magorshunov / forecasting_auto_loans

ARIMA forecasting model that predicts the rate of return on car loans

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Forecasting Auto Loan Performance Using ARIMA: Buy Here, Pay Here Car Dealerships

This notebook develops a forecasting model for a lending firm with the mission to provide funds and loan management to BHPH dealerships. The model predicts the rate of return on car loans extended by a BHPH dealership of used cars in the southeastern US. The resulting model confidently forecasts that the dealership will have higher than its typical performance during at least the next four quarters: 2022Q2-2023Q1.

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ARIMA forecasting model that predicts the rate of return on car loans


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