Description: Research results of the Instructor over the years, including more recent on Foundations of Data Science for Algorithmic (Black-Box) models, i.e. without model assumptions for the data.Topics include: Cluster and Structures detection with the Variance Components Split (VCS) method. Application in the separation of cryptocurrencies from other assets.EDI-graph: A Tool to determine, vi...
IntroductionMathematical statistics is the application of probability theory to data analysis. It involves collecting, organizing, analyzing, interpreting, and presenting data using rigorous mathematical methods. This course covers the basic principles and techniques of statistical theory for graduate students.Lecturer IntroSixu Liu received her Ph.D. degree from Peking University in 2019. She ...
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