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Chapter One - I used to have a reputation. Now I have a score.
Pages 1-8 - Book chapterAbstract only
Chapter Two - The credit industry in the United States
Pages 9-15 - Book chapterAbstract only
Chapter Three - My credit report—some of it is right
Pages 17-26 - Book chapterAbstract only
Chapter Four - Credit reporting agencies: playing the long game
Pages 27-36 - Book chapterAbstract only
Chapter Five - Data errors to keep money renters happy
Pages 37-42 - Book chapterAbstract only
Chapter Six - Historic complaints about credit accuracy
Pages 43-49 - Book chapterAbstract only
Chapter Seven - Differences in data between credit reporting agencies
Pages 51-56 - Book chapterAbstract only
Chapter Eight - Can credit errors be fixed? Probably not
Pages 57-63 - Book chapterAbstract only
Chapter nine - The mystery of credit scores
Pages 65-75 - Book chapterAbstract only
Chapter Ten - Making a credit score: it starts with data
Pages 77-85 - Book chapterAbstract only
Chapter Eleven - Picking the Y variable, picking the X variables
Pages 87-98 - Book chapterAbstract only
Chapter Twelve - Calculating weight of evidence and information value
Pages 99-104 - Book chapterAbstract only
Chapter Thirteen - Regressions
Pages 105-110 - Book chapterAbstract only
Chapter Fourteen - Getting a sensible model
Pages 111-117 - Book chapterAbstract only
Chapter Fifteen - Credit scores on the same borrower differ between CRAs
Pages 119-125 - Book chapterAbstract only
Chapter Sixteen - The credit industry outside the United States
Pages 127-131 - Book chapterAbstract only
Chapter Seventeen - List of practices by country
Pages 133-172 - Book chapterAbstract only
Chapter Eighteen - Data security
Pages 173-181 - Book chapterAbstract only
Chapter Nineteen - Algorithms and individuals
Pages 183-190 - Book chapterAbstract only
Chapter Twenty - Something like a conclusion
Pages 191-196 - Book chapterNo access
Appendix 1 - U.S. (and a little bit of European) law
Pages 197-208 - Book chapterNo access
Appendix 2 - Final rule on credit scores from FHFA
Pages 209-216 - Book chapterNo access
Appendix 3 - Attachment: My credit report
Pages 217-245 - Book chapterNo access
Appendix 4 - A summary of your rights under the Fair Credit Reporting Act
Pages 247-251 - Book chapterNo access
Appendix 5 - Your rights under State law
Pages 253-256 - Book chapterNo access
Index
Pages 257-263
About the book
Description
Credit Data and Scoring: The First Triumph of Big Data and Big Algorithms illuminates the often-hidden practice of predicting an individual’s economic responsibility. Written by a leading practitioner, it examines the international implications of US leadership in credit scoring and what other countries have learned from it in building their own systems. Through its comprehensive contemporary perspective, the book also explores how algorithms and big data are driving the future of credit scoring. By revealing a new big picture and data comparisons, it delivers useful insights into legal, regulatory and data manipulation.
Credit Data and Scoring: The First Triumph of Big Data and Big Algorithms illuminates the often-hidden practice of predicting an individual’s economic responsibility. Written by a leading practitioner, it examines the international implications of US leadership in credit scoring and what other countries have learned from it in building their own systems. Through its comprehensive contemporary perspective, the book also explores how algorithms and big data are driving the future of credit scoring. By revealing a new big picture and data comparisons, it delivers useful insights into legal, regulatory and data manipulation.
Key Features
- Provides insights into credit scoring goals and methods
- Examines U.S leadership in developing credit data and algorithms and how other countries depart from it
- Analyzes the growing influence of algorithms in data scoring
- Provides insights into credit scoring goals and methods
- Examines U.S leadership in developing credit data and algorithms and how other countries depart from it
- Analyzes the growing influence of algorithms in data scoring
Details
ISBN
978-0-12-818815-6
Language
English
Published
2020
Copyright
Copyright © 2020 Elsevier Inc. All rights reserved.
Imprint
Academic Press