| 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 |