Prof Aurore DELAIGLE
Professor
School of Mathematics and Statistics
- Room: 189
- Building: Peter Hall Building
- Campus: Parkville
Research Interests
- Statistics
Research Groups
Recent Publications
A. Delaigle, P Hall, T. Pham. Clustering functional data into groups by using projections. Journal of the Royal Statistical Society. Series B: Statistical Methodology, 2019. doi: 10.1111/rssb.12310.
Gauri Datta, A. Delaigle, Peter Gavin Hall , Lily Wang. Semi-parametric prediction intervals in small areas when auxiliary data are measured with error.. Statistica Sinica, 2309-2335, 2018. doi: 10.5705/ss.202016.0416.
Jinyuan Chang, A. Delaigle, Peter Hall, Chengyong Tang. A frequency domain analysis of the error distribution from noisy high-frequency data. Biometrika, 105, 353-369, 2018. doi: 10.1093/biomet/asy006.
G Howitt, A Melatos, A. Delaigle. Nonparametric Estimation of the Size and Waiting Time Distributions of Pulsar Glitches. Astrophysical Journal, 867, 2018. doi: 10.3847/1538-4357/aae20a.
A. Delaigle, P Hall. Approximating fragmented functional data by segments of Markov chains. Biometrika, 103, 779-799, 2016. doi: 10.1093/biomet/asw040.
Current Postgraduate Supervision
| Name | Thesis title |
|---|---|
| Debajit DUTTA | "Theoretical and Numerical Aspects of Functional Data Analysis" |
| Jiadong (Maurice) MAO | |
| Neil MARCHANT | "Efficient preparation of ground truth for machine learning" |
| Ruoxu TAN | |
| Jiajun TANG | |
| Jason TRAN | "On convergence rates for nonparametric regression with errors in variables" |
Past Postgraduate Supervision
| Name | Thesis title |
|---|---|
| Wei HUANG | "Spline Techniques for Incomplete and Complex Data" |
| Farshid JAMSHIDI | "Problems in nonparametric curve estimation" |
| Shaoke LEI | "nonparametric methods for complex data" |
Past MSc Students
| Name | Project title |
|---|---|
| Jiadong (Maurice) MAO |
Recent Grant History
| Year(s) | Source | Type | Title |
|---|---|---|---|
| 2018 - 2020 | ARC | Discovery | Statistical challenges involving indirect data |
| 2014 - 2016 | ARC | Discovery | Nonparametric data analysis in statistical science |
| 2014 - 2016 | ARC | Centre Of Excellence | ARC Centre of Excellence for Mathematical and Statistical Frontiers (ACEMS) |
| 2013 - 2017 | ARC | Future Fellow | New nonparametric statistical methods for imperfectly observed data |
| 2011 - 2013 | ARC | Discovery | Statistical problems involving measurement errors and sparsity |
| 2009 - 2013 | ARC | Discovery | Inverse and related problems in statistics |
Awards
| Year | Name | Organisation |
|---|---|---|
| 2018 | Fellow of the American Statistical Association | American Statistical Association |
| 2017 | George W Snedecor Award | |
| 2013 | Moran Medal | Australian Academy of Science |
| 2013 | Fellow of the Institute of Mathematical Statistics | Institute of Mathematical Statistics |
| 2009 | Queen Elizabeth II Fellowship | Australian Research Council |
| 2006 | Hellman Fellowship | Hellman Foundation |
| 2003 | Belgian American and Educational Foundation Fellowship | Belgian American and Educational Foundation |
Responsibilities
- RHD Deputy Coordinator
Committees
- Belz Committee
- IT/Web Committee
- Strategic Planning Committee