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Division of Statistics
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Hong Kong
Research Outputs
1 of 4
Bayesian heterogeneous hidden Markov models with an unknown number of states
2024
)
Bayesian tree-based heterogeneous mediation analysis with a time-to-event outcome
2024
)
Conditional generative adversarial networks for individualized causal mediation analysis
2024
)
Nonparametric quantile scalar-on-image regression
2024
)
On the instrumental variable estimation with many weak and invalid instruments
2024
)
Order selection for heterogeneous semiparametric hidden Markov models
2024
)
SGCAST: symmetric graph convolutional auto-encoder for scalable and accurate study of spatial transcriptomics
2024
)
The Generalized Sethi Advertising Model
2024
)
Transformation models with informative partly interval-censored data
2024
)
A Bayesian approach to estimate MHC-peptide binding threshold
2023
)
Additive hazards model with time-varying coefficients and imaging predictors
2023
)
Association Between Women’s Empowerment and Child Immunization in the Philippines
2023
)
Automatic block-wise genotype-phenotype association detection based on hidden Markov model
2023
)
Baveno VII criteria for recompensation predict transplant-free survival in patients with hepatitis B-related decompensated cirrhosis
2023
)
Bayesian detection of event spreading pattern from multivariate binary time series
2023
)
Bayesian quantile latent factor on image regression
2023
)
Bond portfolio optimization with long-range dependent credits
2023
)
Clinical Significance of Corneal Striae in Thyroid Associated Orbitopathy
2023
)
Deep LOB trading: Half a second please!
2023
)
Dynamic Trading with Markov Liquidity Switching
2023
)
Efficient social distancing during the COVID-19 pandemic: Integrating economic and public health considerations
2023
)
Excess Mean of Power Estimator of Extreme Value Index
2023
)
Family-Specific Training Improves Linear B Cell Epitope Prediction for Emerging Viruses
2023
)
Generative adversarial mediation network: A novel generative learning approach to causal mediation analysis
2023
)
Investigating the Impact of COVID-19 Infection on Dry Eye Parameters
2023
)
iPoLNG—An unsupervised model for the integrative analysis of single-cell multiomics data
2023
)
Joint modeling of longitudinal imaging and survival data
2023
)
Machine learning of surrender: Optimality and humanity
2023
)
Ocular Surface Changes in Treatment-Naive Thyroid Eye Disease
2023
)
RefTM: reference-guided topic modeling of single-cell chromatin accessibility data
2023
)
Semi-supervised inference for nonparametric logistic regression
2023
)
Time-consistent mean-variance reinsurance-investment problem with long-range dependent mortality rate
2023
)
Transplant-free survival in cirrhotic hepatitis b-infected patients treated with first-line antiviral therapy
2023
)
A joint model for multivariate longitudinal and survival data to discover the conversion to Alzheimer's disease
2022
)
A Probabilistic Method for a Class of Non-Lipschitz BSDEs with Application to Fund Management
2022
)
A remark about a learning risk lower bound
2022
)
Association of Women’s Empowerment and Antenatal Care Utilization in the Philippines
2022
)
Association of Women’s Empowerment and Postnatal Care Utilization in the Philippines
2022
)
Clinical experience with paliperidone palmitate in a specialty hospital in the Philippines: A short report
2022
)
Consistent estimation of a joint model for multivariate longitudinal and survival data with latent variables
2022
)
Consistent Screening Procedures in High-dimensional Binary Classification
2022
)
COVID-19 and credit risk: A long memory perspective
2022
)
Detection of Structural Variations and Fusion Genes in Breast Cancer Samples Using Third-Generation Sequencing
2022
)
Joint Hidden Markov Model for Longitudinal and Time-to-Event Data with Latent Variables
2022
)
JSNMF enables effective and accurate integrative analysis of single-cell multiomics data
2022
)
Normal Approximation and Fourth Moment Theorems for Monochromatic Triangles
2022
)
Optimal Retirement Under Partial Information
2022
)
Order selection for regression-based hidden Markov model
2022
)
Radiological Determinants of Complicated Immunoglobulin G4-Related Ophthalmic Disease: A Territory-Wide Cohort Study
2022
)
Testing network autocorrelation without replicates
2022
)
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