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Browsing University of Waterloo by Supervisor "Zhu, Mu"
Now showing items 1-5 of 5
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Computational Methods for Compositional Epistasis Detection
(University of Waterloo, 2022-04-19)In genetics, the term “epistasis” refers to the phenomenon that the effect of one gene or single-nucleotide polymorphism (SNP) is dependent on the presence of others. Various possibilities of epistasis exist, and the ... -
Dependence: From classical copula modeling to neural networks
(University of Waterloo, 2020-08-25)The development of tools to measure and to model dependence in high-dimensional data is of great interest in a wide range of applications including finance, risk management, bioinformatics and environmental sciences. The ... -
Edge Estimation and Community Detection in Time-varying Networks
(University of Waterloo, 2024-04-30)In modern statistics and data science, there is a growing focus on network data that indicate interactions among a group of items in a complex system. Scientists are interested in these data as they can reveal important ... -
Generalizations and Applications of the Stochastic Block Model to Basketball Games and Variable Selection Problems
(University of Waterloo, 2017-01-24)Over the past decade, there has been an explosion of network data in a vast number of circumstances, such as the World Wide Web, social networks, gene interactions, economic networks, etc. Scientific analysis of networks ... -
High-dimensional discriminant analysis and covariance matrix estimation
(University of Waterloo, 2017-12-21)Statistical analysis in high-dimensional settings, where the data dimension p is close to or larger than the sample size n, has been an intriguing area of research. Applications include gene expression data analysis, ...