E-mail: stachp@nus.edu.sg
Research Interests: Change-Point Detection, Sequential Testing
E-mail: staar@nus.edu.sg
Research Interests: Stein’s Method and Applications, Mathematical Modeling of Infectious Diseases
E-mail: stacar@nus.edu.sg
Research Interests: Bayesian inference, Statistical modelling of infectious diseases and ecological processes, Design of experiments
E-mail: choikp@nus.edu.sg
Research Interests: Computational Biology, Poisson Approximation
E-mail: jialiang@nus.edu.sg
Research Interests: Semiparametric Models, Diagnostic Medicine, Statistical Methods or Epidemiology
E-mail: weiliem.loh@nus.edu.sg
Research Interests: Statistics, Applied Probability
E-mail: mdi@nus.edu.sg
Research Interests: Bayesian statistics, Bayesian nonparametrics, Biostatistics and Computational methods
E-mail: yyteo@nus.edu.sg
Research Interests: Statistical Genetics, Genomewide Association Studies
E-mail: mattohkc@nus.edu.sg
Research Interests: Scientific Computing, Numerical Optimization
E-mail: staxyc@nus.edu.sg
Research Interests: Semiparametrics, Nonlinear time series, Epidemic Modelling, Dimension Reduction Space
E-mail: stazjt2020@nus.edu.sg
Research Interests: Nonparametric Regression and Density Estimation, Functional Data Analysis and Longitudinal Data Analysis, Nonparametric Mixed-effects Models for Longitudinal Data
E-mail: wangzhou@nus.edu.sg
Research Interests: Brownian motion, Stochastic Loewner Evolution
E-mail: a.h.thiery@nus.edu.sg
Research Interests: Monte Carlo methods, Computational Statistics, Inverse problems, Data Assimilation, Machine Learning
E-mail: bibhas.chakraborty@duke-nus.edu.sg
Research Interests: Dynamic Treatment Regimes, Design of Adaptive Clinical Trials, Mobile Health Causal Inference, Statistical Learning and Biomedical Data Science
E-mail: matcheny@nus.edu.sg
Research Interests: Quantitative Finance, Risk Management, Local Parametric Estimation, Independent Component Analysis, Heavy-tailed Distribution
E-mail: nott_david_john@nus.edu.sg
Research Interests: Bayesian Model Selection, Bayesian Nonparametrics, Hierarchical Models, Markov Chain Monte Carlo, Spatio-temporal Modelling
E-mail: gan.fah.fatt@nus.edu.sg
Research Interests: Statistical Process Control
E-mail: sergio.hm@nus.edu.sg
Research Interests: Causal attribution, Synthetic data, NLP, Machine Learning as a Service, AI-powered Analytics, Predictive AI Models, AI interpretability, Data Privacy and Data Protection
E-mail: goeke@nus.edu.sg
Research Interests: Methods development and analysis of third generation long read transcriptomics data
E-mail: li.cheng@nus.edu.sg
Research Interests: Scalable Bayesian methods, Bayesian nonparametrics, Quasi-Bayesian inference, High dimensional modeling
E-mail: tiong_wee_lim@nus.edu.sg
Research Interests: Application of Math/Probability to finance, Stochastic Control
E-mail: markus.kirchberg@nus.edu.sg
Research Interests: Synthetic Media, Generative AI (Audio & Video)
E-mail: zhigang.yao@nus.edu.sg
Research Interests: Interaction Between Statistics and Geometry, Non-Euclidean Statistics
E-mail: vonbing@nus.edu.sg
Research Interests: Computational Biology, Molecular Evolution, Phylogenetics, Sequential Analysis, Quantitative Reasoning
E-mail: yu.tao@nus.edu.sg
Research Interests: Neuroinformatics, Bioinformatics and Biostatistics, Statistical Inference for High-Dimensional Model, Non- and Semi-parametric Estimation & Inference
E-mail: zhaojy@nus.edu.sg
E-mail: giessing@nus.edu.sg
Research Interests: High-dimensional Statistics, Gaussian and Bootstrap Approximations, Analysis of missing/incomplete Data, Quantile Regression, Semiparametric Inference, and Empirical Process Theory
E-mail: alvincjk@nus.edu.sg
Research Interests: Gravitational-wave astrophysics and data analysis; data science and machine learning; applied and computational statistics
E-mail: stahd@nus.edu.sg
Research Interests: High-dimensional Statistics, Statistical Learning, Bayesian Statistics
E-mail: linz@nus.edu.sg
Research Interests: Functional, Non-Euclidean, High-Dimensional Data Analysis
E-mail: michael.choi@yale-nus.edu.sg
Research Interests: Markov processes, stochastic algorithms, statistical physics, applied probability, stochastic optimization and information theory
E-mail: somabha@nus.edu.sg
Research Interests: Non-parametric testing and variable selection, high-dimensional central limit theorems, shape-restricted regression, inference in Markov random fields, random graphs and statistical physics
E-mail: matghos@nus.edu.sg
Research Interests: Stochastics, including problems from mathematical statistics and the math of data
E-mail: stasb@nus.edu.sg
Research Interests: Causal Inference, Missing Data, Statistical Learning
E-mail: swapnil.mishra@nus.edu.sg
Research Interests: Infectious Disease Modelling, Hierarchical Bayesian Modelling, Renewal Processes, Stochastic Point Processes, Generative Deep Learning, Online Information Diffusion, Bayesian Phylogenetics
E-mail: lindatan@nus.edu.sg
Research Interests: Bayesian statistics, variational approximation and stochastic optimization methods, statistical network modelling
E-mail: yanshuo@nus.edu.sg
Research Interests: Statistical machine learning, theory and methodology of decision trees and random forests, causal inference
E-mail: wanjie.wang@nus.edu.sg
Research Interests: High-dimensional Statistical Inference, Sparse and Weak Signals Inference; Statistical Learning Theory, Matrix Recovery; Methodology on Genetics and Genomics Random Matrix Theory
E-mail: staza@nus.edu.sg
Research Interests: Causal inference, Experimental design
E-mail: ddzhou@nus.edu.sg
Research Interests: Machine Learning, High-dimensional Statistics, Electronic Health Records (EHR) Data Analysis, Reinforcement Learning, Change-point Detection
E-mail: htchia@nus.edu.sg
Research Interests: Statistical literacy, Sense-making, Visual Analytics
E-mail: david.chew@nus.edu.sg
Research Interests: Computational Biology
E-mail: ckheau@nus.edu.sg
Research Interests: Bayesian machine learning
E-mail: iris.jiang@nus.edu.sg
E-mail: js_lee@nus.edu.sg
Research Interests: Real world applications of AI
E-mail: pham.kimcuc@nus.edu.sg
Research Interests: Empirical likelihood, Markov Chain Monte Carlo, Approximate Bayesian Computation, Statistical Pedagogy
E-mail: vik.gopal@nus.edu.sg
Research Interests: Simulation Techniques, Sequential Predictions, Spatio-temporal Modeling
E-mail: wy.wang@nus.edu.sg
Research Interests: Particle physics, applied machine learning, network analysis, agent based modelling and system dynamics simulation
E-mail: yhuang@nus.edu.sg
Research Interests: Applied econometrics and international trade
E-mail: Anthony_Kuk@nus.edu.sg
Research Interests: Analysis of Clustered and Longitudinal Data, Monte Carlo methods of inference, Survival Analysis, Survey Sampling, Missing Data Problems
E-mail: matchyl@nus.edu.sg
Research Interests: Probability, Stein’s method, probabilistic number theory
E-mail: stachenz@nus.edu.sg
Research Interests: General Statistical Methodology, Statistical Genetics, Microarray Analysis
E-mail: val.hy@nus.edu.sg
Research Interests: Fraud detection, Risk management, Sense-making