Statistical Methods for Financial Data

3 credits · Maîtrise en gestion (M. Sc.)

Statistics is an essential tool in quantitative finance, namely for the estimation of portfolio and risk models. This course covers estimation methods, multivariate models, dimensionality reduction, resampling, as well as model validation methods.