Data Quality and Record Linkage Techniques

1. Introduction
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

2. What is Data Quality and Why Should We Care?
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

3. Examples of Entities Using Databreak to their Advantage/Disadvantage
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

4. Properties of Data Quality and Metrics for Measuring It
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

5. Basic Data Quality Tools
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

6. Mathematical Preliminaries for Specialized Data Quality Techniques
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

7. Automatic Editing and Imputation of Sample Survey Data
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

8. Record Linkage – Methodology
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

9. Estimating the Parameters of the Fellegi–Sunter Record Linkage Model
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

10. Standardization and Parsing
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

11. Phonetic Coding Systems for Names
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

12. Blocking
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

13. String Comparator Metrics for Typographical Error
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

14. Duplicate FHA Single-Family Mortgage Records
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

15. Record Linkage Case Studies in the Medical, Biomedical, and Highway Safety Areas
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

16. Constructing List Frames and Administrative Lists
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

17. Social Security and Related Topics
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

18. Confidentiality: Maximizing Access to Micro-data while Protecting Privacy
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

19. Review of Record Linkage Software
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

20. Summary Chapter
Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler

DRM-restrictions

Printing: not available
Clipboard copying: not available

Avainsanat: COMPUTERS / Computer Science COM014000