Professor 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. Approximating fragmented functional data by segments of Markov chains. Biometrika, 103, 779-799, 2016. doi: 10.1093/biomet/asw040.

  • A. Delaigle, Matt P Wand. A Conversation with Peter Hall. Statistical Science, 31, 275-304, 2016. doi: 10.1214/16-STS554.

  • A. Delaigle, A. Meister, Jeroen Rombouts. Root-T consistent density estimation in GARCH models. Journal of Econometrics, 192, 55-63, 2016. doi: 10.1016/j.jeconom.2015.10.009.

  • A. Delaigle, Peter Hall, W. Zhou. Nonparametric Covariate-Adjusted Regression. Annals of Statistics, 44, 2190-2220, 2016. doi: 10.1214/16-AOS1442.

  • A. Delaigle, Peter Hall. Methodology for non-parametric deconvolution when the error distribution is unknown. Journal of the Royal Statistical Society Series B: Statistical Methodology, 78, 231-252, 2016. doi: 10.1111/rssb.12109.

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Current Postgraduate Supervision

Name Thesis title
Debajit DUTTA "Theoretical and Numerical Aspects of Functional Data Analysis"
Wei HUANG
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
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
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