Sampling (eBook)

Steven K. Thompson (Autor)

eBook Download: PDF

2012 | 3. Auflage
472 Seiten
Wiley (Verlag)
978-1-118-16296-5 (ISBN)

Infos

Praise for the Second Edition "e;This book has never had a competitor. It is the only book that takes a broad approach to sampling . . . any good personal statistics library should include a copy of this book."e; Technometrics "e;Well-written . . . an excellent book on an important subject. Highly recommended."e; Choice "e;An ideal reference for scientific researchers and other professionals who use sampling."e; Zentralblatt Math Features new developments in the field combined with all aspects of obtaining, interpreting, and using sample data Sampling provides an up-to-date treatment of both classical and modern sampling design and estimation methods, along with sampling methods for rare, clustered, and hard-to-detect populations. This Third Edition retains the general organization of the two previous editions, but incorporates extensive new material sections, exercises, and examples throughout. Inside, readers will find all-new approaches to explain the various techniques in the book; new figures to assist in better visualizing and comprehending underlying concepts such as the different sampling strategies; computing notes for sample selection, calculation of estimates, and simulations; and more. Organized into six sections, the book covers basic sampling, from simple random to unequal probability sampling; the use of auxiliary data with ratio and regression estimation; sufficient data, model, and design in practical sampling; useful designs such as stratified, cluster and systematic, multistage, double and network sampling; detectability methods for elusive populations; spatial sampling; and adaptive sampling designs. Featuring a broad range of topics, Sampling, Third Edition serves as a valuable reference on useful sampling and estimation methods for researchers in various fields of study, including biostatistics, ecology, and the health sciences. The book is also ideal for courses on statistical sampling at the upper-undergraduate and graduate levels.

Autor

Steven K. Thompson, PhD, is Shrum Chair in Science and Professor of Statistics at the Simon Fraser University. During his career, he has served on the faculties of the Pennsylvania State University, the University of Auckland, and the University of Alaska. He is also the coauthor of Adaptive Sampling (Wiley).

Inhalt

Preface to the Third Edition

Preface to the Second Edition xiii

Preface to the First Edition xv

1. Introduction 1

Part I. Basic Sampling 9

2. Simple Random Sampling 11

3. Confidence Intervals 29

4. Sample Size 35

5. Estimating Proportions, Ratios, and Subpopulation Means 39

6. Unequal Probability Sampling 51

Part II. Making the Best Use of Survey Data 65

7. Auxiliary Data and Ratio Estimation 67

8. Regression Estimation 89

9. The Sufficient Statistic in Sampling 101

10. Design and Model 107

Part III. Some Useful Designs 115

11. Stratified Sampling 117

12. Cluster and Systematic Sampling 129

13. Multistage Designs 143

14. Double or Two-Phase Sampling 157

Part IV. Methods for Elusive and Hard-to-Detect Populations 171

15. Network Sampling and Link-Tracing Designs 173

16. Detectability and Sampling 185

17. Line and Point Transects 199

18. Capture-Recapture Sampling 233

19. Line-Intercept Sampling 245

Part V. Spatial Sampling 255

20. Spatial Prediction or Kriging 257

21. Spatial Designs 271

22. Plot Shapes and Observational Methods 275

Part VI. Adaptive Sampling 283

23. Adaptive Sampling Designs 285

24. Adaptive Cluster Sampling 289

25. Systematic and Strip Adaptive Cluster Sampling 309

26. Stratified Adaptive Cluster Sampling 323

Answers to Selected Exercises 339

References 343

Author Index 361

Subject Index 365

Produkt-Details

• Erscheint lt. Verlag: 8.3.2012
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• Themenwelt: Technik
• Schlagworte: Evaluation & Research Methods • Evaluierung u. Researchmethoden • Methoden der Daten- u. Stichprobenerhebung • Psychological Methods, Research & Statistics • Psychologie • Psychologische Methoden, Forschung u. Statistik • Psychology • Statistics • Statistik • Stichprobe • Survey Research Methods & Sampling
• ISBN-10: 1-118-16296-X / 111816296X
• ISBN-13: 978-1-118-16296-5 / 9781118162965