Browsing by Author "Sang, Huiyan"
Now showing items 1-20 of 35
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Zhang, Bing (2021-07-12)Metal additive manufacturing (AM) or metal three-dimensional (3D) printing offers significant benefits for manufacturing parts with features and capabilities that conventional techniques cannot match. Meanwhile, it is ...
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Ren, Tong (2018-10-09)Satellite aerosol retrievals, ground-based radar and lightning detections, and model simulations are used to study the impact of aerosols on lightning and the usefulness of knowing the aerosol state in predicting enhanced ...
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Zhu, Lin (2022-07-08)Point pattern data are increasingly common in applied research. While these data are inherently locational, social scientists predominately analyze aggregate summaries of these events as areal data. In so doing, they lose ...
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Luo, Zhao Tang (2022-04-20)In many applications, spatial data often display heterogeneous dependence patterns and may be subject to irregular geographic constraints. In light of these challenges, this dissertation develops several novel Bayesian ...
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Konomi, Bledar (2012-02-14)The main objective of this dissertation is to apply Bayesian modeling to different complex and high-dimensional spatial data sets. I develop Bayesian hierarchical spatial models for both the observed location and the ...
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Kim, Jinsu (2014-11-19)Markov chain Monte Carlo (MCMC) methods have proven to be a very powerful tool for analyzing data of complex structures. However, their compute-intensive nature, which typically require a large number of iterations and a ...
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Huang, Wei Cheng (2023-06-01)We present special value results of convolutions of Goss and Pellarin L-series attached to Drinfeld modules that take values in Tate algebras by Papanikolas and the author. Following the same framework, we establish special ...
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Sang, Huiyan; Jun, Mikyoung; Huang, Jianhua Z. (The Annals of Applied Statistics, 2011)
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Zheng, Xiangtian (2023-08-03)In an era of rapid decarbonization and increasing adoption of renewable energy resources, the maintenance of power grid stability and security presents an evolving set of challenges and opportunities. Modern power grids, ...
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Won, Jae Woong (2016-07-28)Over the past decade, the literature has demonstrated negative price impacts for foreclosures; socioeconomically uneven foreclosure rates; and inconsistent durations in foreclosure status. However, while the evidence for ...
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Lee, Hyuneui (2017-05-30)A goodness-of-fit (gof) problem, i.e., testing whether observed data come from a specific distribution is one of the important problems in statistics, and various tests for checking distributional assumptions have been ...
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Namoijam, Changningphaabi (2020-07-10)In this dissertation, we study algebraic relations among periods, quasi-periods, logarithms and quasi-logarithms of Drinfeld modules. This work is motivated by the Tannakian theory for t-motives especially the function ...
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Dao, Ngoc Anh (2021-12-08)Spatial point processes are statistical models that describe the arrangement of objects that are randomly distributed in the plane or in space. In recent years, they have received sustained attention because researchers ...
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Chen, Hsiang-Chun (2013-08-01)Multivariate generalized linear mixed models (MGLMM) are used for jointly modeling the clustered mixed outcomes obtained when there are two or more responses repeatedly measured on each individual in scientific studies. ...
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Zhang, Yanyan (2017-11-15)We are living in an era full of data services, and the advancement in statistical learning encourages the development of intelligent system design algorithms based on practical data. In our work, we plan to study two ...
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Pantoja, Kristyn Jae (2022-07-10)My dissertation includes three projects that I worked on in collaboration with my committee members and other students and faculty. Each of these projects facilitates model selection and model evaluation through an ...
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Lv, Dan (2017-08-01)Large-scale cascading failures can be triggered by very few initial failures, leading to severe damages in complex networks. As modern society becomes more and more networked, there is an increasing requirement of security ...
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Gong, Wenlong (2018-10-19)Recent advances in remote-sensing techniques enabled accurate location geocoding and encouraged the collection of big spatial datasets over large domains. Data obtained in these settings are usually multivariate, with ...
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You, Mingde (2016-08-03)Large meandering river floodplains are critical components of the Earth ecosystems for their high biodiversity and productivity. However, it is challenging to study these regions because of their complex land-covers and ...
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Zhou, Peng (2019-04-17)In this dissertation, I will present my research work on two different topics. The first topic is production data analysis of low-permeability well. The second topic is a quantitative evaluation of key completion controls ...