RGC General Research Fund (GRF) Grant |
Funding Year |
Principal Investigator |
Project Title |
2020 |
Prof. Chan, Kin-wai |
A General Framework: Difference-based Variance Estimators |
2020 |
Prof. Lin, Yuanyuan |
Semiparametric and Nonparametric Inference of Survival Data |
2020 |
Prof. Lin, Zhixiang |
Statistical Methods for Dimension Reduction in Single-cell Genomics Leveraging Bulk Genomic Data |
2020 |
Prof. Sit, Tony |
Challenges in Censored Quantile Regression: Time-dependent Covariates, Heterogeneity and Distributed Systems |
2020 |
Prof. Song, Xinyuan |
Extended Transformation Mean Residual Life Models and New Inference Approaches |
2020 |
Prof. Wei, Yingying |
Fine-Scale Inference for Aggregate-Level DNA Methylation Data
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2019 |
Prof. Chan, Kin-wai |
Multiple Incompatibility Problems in Multiple Imputation Procedures |
2019 |
Prof. Fan, Xiaodan |
Consistent Model-free Ultra-high Dimensional Variable Selection for Binary Response |
2019 |
Prof. Lin, Yuanyuan |
Statistical Analysis of Distributed Case-control Studies
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2019 |
Prof. Lin, Zhixiang |
A Unified Framework for Jointly Modeling and Clustering Multiple Data Types in Single-cell Genomics |
2019 |
Prof. Song, Xinyuan |
Joint Modeling of Zero-inflated and Partially Ordered Data with Latent Variables |
2019 |
Prof. Wei, Yingying |
Statistical Methods for Estimating a Set of Phylogenetic Trees |
2019 |
Prof. Yam, Phillip, Sheung-chi |
Shape-constrained Inference: Testing for Monotonicity |
2019 |
Prof. Yau, Chun-yip |
Predicting Future Change-points in Time Series
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2018 |
Prof. Chan, Ngai-hang |
Inference for Multiple Change-Points of High-Dimensional Time Series |
2018 |
Prof. Fang, Xiao |
Cramér-Type Moderate Deviations by Stein's Method |
2018 |
Prof. Poon, Wai-yin |
Adaptive Treatment Allocation Strategies in Clinical Studies with Survival and Categorical Data |
2018 |
Prof. Sit, Tony |
Censored Quantile Regression with Time-dependent Covariates and Other Extensions |
2018 |
Prof. Song, Xinyuan |
Bayesian Scalar- and Latent Factor-on-image Regression with Nonignorable Nonresponses |
2018 |
Prof. Wei, Yingying |
Bayesian Methods for Time-to-event Data on a Social Network
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2017 |
Prof. Fan, Xiaodan |
Automatic Detection of Differentially Methylated Regions Based on Array or Sequencing Data |
2017 |
Prof. Fang, Xiao |
Kolmogorov Bounds for Normal and Non-normal Approximations |
2017 |
Prof. Shao, Qiman |
Deep Study of Stein's Method |
2017 |
Prof. Song, Xinyuan |
Semiparametric Hidden Markov Latent Variable Models for the Analysis of Multivariate Longitudinal Data |
2017 |
Prof. Wei, Yingying |
Bayesian Graph-valued Regression |
2017 |
Prof. Yam, Phillip, Sheung-chi |
New Kinds of Forward-backward Stochastic Systems with Applications |
2017 |
Prof. Yau, Chun-yip |
Locally Asymptotic Minimax Estimator of Long-run Covariance Matrix
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2016 |
Prof. Chan, Ngai-hang |
Prediction Perspectives of Nearly Non-Stationary Processes |
2016 |
Prof. Cheung, Siu-hung |
Response-adaptive Designs in Non-inferiority Clinical Trials |
2016 |
Prof. Lin, Yuanyuan |
Statistical inference for Quantile Regression: Nearly Semiparametric Efficient Estimation and Flexible Composite Quantile Regression |
2016 |
Prof. Sit, Tony |
On Censored Quantile Regression |
2016 |
Prof. Wei, Yingying |
Statistical Modeling for Heterogeneous Dynamic Transcription Factor Networks
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2015 |
Prof. Chan, Ping-shing |
Statistical Inference and Optimal Design of System-Based Reliability Experiments |
2015 |
Prof. Fan, Xiaodan |
Bayesian Integrative Clustering for Combining Vectorial Data and Network Data |
2015 |
Prof. Shao, Qiman |
Asymptotic Theory of Mean field Spin Glass Models |
2015 |
Prof. Song, Xinyuan |
Regression Analysis of Mean Residual Life Models with Latent Variables |
2015 |
Prof. Wong, Hoi-ying |
High Dimensional Dynamic Portfolio Selection |
2015 |
Prof. Yam, Phillip, Sheung-chi |
Advance in Mean Field Theory |
2015 |
Prof. Yau, Chun-yip |
Inference for Multiple Change-points in Time Series
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2014 |
Prof. Chan, Ngai-hang |
High-dimensional Regressions of Change-point Estimation in Time Series |
2014 |
Prof. Cheung, Siu-hung |
Non-inferiority Clinical Trials with Multiple Experimental Treatments |
2014 |
Prof. Sit, Tony |
A Unified Approach to Semiparametric Accelerated Failure Time Models under General Biased Sampling Schemes |
2014 |
Prof. Song, Xinyuan |
Development of Bayesian Local Inference Methods and Related Computer Programs for Advanced Structural Equation Models |
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2013 |
Prof. Chan, Ngai-hang |
Statistical Inference for Nonstationary Time Series |
2013 |
Prof. Fan, Xiaodan |
Bayesian Model-based Clustering of the Conformational Space of Biomolecules |
2013 |
Prof. Lin, Yuanyuan |
Statistical Inference for Relative Error-based Regression: Estimation and Model Selection |
2013 |
Prof. Shao, Qiman |
Multiple Hypothesis Testing and Theory of Moderate Deviations |
2013 |
Prof. Yau, Chun-yip |
Efficient Estimation in Multiple-regime Threshold Models
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2012 |
Prof. Cheung, Siu-hung |
Adaptive Treatment Allocation Schemes using Urn Models in Clinical Studies |
2012 |
Prof. Poon, Wai-yin |
A Unified Location-scale-family Modeling Approach for Multiple Group Analysis with Ordinal Responses |
2012 |
Prof. Yam, Phillip, Sheung-chi |
Advanced Topics In Multivariate Risk Management In Finance and Insurance |
2012 |
Prof. Yau, Chun-yip |
Change-point Estimation in Complicated Stochastic Systems
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2011 |
Prof. Song, Xinyuan |
Transformation Structural Equation Models for Analyzing Highly Non-normal Data |
2011 |
Prof. Wong, Hoi-ying |
Applications and Theories of Co-integration Dynamics for Financial Mathematics
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2010 |
Prof. Chan, Ngai-hang |
Empirical Likelihood and Jacknife Methods for Time Series |
2010 |
Prof. Chan, Ping-shing |
Progressively Hybrid Censoring Schemes |
2010 |
Prof. Cheung, Siu-hung |
Power, Correct Decision and Sample Size Determination in Multiple Testing |
2010 |
Prof. Shao, Qi-Man |
Normal and Non-normal Approximation by Stein's Method
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2009 |
Prof. Fan, Xiaodan |
Bayesian Data Integration Approach for Cell-Cycle Gene Network Inference |
2009 |
Prof. Lee, Sik-yum |
Developments of Nonparametric Structural Equation Models and Related Computer Programs |
2009 |
Prof. Song, Xinyuan |
Inference for DTARCH and FARCH Models Based on Composite Weighted Quantile Regression |
2009 |
Prof. Wong, Po-shing |
Credit Risk Bucketing with Fixed Zones of Probability of Default |
2009 |
Prof. Yam, Phillip, Sheung-chi |
What is the Right Time to Sell a Stock?
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2008 |
Prof. Chan, Ngai-hang |
Statistical Inference for Heavy-tailed and Long-memory Time Series |
2008 |
Prof. Chan, Ping-shing |
Optimal Sample Size Allocation in Extreme-value Regression |
2008 |
Prof. Cheung, Siu-hung |
Statistical Inference and Testing for Covariate-adjusted Response-adaptive Designs |
2008 |
Prof. Song, Xinyuan |
Bayesian Analysis for Mixture of Structural Equation Models with Covariates and Missing Data
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2008 |
Prof. Wong, Hoi-ying |
American Option Pricing under CEV |
2008 |
Prof. Wong, Po-shing |
Biostatistical Applications of Monotone Splines Mixed Effects Modeling |
2008 |
Prof. Yam, Phillip, Sheung-chi |
Application of Theory of Rough Paths to Some Issues in Geometry
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2007 |
Prof. Lee, Sik-yum |
Semiparametric Methods and Computer Programs for Analyzing Latent Variable Models with Nonnormal Data from Highly Skewed, Heavy-tailed and/or Heterogeneous Distributions |
2007 |
Prof. Song, Xinyuan |
Development of Dynamic Statistical Models and Computing Programs for Analyzing Longitudinal Multivariate Data with Continuous, Discrete, and Missing Components |
2007 |
Prof. Wu, Eden Ka-ho |
Nonlinear Benchmarking and Survey Error Modeling
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2006 |
Prof. Chan, Ngai-hang |
Empirical Likelihood Methods for Heteroscedastic Time Series |
2006 |
Prof. Poon, Wai-yin |
Analysis of Ordinal Categorical Data with Misclassification |
2006 |
Prof. Wong, Hoi-ying |
Embedded Options in Insurance Contracts with Stochastic Interest Rate and Volatility |