Browsing by Author "Carroll, Raymond J."
Now showing items 41-46 of 46
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Lee, Donghyuk (2018-07-27)In this dissertation, I address unorthodox statistical problems concerning goodness-of-fit tests in the latent variable context and efficient statistical computations. In epidemiological and biomedical studies observations ...
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Li, Yehua (2009-06-02)Functional data analysis (FDA) is an active field of statistics, in which the primary subjects in the study are curves. My dissertation consists of two innovative applications of functional data analysis in biology. The ...
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Liu, Lian (2009-05-15)
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Chen, Zijuan (2020-06-09)Spatial random fields are widely used to model the space-time correlation structure of different objects in various fields, such as the soil moisture field in hydrological, agricultural and climatological studies. Since ...
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Xu, Ganggang (2012-02-14)Penalized methods are becoming more and more popular in statistical research. This dissertation research covers two major aspects of applications of penalized methods: variable selection and nonparametric function estimation. ...
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Zhu, Xinxin (2013-07-22)In order to support large-scale integration of wind power into current electric energy system, accurate wind speed forecasting is essential, because the high variation and limited predictability of wind pose profound ...