Herzog, Thomas N.
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
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Keywords: COMPUTERS / Computer Science COM014000
- Author(s)
- Herzog, Thomas N.
- Scheuren, Fritz J.
- Winkler, William E.
- Publisher
- Springer
- Publication year
- 2007
- Language
- en
- Edition
- 1
- Category
- Information Technology, Telecommunications
- Format
- Ebook
- eISBN (PDF)
- 9780387695051