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Successful Uses of R (along with SAS and Excel) in Banking: A Look at Mortgages, Loan Portfolios and Probabilities of Default
Hong Ooi’s analysis supports bottom line-impacting decisions made a wide spectrum of groups at Australia and New Zealand Banking Group (ANZ). He has broad experience with both SAS and R, and depends on R for the bulk of his analysis. In this webinar, he will discuss his challenges, how he’s using R along with SAS and Excel to overcome them in areas such as:
- Fitting models for mortgage loss given default,
- Monte Carlo application for stress-testing loan portfolios (in combination with SAS and Excel, which was used to enable access to the model for business users),
- Framework for calculating through-the-[economic]-cycle probabilities of default.
Hong will share some of the clever ways he’s using R to achieve innovation and improved performance. He will also talk about some of the challenges involved in getting R accepted in a conservative financial institution workplace.
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