Data Quality and Record Linkage Techniques

Table of Contents

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   Book Overview
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   Chapter 1 Introduction
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   Chapter 2 What is Data Quality and Why Should We Care?
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   Chapter 3 Examples of Entities Using Data\break to their Advantage/Disadvantage
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   Chapter 4 Properties of Data Quality and Metrics for Measuring It
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   Chapter 5 Basic Data Quality Tools
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   Chapter 6 Mathematical Preliminaries for Specialized Data Quality Techniques
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   Chapter 7 Automatic Editing and Imputation of Sample Survey Data
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   Chapter 8 Record Linkage – Methodology
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    Chapter 9 Estimating the Parameters of the Fellegi–Sunter Record Linkage Model
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    Chapter 10 Standardization and Parsing
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    Chapter 11 Phonetic Coding Systems for Names
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    Chapter 12 Blocking
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    Chapter 13 String Comparator Metrics for Typographical Error
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    Chapter 14 Duplicate FHA Single-Family Mortgage Records
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    Chapter 15 Record Linkage Case Studies in the Medical, Biomedical, and Highway Safety Areas
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    Chapter 16 Constructing List Frames and Administrative Lists
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    Chapter 17 Social Security and Related Topics
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    Chapter 18 Confidentiality: Maximizing Access to Micro-data while Protecting Privacy
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    Chapter 19 Review of Record Linkage Software
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    Chapter 20 Summary Chapter