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publications
Bayesian detection of embryonic gene expression onset in C. elegans
Published in The Annals of Applied Statistics, 2015
Recommended citation: J. Hu, Z. Zhao, H. K. Yalamanchili, J. Wang, K. Ye & X. Fan*. Bayesian detection of embryonic gene expression onset in C. elegans. The Annals of Applied Statistics. 2015; 9(2): 950-968.
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A Bayesian statistical analysis of stochastic phenotypic plasticity model of cancer cells
Published in Journal of Theoretical Biology, 2018
Recommended citation: D. Zhou, S. Mao, J. Cheng, K. Chen, X. Cao & J. Hu*. A Bayesian statistical analysis of stochastic phenotypic plasticity model of cancer cells. Journal of Theoretical Biology. 2018; 454: 70-79.
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Bayesian Detection of Abnormal Asynchrony of Division Between Sister Cells in Mutant Caenorhabditis elegans Embryos
Published in Journal of Computational Biology, 2019
Recommended citation: W. Liang, Y. Yang, Y. Fang, Z. Zhao & J. Hu*. Bayesian Detection of Abnormal Asynchrony of Division Between Sister Cells in Mutant Caenorhabditis elegans Embryos. Journal of Computational Biology. 2019; 26(5): 495-505.
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Can ODE gene regulatory models neglect time lag or measurement scaling?
Published in Bioinformatics, 2020
Recommended citation: J. Hu, H. Qin & X. Fan*. Can ODE gene regulatory models neglect time lag or measurement scaling? Bioinformatics. 2020;36(13):4058-4064.
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Bayesian detection of event spreading pattern from multivariate binary time series
Published in Communications in Statistics-Simulation and Computation, 2021
Recommended citation: J. Hu, Z. Chen, W. Lin & X. Fan*. Bayesian detection of event spreading pattern from multivariate binary time series. Communications in Statistics-Simulation and Computation. 2021; 52(4): 1225-1244.
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Correlation for tree-shaped datasets and its Bayesian estimation
Published in Computational Statistics & Data Analysis, 2021
Recommended citation: S. Mao, X. Fan* & J. Hu*. Correlation for tree-shaped datasets and its Bayesian estimation. Computational Statistics & Data Analysis. 2021; 164: 107307.
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Efficient empirical likelihood inference for recovery rate of COVID19 under double-censoring
Published in Journal of Statistical Planning and Inference, 2022
Recommended citation: J. Hu, W. Liang*, H. Dai & Y. Bao. Efficient empirical likelihood inference for recovery rate of COVID19 under double-censoring. Journal of Statistical Planning and Inference. 2022; 221: 172-187.
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Penalized Whittle likelihood for spatial data
Published in Journal of Multivariate Analysis, 2023
Recommended citation: K. Chen, N.-H. Chan, C.-Y. Yau & J. Hu*. Penalized Whittle likelihood for spatial data. Journal of Multivariate Analysis. 2023; 195: 105156.
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Biclustering analysis on tree-shaped time-series single cell gene expression data of Caenorhabditis elegans
Published in BMC Bioinformatics, 2024
Recommended citation: Q. Guan#, X. Yan#, Y. Wu, D. Zhou & J. Hu*. Biclustering analysis on tree-shaped time-series single cell gene expression data of Caenorhabditis elegans. BMC Bioinformatics. 2024;25(1):183.
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Reconstruction of gene regulatory networks for Caenorhabditis elegans using tree-shaped gene expression data
Published in Briefings in Bioinformatics, 2024
Recommended citation: Y. Wu, D. Zhou & J. Hu*. Reconstruction of gene regulatory networks for Caenorhabditis elegans using tree-shaped gene expression data. Briefings in Bioinformatics. 2024;25(5):bbae396.
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Bayesian inference of phenotypic plasticity of cancer cells based on dynamic model for temporal cell proportion data
Published in Biometrical Journal, 2025
Recommended citation: S. Chen, Y. Wang, D. Zhou* & J. Hu*. Bayesian inference of phenotypic plasticity of cancer cells based on dynamic model for temporal cell proportion data. Biometrical Journal. 2025; 67(3): e70055.
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Cell Lineage Tracing: methods, applications, and challenges
Published in Quantitative Biology, 2025
Recommended citation: S. Mao, C. Zhang, R. Chen, S. Tang, X. Fan* & J. Hu*. Cell Lineage Tracing: methods, applications, and challenges. Quantitative Biology. 2025; 13(4): e70006.
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Inferring Absolute Cell Numbers from Relative Proportion in Stochastic Models with Cell Plasticity
Published in Journal of Theoretical Biology, 2025
Recommended citation: Y. Wang, S. Chen, J. Hu* & D. Zhou*. Inferring Absolute Cell Numbers from Relative Proportion in Stochastic Models with Cell Plasticity. Journal of Theoretical Biology. 2025; 608: 112133.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Advanced Mathematical Statistics
Graduate course, , 2016
Applied Linear Model
Undergraduate course, , 2018
Probability Theory
Undergraduate course, , 2020
Time Series Analysis
Undergraduate course, , 2023