Browse Dissertations and Theses - Statistics by Contributor "Fellouris, Georgios"

  • Huang, Xichen (2017-07-10)
    Variable selection of regression and classification models is an important but challenging problem. There are generally two approaches, one based on penalized likelihood, and the other based on Bayesian framework. We focus ...

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  • Chen, Yinghan (2017-06-06)
    Monte Carlo methods provide tools to conduct statistical inference on models that are difficult or impossible to compute analytically and are widely used in many areas of statistical applications, such as bioinformatics ...

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  • Song, Yanglei (2019-04-05)
    Sequential analysis refers to the statistical theory and methods that can be applied to situations where the sample size is not fixed in advance. Instead, the data are collected sequentially over time, and the sampling is ...

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