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Related lectures (16)
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Dependence Measures: Rank Correlations
Covers rank correlations, tail dependence, and copula fitting methods.
Principal Component Analysis: Introduction
Introduces Principal Component Analysis, focusing on maximizing variance in linear combinations to summarize data effectively.
Elliptical Distributions: Properties and Applications
Covers elliptical distributions, including properties, applications, and risk management implications.
High Frequency Trading: Secrets and Ethics
Explores high frequency trading, ethical dilemmas in finance, and the importance of structural reforms in the industry.
Statistical Physics of Deep Learning
Explores algorithmically hard problems and deep learning using statistical physics methods.
Quantitative Risk Management: Linear Strategies
Explores linear strategies in risk management, translating signals into positions and exploiting predictability.