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Sampling Book

Sampling
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Sampling, Estimating an elusive human population, estimating the abundance of an animal population, predicting the amount of fossil-fuel resource at a new site, or estimating the prevalence of a rare disease requires statistical methods that go beyond the material , Sampling
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  • Sampling
  • Written by author Steven K. Thompson
  • Published by Wiley, John & Sons, Incorporated, 3/13/2012
  • Estimating an elusive human population, estimating the abundance of an animal population, predicting the amount of fossil-fuel resource at a new site, or estimating the prevalence of a rare disease requires statistical methods that go beyond the material
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Preface to the Second Edition
Preface to the First Edition
1 Introduction 1
Pt. 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
Pt. 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
Pt. 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
Pt. 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
Pt. V Spatial Sampling 255
20 Spatial Prediction or Kriging 257
21 Spatial Designs 271
22 Plot Shapes and Observational Methods 275
Pt. 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


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