Sampling: design and analysis
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton, FL
CRC Press
[2019]
|
| Ausgabe: | Second edition |
| Schriftenreihe: | Texts in statistical science
A Chapman & Hall book |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xi, 596 Seiten 24 cm |
| ISBN: | 9780367273415 9780367273460 |
Internformat
MARC
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Datensatz im Suchindex
| _version_ | 1804180459285905408 |
|---|---|
| adam_text | Contents Preface chapter 1 Introduction A Sample Controversy 1.2 Requirements of a Good Sample 1.3 Selection Bias 1 3 5 1.4 Measurement Error 1.5 Questionnaire Design 1.7 2 1 1.1 1.6 chapter ix 9 11 Sampling and Nonsampling Errors Exercises 16 19 Simple Probability Samples 25 2.1 Types of Probability Samples 2.2 Framework for Probability Sampling 2.3 Simple Random Sampling 2.4 Sampling Weights 2.5 Confidence Intervals 2.6 Sample Size Estimation 2.7 Systematic Sampling 2.8 Randomization Theory Results for Simple Random Sampling 2.9 A Prediction Approach for Simple Random Sampling 2.10 When Should a Simple Random Sample Be Used? 2.11 Chapter Summary 2.12 Exercises 61 25 28 33 39 59 40 46 50 58 54 51
ІУ chapter 3 chapter t chapter U Contents Contents Stratified Sampling 73 Sampling with Unequal Probabilities 3.1 What Is Stratified Sampling? 73 3.2 Theory of Stratified Sampling 3.3 Sampling Weights in Stratified Random Sampling 3.4 Allocating Observations to Strata 3.5 Defining Strata 3.6 Model-Based Inference for Stratified Sampling 3.7 Quota Sampling 3.8 Chapter Summary 3.9 Exercises 77 82 85 91 95 96 99 101 Ratio and Regression Estimation 117 6.1 Sampling One Primary Sampling Unit 6.2 One-Stage Sampling with Replacement 225 6.3 Two-Stage Sampling with Replacement 235 6.4 Unequal-Probability Sampling Without Replacement 6.5 Examples of Unequal-Probability Samples 249 6.6 Randomization Theory Results and Proofs 254 6.7 Models and Unequal-Probability Sampling 262 6.8 Chapter Summary 265 6.9 Exercises Ratio Estimation in a Simple Random Sample 118 4.2 Estimation in Domains 4.3 Regression Estimation in Simple Random Sampling 4.4 Poststratification 4.5 Ratio Estimation with Stratified Samples 4.6 Model-Based Theory for Ratio and Regression Estimation 4.7 Chapter Summary 4.8 Exercises 133 138 142 144 154 155 Cluster Sampling with Equal Probabilities 146 221 281 7.1 Assembling Design Components 281 7.2 Sampling Weights 7.3 Estimating a Distribution Function 7.4 Plotting Data from a Complex Survey 7.5 Design Effects 7.6 The National Crime Victimization Survey 7.7 Sampling and Design of Experiments 7.8 Chapter Summary 319 7.9 Exercises 285 288 294 309 312 317 320 165 Nonresponse Notation for Cluster Sampling 5.2 One-Stage Cluster Sampling 170 8.1 Effects of Ignoring Nonresponse
5.3 Two-Stage Cluster Sampling 182 8.2 Designing Surveys to Reduce Nonsampling Errors 5.4 Designing a Cluster Sample 8.3 Callbacks and Two-Phase Sampling 5.5 Systematic Sampling 8.4 Mechanisms for Nonresponse 5.6 Model-Based Inference in Cluster Sampling 8.5 Weighting Methods for Nonresponse 5.7 Chapter Summary 8.6 Imputation 5.8 Exercises 8.7 Parametric Models for Nonresponse 207 168 329 5.1 191 196 205 238 267 Complex Surveys 4.1 219 200 330 336 338 340 346 351 332 V
Vi chapter CHAPTER CHAPTER и 10 11 Contents Contents 8.8 What Is an Acceptable Response Rate? 8.9 Chapter Summary 8.10 Exercises 354 CHAPTER 356 L Two-Phase Sampling 469 357 Variance Estimation in Complex Surveys 9.1 Linearization (Taylor Series) Methods 9.2 Random Group Methods 9.3 Resampling and Replication Methods 9.4 Generalized Variance Functions 9.5 Confidence Intervals 9.6 Chapter Summary 9.7 Exercises 365 366 370 373 386 388 chapter 392 13 394 Categorical Data Analysis in Complex Surveys 401 10.1 Chi-Square Tests with Multinomial Sampling 401 10.2 Effects of Survey Design on Chi-Square Tests 407 10.3 Corrections to x2 Tests 10.4 Loglinear Models 417 10.5 Chapter Summary 421 10.6 Exercises chapter 411 422 Regression with Complex Survey Data 429 11.1 Model-Based Regression in Simple Random Samples 11.2 Regression in Complex Surveys 11.3 Using Regression to Compare Domain Means 11.4 Should Weights Be Used in Regression? 11.5 Mixed Models for Cluster Samples 11.6 Logistic Regression 11.7 Generalized Regression Estimation for Population Totals 11.8 Chapter Summary 11.9 Exercises 462 430 434 445 447 453 455 461 457 CHAPTER 14 12.1 Theory for Two-Phase Sampling 472 12.2 Two-Phase Sampling with Stratification 12.3 Ratio and Regression Estimation in Two-Phase Samples 477 12.4 Jackknife Variance Estimation for Two-Phase Sampling 481 12.5 Designing a Two-Phase Sample 12.6 Chapter Summary 12.7 Exercises 473 482 485 486 Estimating Population Size 495 13.1 Capture-Recapture Estimation 495 13.2 Multiple Recapture Estimation 501 13.3 Chapter Summary 13.4 Exercises 505 505 Rare
Populations and Small Area Estimation 14.1 Sampling Rare Populations 14.2 Small Area Estimation 14.3 Chapter Summary 14.4 Exercises ІЗ Survey Quality 518 522 523 527 15.1 Coverage Error 15.2 Nonresponse Error 533 15.3 Measurement Error 535 15.4 Sensitive Questions 540 15.5 Processing Error 15.6 Total Survey Quality 15.7 Chapter Summary 15.8 Exercises 546 529 542 543 545 512 511 VI
lilii appendixA Contents Probability Concepts U sed in Sampling A. 1 Probability A.2 Random Variables and Expected Value A.3 Conditional Probability A.4 Conditional Expectation References 549 549 563 Author Index 587 Subject Index 592 556 558 552
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| any_adam_object | 1 |
| author | Lohr, Sharon L. 1960- |
| author_GND | (DE-588)171778189 |
| author_facet | Lohr, Sharon L. 1960- |
| author_role | aut |
| author_sort | Lohr, Sharon L. 1960- |
| author_variant | s l l sl sll |
| building | Verbundindex |
| bvnumber | BV046133526 |
| classification_rvk | SK 850 |
| ctrlnum | (OCoLC)1120084937 (DE-599)KXP1666597562 |
| dewey-full | 519.52 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.52 |
| dewey-search | 519.52 |
| dewey-sort | 3519.52 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| edition | Second edition |
| format | Book |
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| institution | BVB |
| isbn | 9780367273415 9780367273460 |
| language | English |
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| physical | xi, 596 Seiten 24 cm |
| publishDate | 2019 |
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| publishDateSort | 2019 |
| publisher | CRC Press |
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| spelling | Lohr, Sharon L. 1960- Verfasser (DE-588)171778189 aut Sampling design and analysis Sharon L. Lohr Second edition 201904 Boca Raton, FL CRC Press [2019] xi, 596 Seiten 24 cm txt rdacontent n rdamedia nc rdacarrier Texts in statistical science A Chapman & Hall book Deskriptive Statistik (DE-588)4070313-7 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Stichprobe (DE-588)4057502-0 gnd rswk-swf Sampling (Statistics) Sampling (Statistics) / Computer programs Deskriptive Statistik (DE-588)4070313-7 s Datenanalyse (DE-588)4123037-1 s DE-604 Stichprobe (DE-588)4057502-0 s 1\p DE-604 Digitalisierung UB Passau - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031513894&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Lohr, Sharon L. 1960- Sampling design and analysis Deskriptive Statistik (DE-588)4070313-7 gnd Datenanalyse (DE-588)4123037-1 gnd Stichprobe (DE-588)4057502-0 gnd |
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| title | Sampling design and analysis |
| title_auth | Sampling design and analysis |
| title_exact_search | Sampling design and analysis |
| title_full | Sampling design and analysis Sharon L. Lohr |
| title_fullStr | Sampling design and analysis Sharon L. Lohr |
| title_full_unstemmed | Sampling design and analysis Sharon L. Lohr |
| title_short | Sampling |
| title_sort | sampling design and analysis |
| title_sub | design and analysis |
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