Sample surveys: A Design, methods and applications
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Amsterdam [u.a.]
Elsevier [u.a.]
2009
|
| Ausgabe: | 1. ed. |
| Schriftenreihe: | Handbook of statistics
29,1 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXIV, 698 S. graph. Darst. |
| ISBN: | 9780444531247 |
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Datensatz im Suchindex
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|---|---|
| adam_text | Table
of
Contents
Volume
29
A
Sample Surveys: Design, Methods and Applications
Preface to Handbook
29
A v
Contributors: Vol. 29A
xix
Contributors: Vol. 29B
xxiii
Part
1.
Sampling and Survey Design
1
Introduction to Part
1 3
Sharon L. Lohr
1.
Importance of survey design
3
2.
Framework and approaches to design and inference
4
3.
Challenges in survey design
6
Ch.
1.
Introduction to Survey Sampling
9
Ken Brewer and Timothy
G. Grégoire
1.
Two alternative approaches to survey sampling inference
9
2.
Historical approaches to survey sampling inference
13
3.
Some common sampling strategies
21
4.
Conclusion
37
Ch.
2.
Sampling with Unequal Probabilities
39
Yves G. Berger
and Yves
Tillé
1.
Introduction
39
2.
Some methods of unequal probability sampling
40
3.
Point estimation in unequal probability sampling without replacement
47
4.
Variance estimators free of joint inclusion probabilities
48
5.
Variance estimation of a function of means
50
6.
Balanced sampling
51
viii Table of
Contents
Ch.
3.
Two-Phase Sampling
55
Jason
C. Ĺegg
and Wayne A. Fuller
1.
Introduction
55
2.
Using auxiliary information in estimation
60
3.
Three-phase sampling
65
4.
Two-phase estimation illustration
66
Ch.
4.
Multiple-Frame Surveys
71
Sharon L. Lohr
1.
What are multiple-frame surveys, and why are they used?
71
2.
Point estimation in multiple-frame surveys
76
3.
Variance estimation in multiple-frame surveys
83
4.
Designing multiple-frame surveys
85
5.
New applications and challenges for multiple-frame surveys
85
Acknowledgments
88
Ch.
5.
Designs for Surveys over Time
89
Graham Kalton
1.
Introduction
89
2.
Repeated surveys
91
3.
Rotating panel surveys
94
4.
Panel surveys
97
5.
Conclusions
108
Ch.
6.
Sampling of Rare Populations
109
Mary C. Christman
1.
Introduction
109
2.
Modifications to classical design-based sampling strategies
110
3.
Adaptive sampling designs
115
4.
Experimental design
123
5.
Confidence interval estimation
123
6.
Summary
124
Ch.
7.
Design, Conduct, and Analysis of Random-Digit Dialing Surveys
125
Kirk
Wolter,
Sadeq Chowdhury and Jenny Kelly
1.
Introduction
125
2.
Design of RDD surveys
126
3.
Conduct of RDD surveys
134
4.
Analysis of RDD surveys
146
Part
2.
Survey Processing
155
Introduction to Part
2 157
Paul Biemer
Table
of
Contents
1.
Overview of data processing steps
157
2.
Data quality and data processing
162
Ch.
8.
Nonresponse
and Weighting
163
J. Michael Brick and Jill M. Montaquila
1.
Nonresponse
in surveys
163
2.
Response rates
167
3.
The relationship between response rates and
nonresponse
bias
170
4.
Weighting for
nonresponse
174
5.
Variance and confidence interval estimation
181
6.
Discussion
183
Ch.
9.
Statistical Data Editing
187
Ton
De Waal
1.
Introduction
187
2.
The use of edit rules
188
3.
Interactive editing
189
4.
Editing during the data collection phase
191
5.
Selective editing
192
6.
Automatic editing
198
7.
Macro-editing
207
8.
A strategy for statistical data editing
211
9.
Discussion
213
Ch.
10.
Imputation and Inference in the Presence of Missing Data
215
David Haziza
1.
Introduction
215
2.
Context and defnitions
216
3.
Bias of the imputed estimator
224
4.
Variance of the imputed estimator
230
5.
Imputation classes
231
6.
Variance estimation
235
7.
Multiple imputation
243
8.
Conclusions
246
Ch.
11.
Dealing with Outliers in Survey Data
247
Jean-François
Beaumont and Louis-Paul Rivest
1.
Introduction
247
2.
Estimation of the mean of an asymmetric distribution in an infinite population
250
3.
The estimation of totals in finite populations containing outliers
256
4.
The estimation of totals using auxiliary information in finite populations
containing outliers
259
5.
Dealing with stratum jumpers
270
6.
Practical issues and future work
278
χ
Table of
Contents
Ch.
12.
Measurement Errors in Sample Surveys
281
Paul Biemer
1.
Introduction
281
2.
Modeling survey measurement error
282
3.
The truth as a latent variable: Latent class models
289
4.
Latent class models for three or more polytomous indicators
294
5.
Some advanced topics
303
6.
Measurement error evaluation with continuous variables
309
7.
Discussion
315
Ch.
13.
Computer Software for Sample Surveys
317
Jelke
Bethlehem
1.
Survey process
317
2.
Data collection
318
3.
Statistical data editing
325
4.
Imputation
332
5.
Weighting adjustment
336
6.
Analysis
343
7.
Disclosure control
348
Ch.
14.
Record Linkage
351
William E. Winkler
1.
Introduction
351
2.
Overview of methods
353
3.
Data preparation
366
4.
More advanced methods
370
5.
Concluding remarks
380
Ch.
15.
Statistical Disclosure Control for Survey Data
381
Chris Skinner
1.
Introduction
381
2.
Tabular outputs
384
3. Microdata 388
4.
Conclusion
396
Acknowledgments
396
Part
3.
Survey Applications
397
Introduction to Part
3 399
Jack G. Gambino
1.
Frames and designs
399
2.
Stratification, allocation and sampling
401
3.
Estimation
402
Table of
Contents
4.
Auxiliary information
403
5.
Challenges
404
Ch.
16.
Sampling and Estimation in Household Surveys
407
Jack G. Gambino and Pedro Luis do
Nascimento
Silva
1.
Introduction
407
2.
Survey designs
408
3.
Repeated household surveys
415
4.
Data collection
425
5.
Weighting and estimation
427
6.
Nonsampling
errors in household surveys
435
7.
Integration of household surveys
436
8.
Survey redesign
438
9.
Conclusions
438
Acknowledgments
439
Ch.
17.
Sampling and Estimation in Business Surveys
441
Michael A. Hidiroglou and Pierre
Lavallée
1.
Introduction
441
2.
Sampling frames for business surveys
442
3.
Administrative data
446
4.
Sample size determination and allocation
450
5.
Sample selection and rotation
457
6.
Data editing and imputation
460
7.
Estimation
467
Ch.
18.
Sampling, Data Collection, and Estimation in Agricultural Surveys
471
Sarah M. Nusser and Carol C. House
1.
Introduction
471
2.
Sampling
473
3.
Data collection
480
4.
Statistical estimation
482
5.
Confidentiality
485
6.
Concluding remarks
485
Acknowledgments
486
Ch.
19.
Sampling and Inference in Environmental Surveys
487
David A. Marker and Don L. Stevens Jr.
1.
Introduction
487
2.
Sampling populations in space
489
3.
Defining sample frames for environmental populations
490
4.
Designs for probability-based environmental samples
492
5.
Using ancillary information in design
500
6.
Inference for probability-based design
502
7.
Model-based optimal spatial designs
503
Table
of
Contents
8.
Plot design issues
506
9.
Sources of error in environmental studies
508
10.
Conclusions
512
Acknowledgements
512
Ch.
20.
Survey Sampling Methods in Marketing Research: A Review of Telephone,
Mall Intercept, Panel, and Web Surveys
513
Raja Velu
and Gurramkonda M. Naidu
1.
Introduction
513
2.
Telephone surveys
517
3.
Fax surveys
527
4.
Shopping center sampling and interviewing
527
5.
Consumer panels
529
6.
Web surveys
534
7.
Conclusion
538
Ch.
21.
Sample Surveys and Censuses
539
Ronit Nirel
and Hagit Glickman
1.
Introduction
539
2.
The use of sample surveys for estimating coverage errors
541
3.
The use of sample surveys to evaluate statistical adjustment of census counts
552
4.
The use of sample surveys for carrying out a census
558
5.
Sample surveys carried out in conjunction with a census
562
6.
Concluding remarks
564
Ch.
22.
Opinion and Election Polls
567
Kathleen A. Frankovic,
Costas
Panagopoulos and Robert Y. Shapiro
1.
Introduction: the reasons for public opinion and election polling
567
2.
General methodological issues in public opinion and election polls
575
3.
Preelection polling: methods, impact, and current issues
580
4.
Exit polling
584
5.
Postelection and between-election polls
588
6.
Other opinion measurements: focus groups, deliberative polls, and the effect
of political events
588
7.
Present and future challenges in polling
590
8.
Continued interest in public opinion and polling
594
Acknowledgments
595
References
597
Subject Index: Index of Vol. 29A
651
Subject Index: Index of Vol. 29B
661
Handbook of Statistics: Contents of Previous Volumes
671
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| title | Sample surveys |
| title_auth | Sample surveys |
| title_exact_search | Sample surveys |
| title_full | Sample surveys A Design, methods and applications ed. by D. Pfeffermann ... |
| title_fullStr | Sample surveys A Design, methods and applications ed. by D. Pfeffermann ... |
| title_full_unstemmed | Sample surveys A Design, methods and applications ed. by D. Pfeffermann ... |
| title_short | Sample surveys |
| title_sort | sample surveys design methods and applications |
| topic | Anwendungsbereich (DE-588)4232773-8 gnd Stichprobenprüfung (DE-588)4138267-5 gnd Versuchsanlage Statistik (DE-588)4508690-4 gnd Stichprobe (DE-588)4057502-0 gnd Umfrage (DE-588)4005227-8 gnd |
| topic_facet | Anwendungsbereich Stichprobenprüfung Versuchsanlage Statistik Stichprobe Umfrage Aufsatzsammlung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018003583&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV035726861 (DE-604)BV000002510 |
| work_keys_str_mv | AT pfeffermanndanny samplesurveysa |