MARC details
000 -LEADER |
fixed length control field |
05115nam a22004935i 4500 |
001 - CONTROL NUMBER |
control field |
978-0-387-69505-1 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
DE-He213 |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20170628033331.0 |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr nn 008mamaa |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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100301s2007 xxu| s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9780387695051 |
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978-0-387-69505-1 |
024 7# - OTHER STANDARD IDENTIFIER |
Standard number or code |
10.1007/0-387-69505-2 |
Source of number or code |
doi |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
QA76.9.D3 |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
UN |
Source |
bicssc |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
UMT |
Source |
bicssc |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
COM021000 |
Source |
bisacsh |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
005.74 |
Edition number |
23 |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Herzog, Thomas N. |
Relator term |
author. |
245 10 - TITLE STATEMENT |
Title |
Data Quality and Record Linkage Techniques |
Medium |
[electronic resource] / |
Statement of responsibility, etc |
by Thomas N. Herzog, Fritz J. Scheuren, William E. Winkler. |
264 #1 - |
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New York, NY : |
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Springer New York, |
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2007. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
XIV, 234 p. |
Other physical details |
online resource. |
336 ## - |
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text |
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txt |
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rdacontent |
337 ## - |
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computer |
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c |
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rdamedia |
338 ## - |
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online resource |
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cr |
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rdacarrier |
347 ## - |
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text file |
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PDF |
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rda |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Data Quality: What It is, Why It is Important, and How to Achieve It -- What is Data Quality and Why Should We Care? -- Examples of Entities Using Data\break to their Advantage/Disadvantage -- Properties of Data Quality and Metrics for Measuring It -- Basic Data Quality Tools -- Specialized Tools for Database Improvement -- Mathematical Preliminaries for Specialized Data Quality Techniques -- Automatic Editing and Imputation of Sample Survey Data -- Record Linkage – Methodology -- Estimating the Parameters of the Fellegi–Sunter Record Linkage Model -- Standardization and Parsing -- Phonetic Coding Systems for Names -- Blocking -- String Comparator Metrics for Typographical Error -- Record Linkage Case Studies -- Duplicate FHA Single-Family Mortgage Records -- Record Linkage Case Studies in the Medical, Biomedical, and Highway Safety Areas -- Constructing List Frames and Administrative Lists -- Social Security and Related Topics -- Other Topics -- Confidentiality: Maximizing Access to Micro-data while Protecting Privacy -- Review of Record Linkage Software -- Summary Chapter. |
520 ## - SUMMARY, ETC. |
Summary, etc |
This book helps practitioners gain a deeper understanding, at an applied level, of the issues involved in improving data quality through editing, imputation, and record linkage. The first part of the book deals with methods and models. Here, we focus on the Fellegi-Holt edit-imputation model, the Little-Rubin multiple-imputation scheme, and the Fellegi-Sunter record linkage model. Brief examples are included to show how these techniques work. In the second part of the book, the authors present real-world case studies in which one or more of these techniques are used. They cover a wide variety of application areas. These include mortgage guarantee insurance, medical, biomedical, highway safety, and social insurance as well as the construction of list frames and administrative lists. Readers will find this book a mixture of practical advice, mathematical rigor, management insight and philosophy. The long list of references at the end of the book enables readers to delve more deeply into the subjects discussed here. The authors also discuss the software that has been developed to apply the techniques described in our text. Thomas N. Herzog, Ph.D., ASA is the Chief Actuary at the U.S. Department of Housing and Urban Development. He holds a Ph.D. in mathematics from the University of Maryland and is also an Associate of the Society of Actuaries. He is the author or co-author of books on Credibility Theory, Monte Carlo Methods, and Models for Quantifying Risk. Fritz J. Scheuren, Ph.D., is a Vice President for Statistics with the National Opinion Research Center at the University of Chicago. He has a Ph.D. in statistics from the George Washington University. He is much published with over 300 papers and monographs. He is the 100th President of the American Statistical Association and a Fellow of both the American Statistical Association and the American Association for the Advancement of Science. William E. Winkler, Ph.D., is Principal Researcher at the U.S. Census Bureau. He holds a Ph.D. in probability theory from Ohio State University and is a Fellow of the American Statistical Association. He has more than 130 papers in areas such as automated record linkage and data quality. He is the author or co-author of eight generalized software systems, some of which are used for production in the largest survey and administrative-list situations. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Computer science. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Database management. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Mathematical statistics. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Statistics. |
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Computer Science. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Database Management. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Statistical Theory and Methods. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Scheuren, Fritz J. |
Relator term |
author. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Winkler, William E. |
Relator term |
author. |
710 2# - ADDED ENTRY--CORPORATE NAME |
Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
773 0# - HOST ITEM ENTRY |
Title |
Springer eBooks |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
Display text |
Printed edition: |
International Standard Book Number |
9780387695020 |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="http://dx.doi.org/10.1007/0-387-69505-2">http://dx.doi.org/10.1007/0-387-69505-2</a> |
912 ## - |
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ZDB-2-SCS |