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Faculty of Busines and Mana...
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LIANG Jiajuan
1
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Model selection
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Advances in Data Analysis a...
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Choosing the number of factors in factor analysis with incomplete data via a novel hierarchical Bayesian information criterion
Journal article
Advances in Data Analysis and Classification,2025, volume: 19, issue: 1, pages: 209-235
Authors:
Zhao, Jianhua
;
Shang, Changchun
;
Li, Shulan
;
Xin, Ling
;
Yu, Philip L.H.
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View/Download:38/0
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Submit date:2025/05/06
BIC
Factor analysis
Incomplete data
Maximum likelihood
Model selection
Variational Bayesian
The impact of payment method on overseas tourism consumption: micro-evidence from China
Journal article
Asia Pacific Journal of Tourism Research,2024, volume: 29, issue: 11, pages: 1421-1438
Authors:
Wang, Jue
;
Fan, Gang-Zhi
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View/Download:3/0
  |  
Submit date:2025/03/14
Chinese citizens
direct payment
heterogeneity analysis
indirect payment
overseas tourism consumption
Payment methods
product preference
sample selection model
shopping venues
tourism marketing
A Bayesian multistage spatio-temporally dependent model for spatial clustering and variable selection
Journal article
Statistics in Medicine,2023, volume: 42, issue: 26, pages: 4794-4823
Authors:
Ma, Shaopei
;
Yu, Keming
;
Tang, Man lai
;
Pan, Jianxin
;
Härdle, Wolfgang Karl
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View/Download:10/0
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Submit date:2023/11/21
Bayesian hierarchical model
spatial clustering
spatial confounding problem
spatio-temporal modeling
variable selection
Unsupervised modeling and feature selection of sequential spherical data through nonparametric hidden Markov models
Journal article
International Journal of Machine Learning and Cybernetics,2022, volume: 13, issue: 10, pages: 3019-3029
Authors:
Fan, Wentao
;
Hou, Wenjuan
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View/Download:4/0
  |  
Submit date:2022/11/14
Dirichlet process
Feature selection
Hidden Markov model
Spherical data
Variational Bayes
Von Mises mixture
Penalized composite likelihood for colored graphical Gaussian models
Journal article
Statistical Analysis and Data Mining,2021, volume: 14, issue: 4, pages: 366-378
Authors:
Li, Qiong
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View/Download:7/0
  |  
Submit date:2021/10/19
l(1) penalty
model selection
nonconvex minimization
precision matrix estimation
Robust state-dependent mean–variance portfolio selection: a closed-loop approach
Journal article
Finance and Stochastics,2021, volume: 25, issue: 3, pages: 529-561
Authors:
Han, Bingyan
;
Pun, Chi Seng
;
Wong, Hoi Ying
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View/Download:4/0
  |  
Submit date:2021/10/19
Closed-loop control
Model uncertainty
Robust mean–variance portfolio selection
State-dependence
Time-inconsistency
COVID-19 outbreak in Wuhan demonstrates the limitations of publicly available case numbers for epidemiological modeling
Journal article
Epidemics,2021, volume: 34
Authors:
Raimúndez, Elba
;
Dudkin, Erika
;
Vanhoefer, Jakob
;
Alamoudi, Emad
;
Merkt, Simon
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View/Download:4/0
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Submit date:2022/05/16
Compartment model
Model selection
Parameter estimation
SEIRD
Uncertainty analysis
A Unified Approach to Two-Level Structural Equation Models and Linear Mixed Effects Models
Book chapter
出自: Random Effect and Latent Variable Model Selection, New York:Springer,, 2008, pages: 95-119
Authors:
Peter M. Bentler
;
Jiajuan Liang
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Submit date:2021/08/30
Linear Mixed Effect Model
Saturated Model
Linear Mixed Effect Model
Bayesian Model Selection
Unknown Model Parameter