Current Students

HONOURS PROJECT

 

 

Year Name of Student Title Supervisor
2018 JACINTH GRACE LEONG MEI EN Sequential Monte Carlo Methods in Options Pricing A/Prof Ajay Jasra
2018 JESSICA KARTIKA GUNAWAN Profiling Fingerprint Patterns in Singapore Across Race and Gender A/Prof Choi Kwok Pui
2017 CAI JUNTAO Reinforcement Learning in Stock Market – Q Learning A/Prof Lim Tiong Wee /
Tung Whye Loon  
2016 WANG ZHONGQUAN Rural-Urban Classification Using Road Network Information
2016 ZHAO RUGE Markowitz-Based Trading System with Forward-Looking Forecasts
2017 CHEW SI WEI ALFRAD Effects of Early Life Antibiotics Exposure on Infant Growth up till First Year A/Prof Li Jialiang /
Ong Mei-Lyn 
2017 CHU YUAN Robust Estimation of The Covariance Matrix and Its Application To Portfolio Selection Prof Xia Yingcun/
Tatsushi Oka
2017 DESMOND NG TIAN KIAT Bimodality Of Age-Specific First Birth Probability In U.S. A/Prof Sanjay Chaudhuri 
2017 ESTHER MEI AMBROSE The Estimation of The Inclusion Probability In Sampling on Social Networks
2017  GAO ZIYU Bayesian Empirical Likelihood for Quantile Regression with Markov Chain Monte Carlo 
2017 SOPON ONG YANG QUAN Maxdiff Analysis For Choice Data
2016 PNG HANG Bootstrapping Empirical Likelihood Based Procedures
2016 DAI MINGXI Statistical Methods for Deprivation Research
2015 LI XIAO A Look into the Performance of Weighted Bootstrap Using Weights Obtained from Empirical Likelihood based Procedures
2015 DANG TRUNG KIEN Developing A Web Based Application for Statistical Analysis of Thermal Curves Showing HysteresisThermal Curves Showing Hysteresis
2017 JANICE ANG JIENI Monitoring Performances of Surgeons Using Risk-adjusted Exponentially Weighted Moving Average Charts A/Prof Gan Fah Fatt        
2017  JEROME TAN WEI JIE Ranking of Performances of Surgeons Based on Standardized Mortality Ratio
2017  KOH WEILING Monitoring Performances of Surgeons Using Risk-adjusted Exponentially Weighted Moving Average Charts 
2017 FU MINGXUAN Some Issues Using Risk-Adjusted Cumulative Sum Control Charting Procedures to Monitor Performances of Surgeons
2017 PAN LINGZI Some Issues Using Risk-Adjusted Cumulative Sum Control Charting Procedures to Monitor Performances of Surgeons
2017 TAN SZE GEE Ranking of Performances of Surgeons Based on Standardized Mortality Ratio
2016 CHONG ZHI TING  Risk-Adjusted Sequential Probability Ratio Test for Testing Surgical Performance
2016 HOON SI HUI  Risk-Adjusted Sequential Probability Ratio Test Procedures
2016 SIM KAH MIN, LUKE-ASHLEY  Risk-Adjusted Sequential Probability Ratio Test Control Charting Procedures
2015 LIM PUAY WENG Variable Life Adjusted Display for Two or More Outcomes
2015 JIANG YING Optimal Design of Cumulative Sum Chart for A General Distribution
2017 HE WENJING Non-parametric Adjustments of Parametric Quantile Estimates Prof Anthony Kuk Yung Cheung   
2017 NG BIN SHEN LUCAS Smoothing and Modelling Quantile Regression Coefficients
2017 WANG QIQI Non-parametric Estimation of Conditional Distribution Function
2016 ANG SI HAN Maximum Likelihood Estimation of Stable Distribution Parameters
2016 HO JIA MIN, FELICIA Iterative Bias Correction of A Naïve Estimate Based on Pooled Samples in Biomonitoring
2016 YONG XIANGLONG  Monte Carlo EM estimated from Pooled Data in Human Biomonitoring
2015 JIANG BO Quantile Regression with Applications to Biomonitoring of Human Exposure to Environmental Chemicals (Nonparametric Approach)
2015 WU YUE Quantile Regression with Applications to Biomonitoring of Human
Exposure to Environmental Chemicals (Nonparametric Approach)
2017 KOK WEI YANG SAMUEL Developing an Algorithm to Detect Potential Outbreaks of Gastro-Intestinal Disease (GID) in SAF

A/Prof Alex R Cook 

 
2017 NG JIE KANG, ANDY Estimating Spatial Location and Paths using Portable and Geo-referenced RFID tags
2015 CHU WENHAN Pan-Asian Infectious Disease Forecasting with LASSO
2015 LOW YING HAN JEWEL Long Terms Effects of Preschool Closure During Hand, Foot and Mouth Disease Outbreaks: A Modelling Study
2016 FOO JIE MIN Modelling Environmental Performance Indicators

A/Prof Alex R Cook /

Angel Hsu
2016 NG ZHI YUAN, JULIANA Difference in Quality of Care Across Ward Classes

A/Prof Alex R Cook /

Tilak Abeysinghe /

Joanne Su-Yin Yoong
2017 LAI CHOON PENG Sequential Monte Carlo Methods for Option Pricing A/Prof Ajay Jasra       
2017 NG JUN HAO Sequential Monte Carlo Methods for Option Pricing
2016 HU SHOURI Sequential Monte Carlo Methods for Option Pricing
2016 SNG WEICONG Approximate Bayesian Computation 
2016 SUN QI Advanced Computational Methods for Bayesian Financial Models 
2016 WANG LUKAI Sequential Monte Carlo Methods for Option Pricing 
2016 WANG SHU Advanced Computational Methods for Bayesian Financial Models 
2016 YAN ZHE Approximate Bayesian Computation 
2016 ZHANG XINGXING Sequential Monte Carlo Methods for Option Pricing 
2015 CHANG MEI-YING Sequential Monte Carlo Methods for Option Pricing
2015 HU SANG Sequential Monte Carlo Methods for Option Pricing
2015 ZHENG ZHIQING Sequential Monte Carlo Methods for Option Pricing
2015 ZHAO JIALU Advanced Computational Methods for Bayesian Financial Models
2015 LI SIPEI Approximate Bayesian Computation
2015 NGUYEN TUAN ANH Approximate Bayesian Computation
2017 LEE CHUN YEW, KENNY Effects of Cluster Analysis on Prediction of Body Core Temperature By Online Kalman Filter A/Prof Chen Ying  
2015 LAM YAN TUNG Functional PCA with Application to Energy Market
2015 LIU HANPENG Realised Covariance Estimator with Application to Financial MarketMarket
2017 LEI RUOXUAN Quantile Regression for Physiological Regime-Switching Body Core Temperature Predictive Models A/Prof Chen Ying /
Seng Kok Yong (DSO)
2017 LI JIAXIN A Comparative Assessment of Classification Methods A/Prof Zhang Jin-Ting 
2017 LIN YANZHEN Classifying Functional Data Using A Kernel Method
2015 TIAN ZEYU On the Power Functions of Two Approximate Degrees of Freedom Tests for Heteroscedastic ANOVA
2015 ZHAO MANTING Compare Two Approximate Degrees of Freedom Tests for Heteroscedastic ANOVA
2017 LI, DUO Deep-Learning and Its Applications on Image Processing Dr Alexandre H. Thiery    
2017 QIAN TIANPEI Variational Inference In Deep Learning
2017 LIU CHENXI Deep-Learning and Its Applications on Image Processing
2016 CHEN XINGRU Bayesian Generalized Linear Mixed Model
2016 LI SHUPING Kernel Methods for Big Data 
2016 QIN DIFEI Community Detection in Large Social Network 
2016 ZHANG LANJUN MCMC for Big Data 
2015 BRIAN AGUS WINATA Stochastic Langevin Gradient Dynamics for Computationally Intensive Bayesian Inference
2015 KWAN WEI KUANG Approximate Expectation-Propagation for Inference for Time Series Modelsodels
2015 ZHOU SI QIN Expectation-Propagation in (Sparse) Linear Models
2015 LI JINGLIANG Approximate Message Passing Algorithms for Large Scale InferenceMessage Passing Algorithms for Large Scale Inference
2017 LIANG LI Outlier Detection via Feature Selection Approaches Prof Chen Zehua 
2016 HU MINGJING Precision Matrix Estimation with Temporal Dependent Observations
2015 XIAO ZHENGYANG Comparison of Sequential Lasso Method and Grouped Lasso Method for Feature Selection in Interaction Models
2015 ZHU XIALU A Greedy Algorithm for the Sequential Lasso Approach for Feature Selection in Addictive and Interaction ModelsSelection in Addictive and Interaction Models
2017 LIU ZHUORAN An Empirical Time Series Analysis A/Prof Li Jialiang 
2017 YAN ZEGUANG Dependence of Non-Stationery Processes with Auto-Regression Error Distributions
2016 LIN DU Distribution of the Estimated Regression Coefficient in A Time Series Model
2017 LIU ZIYAN Community Detection in Hierarchical Networks Dr Wang Wanjie 
2017 LU JING Dietary Factors and Successful Ageing:  A Community-Based Study in Singapore A/Prof Li Jialiang /
Feng Lei 
2016 ZHANG JIACHEN Dietary Patterns and Mild Cognitive Impairment Among Community-Living Elderly in Singapore
2015 CHANG MEI MEI Dietary Patterns and Late Life Depression Among Community-Living Senior Singaporean
2015 SITI NABILAH BTE ABDUL RAHMAN Discriminate Mild Cognitive Impairment (MCI) from Normal Aging Using Multiple ToolsUsing Multiple Tools
2015 YEUN HEW KUAN VANESSA Risk Score for Predicting Neurocognitive Disorder (NCD) Among Community-Living Senior SingaporeansCommunity-Living Senior Singaporeans
2017 SIM HUI PING Localization Methods for Magnetoencephalography (MEG) Dr Yao Zhigang 
2017 ZI HUIJING Statistical Methods on Riemannian Manifolds With Application in Shape Analysis
2017 TAN CHEE PENG Dynamics of Order Positions and Related Queues in a Limit Order Book A/Prof Lim Tiong Wee 
2017 TAN ZHANG-YOU Dynamics of Queues and Order Positions in a Limit Order Book
2015 HOU LUANLUAN Control of a Criss-Cross Network
2014 ZHANG HAOQUAN Stochastic Models for Asset Pricing
2017 TAN KUAN LOONG, AARON Facets of Social Inclusion In Singapore: Factor Analysis And Multivariate Study A/Prof Choi Kwok Pui
2015 NGO TRA MY Detecting Missing and Spurious Links in Noisy Complex Networks
2017 ZHENG WENJIE Mean Estimation and Prediction under Randomised Response Technique A/Prof Chua Tin Chiu      
2016 TOH SHI YUN  Estimation Proportions and Sensitivity of Trichotomous Variable under Huang’s Randomized Response Model
2016 TAY KAI WEN LEON Estimation of Domain Means under Multinomial Randomized Response Model
2016 LEE CHE YU Mean and Domain Mean Estimations Using Randomized Response Model on Domain Classification and Measurement Variable
2015 TOH WEI JUN Domain Mean Estimations under Huang’s Randomized Response TechniqueTechnique
2015 LIU SIYUN Domain Mean Estimation Using Randomised Response Model on Domain Classification and Measurement VariableClassification and Measurement Variable
2016 SIH CHEE GUAN Application of SETAR as Summary Statistics with Bayesian Synthetic Likelihood for Conceptual Rainfall-Runoff ModelsLikelihood for Conceptual Rainfall-Runoff Models A/Prof David Nott    
2015  YEO YUN JIE SERENE Variational Bayes for SParse Spectrum Gaussian Process Regression Regression 
2015  LIAN LIXIA  Simulation Based Hierarchical Model Checking Using Variational Bayes Approximation TechniqueBayes Approximation Technique 
2014 LIU SHUHUI AUDREY  Implementing Fixed-Form Variational Posterior Approximations on Over Dispersed Count Data 
2014 ZHANG SANQIAN ABC Methods for Calibration of Posterior Predictive p-valuesMethods for Calibration of Posterior Predictive p-values
2015 TAN WEI KANG A Comparison Between Two Adaptive Markov Chain Monte Carlo MethodsMethods Prof Chan Hock Peng  
2015 JONATHAN LEO QI XIANG  A Comparison Between Two Adaptive Markov Chain Monte Carlo MethodsMethods
2015 JI XIANG Monte Carlo Markov Chain (MCMC) and Adaptive MCMC
2015 ONG ZHI PENG Simultaneous Confidence Intervals for Several Quartiles Dr Chan Yiu Man
2015 NEO HAN WEI An R Package for Drawing Samples from An ELBayes Posterior Using Hamiltonian Monte Carlo MethodHamiltonian Monte Carlo Method

A/Prof Sanjay Chaudhuri /

Yin Teng
2015  TONG YAPING  Variable Selection in Regressions with Applications to Housing DataData  Dr Chen Xin 
2015 YUEN JUN WEI SAMUEL Applications of the EM Algorithm in Molecular Biology Dr David Chew Soon Huat 
2015 GAN ENHUI GRACE Applications of the EM Algorithm in Molecular Biology
2016 CHAN JUN HAN A Tale of Two Approaches in Structural Equation Models

A/Prof Choi Kwok Pui /

Marcus Y L Chiu

 
2015 HEW WEI XIONG BENJAMIN Profiling Mental Health of Adolescents
2016 TAN XUE LIN Development of General Statistical Ranking System for Large-Scale Genomic DataGenomic Data

A/Prof Choi Kwok Pui /

Henry Yang

 
2015  CHAN TUNG TZE WINSTON Spatio-Temporal Analysis of Dengue Clusters in Singapore  Dr Vikneswaran S/O Gopal 
2015  EDMUND TOH WEIZHI  Estimating SNP Effects in the Presence of Missing Data – Comparing the Use of Gibbs Sampler to Multiple Imputation 
2016 OH JIE FANG, CHARMAINE  Detection of Abnormal Spatiotemporal Trajectories A/P Li Jialiang / Cao Yi
2015 GAO XURU A Study of High Frequency Pairs-Trading in Two Japanese Index FuturesStudy of High Frequency Pairs-Trading in Two Japanese Index Futures A/P Li Jialiang / Liang Xuehua
2015 LOH WAN XIN  Projecting Wins with Optical Tracking Technology  Dr Lim Chinghway  
2015 RAIMI B KARIM Modified Learning of A Gaussian Process Prior and Song Metadata Selection in Automatic Music Playlist GenerationSelection in Automatic  Music Playlist Generation
2016 JI YI ” Exoplanets, Can We Trust Them?” — An Investigation of Uncertainties in OptimizationsUncertainties in Optimizations A/P Lim Tiong Wee / Timothy Banks / Edwin Budding 
2015 MAK FANG HUA Dancing with the Stars
2015 SEAH MING SHU A Discrete Particle Swarm Optimization Approach to Large-Scale Survey Fieldwork DesignSurvey Fieldwork Design A/P Lim Tiong Wee / Timothy Banks / Tung Whye Loon 
2014 KELVIN Eye in the Sky: Rural-Urban Classification Using Satellite Images
2015  LI XIAO  The Next Generation  A/P Lim Tiong Wee / Timothy Banks / Lin Xiaoyu 
2014 ANG SIANG  An Extreme MethodExtreme Method A/P Lim Tiong Wee / Lin Nan
2014  WANG DAN  Cluster Analysis and Its Application in Identification of Emerging Channels  A/P Lim Tiong Wee / Zhao Jingyuan 
2014 WINNIE HAR Riding the Wavethe Wave A/P Lim Tiong Wee / Timothy Banks
2015 CONG JIN Spatial Point Processes: Modelling Spatial Point Patterns of Tress in Forestin Forest Prof Loh Wei Liem    
2015 LIM GENG HONG, SAMUEL Survey of Risk Process
2015 YVONNE PEH JIA YIAN Unravelling the Secret of our Neural System: Modelling of Spike Train StatisticsTrain Statistics
2014 VERINE LING HUI YI Statistical Analysis of Network DataAnalysis of Network Data
2014 WANG WANLI Statistical Analysis of Network Data in Social NetworkAnalysis of Network Data in Social Network
2016 HU XUEWEI  The Predictive Ability of Dynamic Regression Model for Dengue Spread in Singapore  A/P Adrian Roellin    
2015 YANG XING Topics on Stein’s Method
2015 JACQUELINE CHEW HUI LI Topics on Stein’s Method
2014 YANG YANG Modelling the 2013 Dengue Spread in Singapore
2014 MAO YINAN Modelling the 2013 Dengue Spread in Singapore

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National University of Singapore
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