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Guanyu Hu 0002

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affiliation: University of Missouri, Department of Statistics, CO, USA
affiliation: University of Texas, Health Science Center at Houston, CSMAPS, Department of Biostatistics and Data Science, TX, USA

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2020 – today

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2023
[j3]
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Guanyu Hu, Ming-Hui Chen, Nalini Ravishanker:
Bayesian analysis of spherically parameterized dynamic multivariate stochastic volatility models. Comput. Stat. 38(2): 845-869 (2023)
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Fan Yin, Guanyu Hu, Weining Shen:
Analysis of Professional Basketball Field Goal Attempts via a Bayesian Matrix Clustering Approach. J. Comput. Graph. Stat. 32(1): 49-60 (2023)
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Peng Zhao, Hou-Cheng Yang, Dipak K. Dey, Guanyu Hu:
Spatial Clustering Regression of Count Value Data via Bayesian Mixture of Finite Mixtures. KDD 2023: 3504-3512
2022
[c3]
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Fan Yin, Jieying Jiao, Jun Yan, Guanyu Hu:
Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations. ICML 2022: 25523-25551
2021
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Yishu Xue, Guanyu Hu:
Online updating of information based model selection in the big data setting. Commun. Stat. Simul. Comput. 50(11): 3516-3529 (2021)
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Peng Zhao, Guanyu Hu:
Approximate Bayesian Estimation with Subsampled Logistic Regression in Big Data Settings. IEEE BigData 2021: 58-64

2010 – 2019

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2019
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Lijiang Geng, Yishu Xue, Guanyu Hu:
Subsampled Information Criteria for Bayesian Model Selection in the Big Data Setting. IEEE BigData 2019: 194-199

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