download or read book Sampling Statistics written by Wayne A. Fuller and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the latest developments and current practices in survey sampling Survey sampling is an important component of research in many fields, and as the importance of survey sampling continues to grow, sophisticated sampling techniques that are both economical and scientifically reliable are essential to planning statistical research and the design of experiments. Sampling Statistics presents estimation techniques and sampling concepts to facilitate the application of model-based procedures to survey samples. The book begins with an introduction to standard probability sampling concepts, which provides the foundation for studying samples selected from a finite population. The development of the theory of complex sampling methods is detailed, and subsequent chapters explore the construction of estimators, sample design, replication variance estimation, and procedures such as nonresponse adjustment and small area estimation where models play a key role. A final chapter covers analytic studies in which survey data are used for the estimation of parameters for a subject matter model. The author draws upon his extensive experience with survey samples in the book's numerous examples. Both the production of "general use" databases and the analytic study of a limited number of characteristics are discussed. Exercises at the end of each chapter allow readers to test their comprehension of the presented concepts and techniques, and the references provide further resources for study. Sampling Statistics is an ideal book for courses in survey sampling at the graduate level. It is also a valuable reference for practicing statisticians who analyze survey data or are involved in the design of sample surveys.

Sampling Techniques in Educational Research

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Author :
Publisher : Lulu.com
ISBN 13 : 1329647424
Total Pages : 150 pages
Book Rating : 4.3/5 (296 download)

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Book Synopsis Sampling Techniques in Educational Research by : Dr. E. Dhivyadeepa

Download or read book Sampling Techniques in Educational Research written by Dr. E. Dhivyadeepa and published by Lulu.com. This book was released on 2015-10-26 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: The quality of a piece of research not only stands or falls by the appropriateness of methodology and instrumentation but also by the suitability of the sampling strategy that has been adopted. Questions of sampling arise directly out of the issue of defining the population on which the research will focus. Researcher must take sampling decisions early in the overall planning of a piece of research. After taking decision about the selection and identification of the problem, the objectives and hypotheses of the research study, and the research design (experimental, survey, developmental, descriptive, case study, ethnography etc.), the researcher supposed to take decision about data gathering to realize the objectives of the research study.

Sampling Methods for Applied Research

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Publisher : Wiley
ISBN 13 : 9780471047278
Total Pages : 456 pages
Book Rating : 4.0/5 (472 download)

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Book Synopsis Sampling Methods for Applied Research by : Peter Tryfos

Download or read book Sampling Methods for Applied Research written by Peter Tryfos and published by Wiley. This book was released on 1996-02-16 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: An excellent introductory that uses simple numerical illustrations to provide an intuitive understanding of concepts and confirm major results. Describes various methods for sample selection and estimation including unequal probability sampling and the prediction approach. The accompanying disk contains data files for cases and two computer programs--one of which is an interactive DOS program designed to serve as a tutorial by assisting the implementation of complicated sampling formulas.