Research Groups
Publications, Grants and Awards
You can find all publications, grants and awards on their Find an Expert page.
Find an Expert
Current Postgraduate Supervision
| Name |
Thesis title |
| Ziye CHEN |
|
| Lidong HUANG |
|
| Xueming LI |
|
| Michael MANTHEY |
|
| LuYi SHEN |
|
| Lyuyuan ZHANG |
|
Past Postgraduate Supervision
| Name |
Thesis title |
| Xianbin CAO |
"Statistical Models For Spatio-temporal Data Forecasting" |
| Lizhong CHEN |
"Model selection and averaging by Gibbs sampler with a tropical cyclone seasonal forecasting application" |
| Ling DING |
"Regression Clustering Using Gibbs Sampler and Optimal Cluster Number Estimation" |
| Benjamin HINES |
"Spatio-Temporal Analysis and Modelling for Australian Precipitation Trends" |
| Zhendong HUANG |
"Sparse composite likelihood approaches for high dimensional data" |
| Chun (Jackson) KWOK |
"Missing data analysis, combinatorial model selection and structure learning" |
| Alonso MATTA |
"Random effect models with repeated and missing measurement" |
| Manling QIAN |
"Model Selection for Advanced Statistical Models" |
| PuXue QIAO |
"Copula-based spatio-temporal modelling for count data" |
| Alan SIMPSON |
"On time series model selection" |
| Siru WANG |
"Variable Selection and Deep Analysis of Large-Scale Data That Contain Non-ignorable Missing Values" |
| Yiwen (Eva) WANG |
"Statistical and Computational Methods for Microbiome Data Analysis" |
| Jasper WIJNANDS |
"Tropical Cyclones: Improving accuracy of seasonal predictions in Australia and the South Pacific Ocean" |
| Hangfei ZHENG |
"Modelling high-dimensional spatial-temporal data: a focus on nonstationary and nonlinear phenomena for a future-focused landslide early-warning system" |
| Zeyu ZHOU |
"Statistical testing and selection by re-sampling in genome- wide association studies" |
Current MSc Students
| Name |
Project title |
| Gabriel DOUGLAS |
|
| Zijun JI |
"Modeling High-dimensional Functional Data by Functional Principal Component Analysis" |
| Jiajian JIANG |
|
| Xuesong JING |
"Modelling and Forecasting non-stationary monthly near-surface air temperatures time series in USA" |
| Zi WANG |
|
| Shuihan YI |
|
| Zuoting YUAN |
|
| YUEPENG ZHENG |
|
Past Honours & MSc Students
| Name |
Project title |
| Lingli BAO |
"Modeling Large-scale Time Series for Forecasting by Vector Error Correction Cointegration Model" |
| Kohleth CHIA |
"Akaike Information Criterion and Density Estimation" |
| Kelly CHIU |
"The Gibbs Sampler and Variable Selection for Logistic Regression Models" |
| David DIAZ |
"The State of Contemporary Association Rule Mining with a Genomic Application" |
| Yuwei DU |
"Analyze Canadian Weather Data by the Functional Linear Model" |
| Peter DUONG |
"Genome Wide Association Study: A critical review of techniques and application to breast cancer data" |
| Shan FENG |
"Latent-Class Clustering Model with Non-Ignorable Missing Data" |
| Jingyi GUO |
"Forecasting Spatio-Temporal Data using an Ensemble Quadratic Echo State Network" |
| Benjamin HINES |
"The Lasso for Variable Selection: An Application to Tropical Cyclone Predictive Modelling" |
| Zhendong HUANG |
"Parsimonious and Powerful Composite Likelihood Testing with Applications to Genotype Data" |
| Zijun JI |
"Modeling High-dimensional Functional Data by Functional Principal Component Analysis" |
| Yuci JIANG |
"A variant of the clustered Euclidean traveling salesman problem" |
| Jiyu JIN |
"Genome-Wide Association Studies (GWAS) in breast cancer using random forests" |
| Xuesong JING |
"Modelling and Forecasting non-stationary monthly near-surface air temperatures time series in USA" |
| Eric (Pui) LAM |
|
| Ken LIM |
"Maximum Likelihood Estimation for Linear Regression Models Involving Missing Covariate Observations" |
| Lanyixin LIN |
"Quantile and Expectile Regression Models" |
| Lu LIN |
"On Modelling and Forecasting Non-stationary Vector Time Series - a Brief Review with Application" |
| Yaning MA |
"The research of machine learning And the application s of XGBoost on Survival analysis" |
| Michael MANTHEY |
"Investigating Models for Interpolation and Prediction in Sparse Geo-Temporal Time-series - A Case Study of Antarctic Temperature Data" |
| Ran NIU |
"Survival Analysis with EM Algorithm and Monte Carlo EM" |
| PuXue QIAO |
"Block-composite Likelihood Estimation for Spatial Regression Models" |
| Cynthia Lui RUIJIE |
"Comparison of Statistical Models for Genotype Calling Algorithms" |
| Gimwah SNG |
"Local Fisher's discriminant analysis using K nearest neighbours classifi cation for multimodal data" |
| Zhaoming SU |
"An MCMC Approach to Variable Selection for High-dimensional Generalised Linear Models" |
| Tapiwa TAKWADA |
"Classi fication and regression using support vector machines" |
| Sen TAN |
|
| Gerry TONKIN-HILL |
"Looking for the Killer in the Crowd: Investigating the Genomic Sequence of Severe Malaria" |
| Shenjia TU |
|
| Brendan VAN ROOYEN |
"An Introduction to Information Geometry" |
| Jianyu WANG |
"Functional Principal Component Analysis for Bivariate Data" |
| Lu WEI |
"On Gaussian processes for machine learning" |
| Chi Kuen WONG |
|
| Yilei WU |
"Non-Stationary Extreme Value Analysis of Precipitation Entropy: A Two-Stage INLA-SPDE Approach to Dual-Tail Risk in Australia" |
| Zemei XU |
"On Fitting Finite Mixture Models with Expectation-Maximization Algorithm" |
| Ziqing YE |
"Functional Concurrent Regression Model for Berkeley Growth Study Data" |
| Yan YU |
|
| Tian YUAN |
"Efficient and Parsimonious Composite Likelihood Weight Selection for Spatial Extreme Data" |
| Hui Hui ZHAO |
"Likelihood Ratio, Cumulative Sum and Moving Average Likelihood Ratio Test Statistic for the Change-point Detection in Binomial Sequences" |
| Hangfei ZHENG |
"Modelling Multivariate Time-series for Forecasting by Error-correction Cointegration Model" |
| Quan ZHOU |
"The Linear Mixed Model and Its Application to Human T-Lymphotropic Virus Type 1" |
| Zeyu ZHOU |
"On Generalised Additive Model Using MCMC Model Selection and Simulated Annealing" |
| Lin ZHU |
"Dimension reduction method for finding the effects of single nucleotide polymorphisms on coronary artery disease" |
Responsibilities
- Completion Seminar Coordinator
- Exchange Student Advisor/Evaluator
Committees
- Environmental Health & Safety Committee