Dr Tingjin CHU
Senior Lecturer
School of Mathematics and Statistics
- Room: 104
- Building: Peter Hall Building
- Campus: Parkville
Research Interests
- Statistics
Research Groups
Publications, Grants and Awards
You can find all publications, grants and awards on their Find an Expert page.
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" |
| Benjamin HINES | "Spatio-Temporal Analysis and Modelling for Australian Precipitation Trends" |
Past Honours & MSc Students
| Name | Project title |
|---|---|
| Sune BOTHA | "Two Series Forecasting: A Comparison Between Auto-Regressive Integrated Moving Average Model and Neural Networks" |
| Hongliang CHEN | "Tropical Cyclone Prediction via Artificial Neural Networks" |
| Boyang CUI | "A Convolutional Neural Network for Face Recognition Based on Tensorflow Platform" |
| Bun HAGIWARA | "Prediction of tropical cyclone genesis using random forest and feature screening" |
| Xiangyu LI | "Traffic flow prediction with time series models and LSTMs" |
| Xiao LIANG | "Carlton house price prediction using Support Vector Regression" |
| Shuo LU | "Forecasting of Tropical Cyclones in the Western Pacific Using Random Forest" |
| Di MENG | "Analysis of Shenyang Air Pollution Data by Generalized Additive Models" |
| Hao PAN | "Forecasting pedestrian numbers in Melbourne using an LSTM model" |
| Lina PAN | "Modelling Sovereign Credit Ratings with Statistical Learning Methods" |
| Fudi WANG | "Carlton Housing Price Prediction using Regression Trees and Gradient Boosting Decision Trees" |
| Yiwen XU | "Antarctica Temperature Time Series Analysis" |
| Weitian ZHANG | "A spatial lag model for forecasting long-term traffic flow based on built environment and demographic" |
| Jingyi ZHU | "Analysis of Melbourne Pedestrian data with VAR and VECM" |
| Qi ZHUANG | "Investigating the effect of immune response on recovery time from influenza infection using statistical modeling" |
Responsibilities
- Deputy MSc Coordinator
Committees
- Postgraduate Programs Committee