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ORIE 5640

Statistics for Financial Engineering

4.0 credits · Graduate

Regression, ARIMA, GARCH, stochastic volatility, and factor models. Calibration of financial engineering models, estimation of diffusion models, estimation of risk measures, multivariate models and copulas, bayesian statistics. Students are instructed in the use of R software.

Prerequisites & course information

background equivalent to: ORIE 3500 or ORIE 5500; ORIE 4600 or ORIE 4630 or ORIE 5600.

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