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Administrative Records for Survey Methodology
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Страница 1
Table of Contents
List of Figures
List of Tables
Guide
Pages
WILEY SERIES IN SURVEY METHODOLOGY
Administrative Records for Survey Methodology
Страница 9
Preface
References
Страница 12
Страница 13
1 On the Use of Proxy Variables in Combining Register and Survey Data
1.1 Introduction
1.1.1 A Multisource Data Perspective
1.1.2 Concept of Proxy Variable
1.2 Instances of Proxy Variable
1.2.1 Representation
1.2.2 Measurement
1.3 Estimation Using Multiple Proxy Variables
1.3.1 Asymmetric Setting
1.3.2 Uncertainty Evaluation: A Case of Two-Way Data
1.3.3 Symmetric Setting
1.4 Summary
References
2 Disclosure Limitation and Confidentiality Protection in Linked Data
2.1 Introduction
2.2 Paradigms of Protection
2.2.1 Input Noise Infusion
2.2.2 Formal Privacy Models
2.3 Confidentiality Protection in Linked Data: Examples
2.3.1 HRS–SSA 2.3.1.1 Data Description
2.3.1.2 Linkages to Other Data
2.3.1.3 Disclosure Avoidance Methods
2.3.2 SIPP–SSA–IRS (SSB) 2.3.2.1 Data Description
2.3.2.2 Disclosure Avoidance Methods
2.3.2.3 Disclosure Avoidance Assessment
2.3.2.4 Analytical Validity Assessment
Box 2.1 Sidebox: Practical Synthetic Data Use
2.3.3 LEHD: Linked Establishment and Employee Records 2.3.3.1 Data Description
2.3.3.2 Disclosure Avoidance Methods
2.3.3.3 Disclosure Avoidance Assessment for QWI
2.3.3.4 Analytical Validity Assessment for QWI
Time-Series Properties of Distorted Data
Cross-sectional Unbiasedness of the Distorted Data
Box 2.2 Sidebox: Do-It-Yourself Noise Infusion
2.4 Physical and Legal Protections
2.4.1 Statistical Data Enclaves
2.4.2 Remote Processing
2.4.3 Licensing
2.4.4 Disclosure Avoidance Methods
2.4.5 Data Silos
2.5 Conclusions
2.A Appendix: Technical Terms and Acronyms
2.A.1 Other Abbreviations
2.A.2 Concepts
Acknowledgments
References
Notes
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