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Faculty of Science and Tech...
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4
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FANG Kaitai
2
PAN Jianxin
2
LEE Wonjung
2
YANG Jingwei
1
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6
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2024
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1998
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SCIE
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Bayesian inference
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Applied Stochastic Models i...
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Biometrical Journal
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New graphical models for sequential data and the improved state estimations by data-conditioned driving noises
Journal article
Eurasip Journal on Advances in Signal Processing,2024, volume: 2024, issue: 1
Authors:
Lee, Wonjung
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View/Download:3/0
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Submit date:2024/12/16
Bayesian inference
Cubature measure
Expectation propagation (EP)
Gaussian approximation filter and smoother
Probabilistic graphical model
Classical and Bayesian estimations of improved Weibull–Weibull distribution for complete and censored failure times data
Journal article
Applied Stochastic Models in Business and Industry,2022
Authors:
Wang, Hong
;
Abba, Badamasi
;
Pan, Jianxin
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View/Download:11/0
  |  
Submit date:2022/10/21
bathtub-shaped failure rate
Bayesian inference
lifetime data analysis
maximum likelihood method
Weibull–Weibull distribution
Data-driven power flow linearization: A regression approach
Journal article
IEEE Transactions on Smart Grid,2019, volume: 10, issue: 3, pages: 2569-2580
Authors:
Liu, Yuxiao
;
Zhang, Ning
;
Wang, Yi
;
Yang, Jingwei
;
Kang, Chongqing
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View/Download:3/0
  |  
Submit date:2022/05/25
Bayesian inference
data-driven
least squares regression
linearization
Power flow
Parallel probabilistic graphical model approach for nonparametric Bayesian inference
Journal article
Journal of Computational Physics,2018, volume: 372, pages: 546-563
Authors:
Lee, Wonjung
;
Zabaras, Nicholas
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View/Download:5/0
  |  
Submit date:2022/09/02
Bayesian inference
Data assimilation
Gaussian mixture
Probabilistic graphical model
Statistical inference for truncated Dirichlet distribution and its application in misclassification
Journal article
Biometrical Journal,2000, volume: 42, issue: 8, pages: 1053-1068
Authors:
Fang, Kaitai
;
Geng, Zhi
;
Tian, Guoliang
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View/Download:3/0
  |  
Submit date:2021/05/13
Bayesian inference
Conditional distribution method
Constrained MLE
Experimental design
Gibbs sampler
Screening test
Sensitivity
Specificity
On the posterior distribution of the covariance matrix of the growth curve model
Journal article
Statistics and Probability Letters,1998, volume: 38, issue: 1, pages: 33-39
Authors:
Pan, Jianxin
;
Fang, Kaitai
;
von Rosen, Dietrich
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View/Download:3/0
  |  
Submit date:2021/05/13
Bayesian inference
Growth curve model
Matrix-variate t-distribution
Mixture distribution
Non-informative prior
Posterior distribution