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Email

aurored@unimelb.edu.au

Credentials


Position
Professor
School of Mathematics and Statistics
Education
PhD
Universite Catholique de Louvain
Masters (Coursework & Research)
Universite Catholique de Louvain
Bachelors Degree
Universite Catholique de Louvain
ORCID

0000-0002-4280-3579

Prof Aurore Delaigle

Professor
School of Mathematics and Statistics

76 Scholarly works
7 Projects

HIGHLIGHTS

  • 2026

    Journal article

    Nonparametric curve estimation in measurement error problems with conditionally heteroscedastic variances
    DOI: 10.3150/25-bej1874
  • 2025

    Journal article

    Nonparametric Density Estimation of a Long-Term Trend from Repeated Semicontinuous Data
    DOI: 10.1080/01621459.2025.2555054
  • 2024

    Journal article

    GROUP TESTING REGRESSION ANALYSIS WITH MISSING DATA AND IMPERFECT TESTS
    DOI: 10.5705/ss.202021.0382
  • 2023

    Research grants (ARC, NHMRC, MRFF)

    Mitigating Bias in Statistical Analyses of Data Collected Over Time
  • 2023

    Journal article

    Group testing regression analysis with covariates and specimens subject to missingness
    DOI: 10.1002/sim.9640
  • 2022

    Journal article

    Semiparametric Estimation of the Distribution of Episodically Consumed Foods Measured With Error
    DOI: 10.1080/01621459.2020.1787840
  • 2018

    Research Grant

    Statistical Challenges Involving Indirect Data
Aurore Delaigle

Latest Honours,
Awards and Fellowships


2023
IMS Medallion Lecture Institute of Mathematical Statistics
2020
Fellow of the Australian Mathematical Society (FAustMS)
2020
Fellow of the Australian Academy of Science (FAA)
2018
Fellow of the American Statistical Association

RECENT SCHOLARLY WORKS

  • 2021

    Book Chapter

    Deconvolution with Unknown Error Distribution
    DOI: 10.1201/9781315101279-12
  • 2021

    Book

    Handbook of Measurement Error Models
    DOI: 10.1201/9781315101279
  • 2021

    Book Chapter

    Deconvolution Kernel Density Estimation
    DOI: 10.1201/9781315101279-10
  • 2021

    Journal article

    Report of the Editors—2020
    DOI: 10.1111/rssb.12408
  • 2021

    Journal article

    Estimating the Covariance of Fragmented and Other Related Types of Functional Data
    DOI: 10.1080/01621459.2020.1723597

RECENT PROJECTS

  • 2014

    Internal Research Grant

    New Nonparametric Statistical Methods for Imperfectly Observed Data
  • 2014

    Research Grant

    New Nonparametric Statistical Methods for Imperfectly Observed Data
  • 2014

    Research Grant

    Nonparametric Data Analysis in Statistical Science

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