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Activity Number: 441
Type: Contributed
Date/Time: Tuesday, August 6, 2013 : 2:00 PM to 3:50 AM
Sponsor: Business and Economic Statistics Section
Abstract - #307651
Title: An Example Using Excel Stepwise Regression to Forecast High-Risk Automobile Losses
Author(s): Kris Moore and Jonathan Trower*+
Companies: Baylor University
Keywords: multiple regression ; stepwise regression ; automobile loan losses
Abstract:

A multiple regression model to predict losses on high risk automobile loans is found using stepwise regression and seven independent variables for 769 loans. The independent variables used were A. P. R. (annual percentage rate), amount financed, automobile mileage, down payment, credit rating (Auto Zoom), pass time device, and whether or not the customer had a previous repossession.


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