This course covers theoretical and practical aspects of statistical methods with applications in Finance, in particular

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• Descriptive Statistics

• Multivariate Statistical Analysis

• Statistical Inference

• Hypothesis Testing

• Maximum Likelihood

• Principal Component Analysis

• Random Matrix Theory

• Regression methods

• Rough volatility