Credit Data and Scoring: The First Triumph of Big Data and Big Algorithms
Autor Eric Rosenblatten Limba Engleză Paperback – 6 ian 2020
- 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
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Specificații
ISBN-13: 9780128188156
ISBN-10: 0128188154
Pagini: 274
Dimensiuni: 152 x 229 x 24 mm
Greutate: 0.37 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0128188154
Pagini: 274
Dimensiuni: 152 x 229 x 24 mm
Greutate: 0.37 kg
Editura: ELSEVIER SCIENCE
Public țintă
Upper-division undergraduates, graduate students, and professionals worldwide working on subjects related to economic development and growthCuprins
1. When Our Reputation Became our Score2. The Credit Industry3. CRAs - Losing Battles to Win the War4. My Credit Report5. Historic Complaints about Credit Accuracy6. Differences in Credit Data Between Bureaus7. Differences in Credit Scores between Bureaus8. The Mystery of Credit Scores9. Making a Credit Score10. Picking the y Variable, Picking the x Variables11. Calculating Weight of Evidence and Information Value12. Regressions13. Getting a Good Model14. Data Flows: The Road to Attributes and Scores15. The War Between Individuals and Algorithms16. Protecting Data17. About the Authors
Appendix1. Credit Laws / Data Laws2. My Credit Report
Appendix1. Credit Laws / Data Laws2. My Credit Report
Recenzii
"Explores credit scoring and personal data collection by credit reporting agencies (CRAs), highlighting the arbitrariness, unfairness, and inaccuracy of the practice. Chronicles how data-based credit scores replaced subjective and reputational qualities as the basis of credit decisions. Provides an overview of the credit industry in the United States and its regulators." --Journal of Economic Literature