Book Image

SAS for Finance

By : Harish Gulati
Book Image

SAS for Finance

By: Harish Gulati

Overview of this book

SAS is a groundbreaking tool for advanced predictive and statistical analytics used by top banks and financial corporations to establish insights from their financial data. SAS for Finance offers you the opportunity to leverage the power of SAS analytics in redefining your data. Packed with real-world examples from leading financial institutions, the author discusses statistical models using time series data to resolve business issues. This book shows you how to exploit the capabilities of this high-powered package to create clean, accurate financial models. You can easily assess the pros and cons of models to suit your unique business needs. By the end of this book, you will be able to leverage the true power of SAS to design and develop accurate analytical models to gain deeper insights into your financial data.
Table of Contents (9 chapters)

Summary

In this chapter, we reviewed the regulatory influences on credit risk, and understood key aspects and metrics. We also introduced the concept of a generalized linear model using Proc Genmod. We showcased how a logistic model can be built using Genmod. We also discussed how ROC curves can help us compare models.

In the next chapter, we will introduce methodologies for budget and demand forecasting.