Survey sampling principles:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Dekker
1991
|
| Ausgabe: | 1. print. |
| Schriftenreihe: | Statistics
120 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XVI, 497 S. Ill., graph. Darst. |
| ISBN: | 0824784073 |
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Datensatz im Suchindex
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| adam_text |
Contents
Preface iii
Acknowledgments viii
1 Introduction 1
1.1. Sampling 1
1.2. Survey Sampling 2
1.3. Advantages and Disadvantages of Survey Sampling 4
1.4. Complementary Roles of Samples and Censuses 5
1.5. Probability Sampling Methods 6
1.6. Survey Design and Sample Design 8
Reading 9
2 Some Basic Concepts 10
2.1. Introduction 10
2.2. The Surveytown Example 10
2.3. Population Samples and Units Comprising Them 12
2.4. Population Values 13
xi
xij Contents
2.5. Population Variances and Standard Deviations 16
2.6. Covariance and the Correlation Coefficient 18
2.7. Probability Sample Selection 19
2.8. Sample Values and Sample Estimates 24
2.9. Expected Values 26
2.10. Sampling Variances and Standard Errors 33
2.11. Biases and the Mean Square Error 36
2.12. The Sampling Distribution and Confidence Intervals 40
References 43
Reading 43
3 Simple Random Sampling and Unbiased Estimates 44
3.1. Introduction 44
3.2. Sampling with and without Replacement 45
3.3. Unbiased Estimators and their Variances 46
3.4. Estimation for a Subgroup 48
3.5. Numerical Examples 52
3.6. Sample Estimators of Variance 55
3.7. Sample Estimates of Covariance and Correlation 57
3.8. Systematic Sampling 59
3.9. Designing a Simple Random Sample 65
References 68
Reading 68
4 Ratio and Regression Estimates and Estimates of Ratios 69
4.1. Introduction 69
4.2. Sample Estimators 71
4.3. Numerical Examples 73
4.4. Variances of Ratio Estimates and Estimated Ratios 81
4.5. Bias of a Ratio Estimator 83
4.6. Sample Estimates of Variance 86
4.7. Relative Efficiency 88
4.8. Ratio, Regression, and Difference Estimators 89
4.9. Sample Design Issues 93
Appendix 95
Reading 98
Contents xiii
5 Stratified Sampling 99
5.1. Introduction 99
5.2. Some Stratified Sampling Estimators 101
5.3. Numerical Examples 104
5.4. Variance of Stratified Sample Estimates 110
5.5. Optimum Sample Allocation 115
5.6. Special Purpose Allocations 119
5.7. Designing a Stratified Sample 122
References 127
Reading 127
6 Selection with Probability Proportional to Size 128
6.1. Introduction 128
6.2. Sample Selection with Probability Proportional to Size 130
6.3. Sample Estimation 134
6.4. Numerical Examples 136
6.5. Variance 145
6.6. Relevant Model 148
6.7. Relative Efficiency 152
6.8. Sample Estimators of Variance 158
6.9. Stratification 159
Appendix 162
References 170
Reading 170
7 Multistage Sampling: Concept 171
7.1. Introduction 171
7.2. Simple Cluster Sampling 173
7.3. Sampling at the Second Stage 180
7.4. Variable Cluster Sizes 186
7.5. Sampling First Stage Units with Probability Proportional to
Size 190
7.6. Ratio Estimation 197
References 200
Reading 200
xiv Contents
8 Multistage Sampling: Application 202
8.1. Introduction 202
8.2. Relative Efficiency 203
8.3. Desirable Features of Clusters 210
8.4. Optimum Sample Cluster Sizes 214
8.5. Sample Estimates of Variance 220
8.6. Stratification in Multistage Sampling 222
8.7. Three and More Stages of Sampling 230
8.8. Design Variations 235
References 238
Reading 239
9 Further Sampling Techniques 240
9.1. Introduction 240
9.2. Two Phase Sampling 241
9.3. Repeated Surveys 248
9.4. Sample Rotation 252
9.5. Medians and Percentiles 256
9.6. Raking Ratio Estimation 259
9.7. Complex Regression Estimation 264
9.8. Synthetic Estimation 271
9.9. Composite Estimation 277
Appendix 280
References 285
10 Control of Nonsample Errors 286
10.1. Introduction 286
10.2. Probability or Non Probability Sampling 289
10.3. Coverage 294
10.4. Response and Nonresponse Errors 298
10.5. Operational Controls 304
10.6. Allowing for Nonresponse in Sample Estimation 310
10.7. Examples of Nonresponse Adapted Estimation 320
10.8. Handling Nonresponse by Other Means 327
10.9. Response Problems of Repeated Surveys 331
10.10. Evaluating Response and Nonresponse Errors 337
Appendix 343
Contents xv
References 344
Reading 345
11 Sample Design 346
11.1. Introduction 346
11.2. Choice of Survey Sampling Techniques 348
11.3. Sample Errors and Choice of Sample Size 352
11.4. Prior Estimation of Single Stage Sample Errors 358
11.5. Model Based Estimates of Population Variances 362
11.6. Prior Estimation of Multistage Sample Errors 368
11.7. Optimum Sample Design 375
11.8. Options for Very Small Surveys 378
11.9. Specification of Sample Designs 382
References 384
Reading 385
12 Sample Frames, Selection Systems, and Master Samples 386
12.1. Introduction 386
12.2. Sources of Sample Frames 388
12.3. Survey Coverage Rules 392
12.4. Frames for a Series of Surveys 398
12.5. Sample Selection Systems 401
References 402
Reading 402
13 Household Survey Master Samples 403
13.1. Introduction 403
13.2. Household Survey Design 404
13.3. Master Sample Selection 409
13.4. Samples of Special Dwellings and Communities 419
13.5. Master Sample Maintenance 423
References 426
Reading 426
14 Survey Design 427
14.1. Introduction 427
14.2. Design Issues 430
xvi Contents
14.3. Survey Design Strategy 434
14.4. Survey Development Plans 440
14.5. Potential Advantages 444
References 445
Reading 445
15 Design of Series of Surveys 446
15.1. Introduction 446
15.2. Statistical Issues 447
15.3. Operational and Cost Considerations 449
15.4. Design Perspectives 453
15.5. Overall Survey Program Design 455
15.6. Infrastructure Design 458
15.7. Designing One of a Series of Surveys 464
15.8. A Design Strategy for Series of Surveys 465
Reference 466
Reading 466
Index 467 |
| adam_txt |
Contents
Preface iii
Acknowledgments viii
1 Introduction 1
1.1. Sampling 1
1.2. Survey Sampling 2
1.3. Advantages and Disadvantages of Survey Sampling 4
1.4. Complementary Roles of Samples and Censuses 5
1.5. Probability Sampling Methods 6
1.6. Survey Design and Sample Design 8
Reading 9
2 Some Basic Concepts 10
2.1. Introduction 10
2.2. The Surveytown Example 10
2.3. Population Samples and Units Comprising Them 12
2.4. Population Values 13
xi
xij Contents
2.5. Population Variances and Standard Deviations 16
2.6. Covariance and the Correlation Coefficient 18
2.7. Probability Sample Selection 19
2.8. Sample Values and Sample Estimates 24
2.9. Expected Values 26
2.10. Sampling Variances and Standard Errors 33
2.11. Biases and the Mean Square Error 36
2.12. The Sampling Distribution and Confidence Intervals 40
References 43
Reading 43
3 Simple Random Sampling and Unbiased Estimates 44
3.1. Introduction 44
3.2. Sampling with and without Replacement 45
3.3. Unbiased Estimators and their Variances 46
3.4. Estimation for a Subgroup 48
3.5. Numerical Examples 52
3.6. Sample Estimators of Variance 55
3.7. Sample Estimates of Covariance and Correlation 57
3.8. Systematic Sampling 59
3.9. Designing a Simple Random Sample 65
References 68
Reading 68
4 Ratio and Regression Estimates and Estimates of Ratios 69
4.1. Introduction 69
4.2. Sample Estimators 71
4.3. Numerical Examples 73
4.4. Variances of Ratio Estimates and Estimated Ratios 81
4.5. Bias of a Ratio Estimator 83
4.6. Sample Estimates of Variance 86
4.7. Relative Efficiency 88
4.8. Ratio, Regression, and Difference Estimators 89
4.9. Sample Design Issues 93
Appendix 95
Reading 98
Contents xiii
5 Stratified Sampling 99
5.1. Introduction 99
5.2. Some Stratified Sampling Estimators 101
5.3. Numerical Examples 104
5.4. Variance of Stratified Sample Estimates 110
5.5. Optimum Sample Allocation 115
5.6. Special Purpose Allocations 119
5.7. Designing a Stratified Sample 122
References 127
Reading 127
6 Selection with Probability Proportional to Size 128
6.1. Introduction 128
6.2. Sample Selection with Probability Proportional to Size 130
6.3. Sample Estimation 134
6.4. Numerical Examples 136
6.5. Variance 145
6.6. Relevant Model 148
6.7. Relative Efficiency 152
6.8. Sample Estimators of Variance 158
6.9. Stratification 159
Appendix 162
References 170
Reading 170
7 Multistage Sampling: Concept 171
7.1. Introduction 171
7.2. Simple Cluster Sampling 173
7.3. Sampling at the Second Stage 180
7.4. Variable Cluster Sizes 186
7.5. Sampling First Stage Units with Probability Proportional to
Size 190
7.6. Ratio Estimation 197
References 200
Reading 200
xiv Contents
8 Multistage Sampling: Application 202
8.1. Introduction 202
8.2. Relative Efficiency 203
8.3. Desirable Features of Clusters 210
8.4. Optimum Sample Cluster Sizes 214
8.5. Sample Estimates of Variance 220
8.6. Stratification in Multistage Sampling 222
8.7. Three and More Stages of Sampling 230
8.8. Design Variations 235
References 238
Reading 239
9 Further Sampling Techniques 240
9.1. Introduction 240
9.2. Two Phase Sampling 241
9.3. Repeated Surveys 248
9.4. Sample Rotation 252
9.5. Medians and Percentiles 256
9.6. Raking Ratio Estimation 259
9.7. Complex Regression Estimation 264
9.8. Synthetic Estimation 271
9.9. Composite Estimation 277
Appendix 280
References 285
10 Control of Nonsample Errors 286
10.1. Introduction 286
10.2. Probability or Non Probability Sampling 289
10.3. Coverage 294
10.4. Response and Nonresponse Errors 298
10.5. Operational Controls 304
10.6. Allowing for Nonresponse in Sample Estimation 310
10.7. Examples of Nonresponse Adapted Estimation 320
10.8. Handling Nonresponse by Other Means 327
10.9. Response Problems of Repeated Surveys 331
10.10. Evaluating Response and Nonresponse Errors 337
Appendix 343
Contents xv
References 344
Reading 345
11 Sample Design 346
11.1. Introduction 346
11.2. Choice of Survey Sampling Techniques 348
11.3. Sample Errors and Choice of Sample Size 352
11.4. Prior Estimation of Single Stage Sample Errors 358
11.5. Model Based Estimates of Population Variances 362
11.6. Prior Estimation of Multistage Sample Errors 368
11.7. Optimum Sample Design 375
11.8. Options for Very Small Surveys 378
11.9. Specification of Sample Designs 382
References 384
Reading 385
12 Sample Frames, Selection Systems, and Master Samples 386
12.1. Introduction 386
12.2. Sources of Sample Frames 388
12.3. Survey Coverage Rules 392
12.4. Frames for a Series of Surveys 398
12.5. Sample Selection Systems 401
References 402
Reading 402
13 Household Survey Master Samples 403
13.1. Introduction 403
13.2. Household Survey Design 404
13.3. Master Sample Selection 409
13.4. Samples of Special Dwellings and Communities 419
13.5. Master Sample Maintenance 423
References 426
Reading 426
14 Survey Design 427
14.1. Introduction 427
14.2. Design Issues 430
xvi Contents
14.3. Survey Design Strategy 434
14.4. Survey Development Plans 440
14.5. Potential Advantages 444
References 445
Reading 445
15 Design of Series of Surveys 446
15.1. Introduction 446
15.2. Statistical Issues 447
15.3. Operational and Cost Considerations 449
15.4. Design Perspectives 453
15.5. Overall Survey Program Design 455
15.6. Infrastructure Design 458
15.7. Designing One of a Series of Surveys 464
15.8. A Design Strategy for Series of Surveys 465
Reference 466
Reading 466
Index 467 |
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| spelling | Foreman, E. K. Verfasser aut Survey sampling principles E. K. Foreman 1. print. New York [u.a.] Dekker 1991 XVI, 497 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Statistics 120 Amostragem (estatistica) larpcal Échantillonnage (statistique) ram Sampling (Statistics) Datenerhebung (DE-588)4155272-6 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Stichprobe (DE-588)4057502-0 gnd rswk-swf Datenerhebung (DE-588)4155272-6 s DE-604 Stichprobe (DE-588)4057502-0 s Statistik (DE-588)4056995-0 s 1\p DE-604 Statistics 120 (DE-604)BV000003265 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015371620&sequence=000002&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 | Foreman, E. K. Survey sampling principles Statistics Amostragem (estatistica) larpcal Échantillonnage (statistique) ram Sampling (Statistics) Datenerhebung (DE-588)4155272-6 gnd Statistik (DE-588)4056995-0 gnd Stichprobe (DE-588)4057502-0 gnd |
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| title | Survey sampling principles |
| title_auth | Survey sampling principles |
| title_exact_search | Survey sampling principles |
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| title_full | Survey sampling principles E. K. Foreman |
| title_fullStr | Survey sampling principles E. K. Foreman |
| title_full_unstemmed | Survey sampling principles E. K. Foreman |
| title_short | Survey sampling principles |
| title_sort | survey sampling principles |
| topic | Amostragem (estatistica) larpcal Échantillonnage (statistique) ram Sampling (Statistics) Datenerhebung (DE-588)4155272-6 gnd Statistik (DE-588)4056995-0 gnd Stichprobe (DE-588)4057502-0 gnd |
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