Aurore Delaigle

Group testing regression analysis with covariates and specimens subject to missingness.

Aurore Delaigle, Ruoxu Tan

Journal article  |  2023  |  Stat Med

We develop parametric estimators of a conditional prevalence in the group testing context. Group testing is applied when a binary ..

Deconvolution with Unknown Error Distribution

Aurore Delaigle, Ingrid Van Keilegom

Book Chapter  |  2021

Deconvolution Kernel Density Estimation

Aurore Delaigle

Book Chapter  |  2021

Report of the Editors—2020

A Delaigle, S Wood

Journal article  |  2021  |  Journal of the Royal Statistical Society. Series B: Statistical Methodology

Semiparametric Estimation of the Distribution of Episodically Consumed Foods Measured With Error

Felix Camirand Lemyre, Raymond J Carroll, Aurore Delaigle

Journal article  |  2020  |  JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Dietary data collected from 24-hour dietary recalls are observed with significant measurement errors. In the nonparametric curve e..

Estimating the Covariance of Fragmented and Other Related Types of Functional Data

Aurore Delaigle, Peter Hall, Wei Huang, Alois Kneip

Journal article  |  2020  |  JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

We consider the problem of estimating the covariance function of functional data which are only observed on a subset of their doma..

Nonparametric density estimation for intentionally corrupted functional data

A Delaigle, A Meister

Journal article  |  2020  |  Statistica Sinica

We consider statistical models where functional data are artificially contaminated by independent Wiener processes in order to sat..

Estimation of conditional prevalence from group testing data with missing covariates

Aurore Delaigle, Wei Huang, Shaoke Lei

Journal article  |  2019  |  Journal of the American Statistical Association

We consider estimating the conditional prevalence of a disease from data pooled according to the group testing mechanism. Consiste..

Clustering functional data into groups by using projections

Aurore Delaigle, Peter Hall, Pham Tung

Journal article  |  2019  |  JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

We show that, in the functional data context, by appropriately exploiting the functional nature of the data, it is possible to clu..

Statistical Methodology and Theory for Functional and Topological Data

Aurore Delaigle, Alexander Meister, Victor Panaretos, Larry Wasserman

Journal article  |  2019  |  Oberwolfach Reports