Intelligent Credit Scoring: Building and Implementing Better Credit Risk Scorecards (Wiley and SAS Business Series)

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Intelligent Credit Scoring: Building and Implementing Better Credit Risk Scorecards (Wiley and SAS Business Series)

ₓ Advantages of reading Intelligent Credit Scoring: Building and Implementing Better Credit Risk Scorecards (Wiley and SAS Business Series) ₳ Kindle Ebook By Naeem Siddiqi ⃛ A better development and implementation framework for credit risk scorecards Intelligent Credit Scoring presents a business oriented process for the development and implementation of risk prediction scorecards The credit scorecard is a powerful tool for measuring the risk of individual borrowers, gauging overall risk exposure and developing analytically driven, risk adjusted strategies for existing customers In the past 10 years, hundreds of banks worldwide have brought the process of developing credit scoring models in house, while credit scores have become a frequent topic of conversation in many countries where bureau scores are used broadly In the United States, the FICO and Vantage scores continue to be discussed by borrowers hoping to get a better deal from the banks While knowledge of the statistical processes around building credit scorecards is common, the business context and intelligence that allows you to build better, robust, and ultimately intelligent, scorecards is not As the follow up to Credit Risk Scorecards, this updated second edition includes new detailed examples, new real world stories, new diagrams, deeper discussion on topics including WOE curves, the latest trends that expand scorecard functionality and new in depth analyses in every chapter Expanded coverage includes new chapters on defining infrastructure for in house credit scoring, validation, governance, and Big Data Black box scorecard development by isolated teams has resulted in statistically valid, but operationally unacceptable models at times This book shows you how various personas in a financial institution can work together to create intelligent scorecards, to avoid disasters, and facilitate better decision making Key items discussed include Following a clear step by step framework for development, implementation, and beyond Lots of real life tips and hints on how to detect and fix data issues How to realise bigger ROI from credit scoring using internal resources Explore new trends and advances to get out of the scorecard Credit scoring is now a very common tool used by banks, Telcos, and others around the world for loan origination, decisioning, credit limit management, collections management, cross selling, and many other decisions Intelligent Credit Scoring helps you organise resources, streamline processes, and build intelligent scorecards that will help achieve better results. 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