206 citations · 664 across the 15 of their papers we have counts for
15 papers
Nonparametric density estimation for intentionally corrupted functional data
Aurore Delaigle, Alexander Meister
We consider statistical models where functional data are artificially contaminated by independent Wiener processes in order to satisfy privacy constraints. We show that the corrupt…
Nonparametric estimation of the size and waiting time distributions of pulsar glitches
G. Howitt, A. Melatos, A. Delaigle
Glitch size and waiting time probability density functions (PDFs) are estimated for the five pulsars that have glitched most using the nonparametric kernel density estimator. Two o…
A frequency domain analysis of the error distribution from noisy high-frequency data
Jinyuan Chang, Aurore Delaigle, Peter Hall +1
Data observed at high sampling frequency are typically assumed to be an additive composite of a relatively slow-varying continuous-time component, a latent stochastic process or a…
Nonparametric covariate-adjusted regression
Aurore Delaigle, Peter Hall, Wen-Xin Zhou
We consider nonparametric estimation of a regression curve when the data are observed with multiplicative distortion which depends on an observed confounding variable. We suggest s…
Unexpected properties of bandwidth choice when smoothing discrete data for constructing a functional data classifier
Raymond J. Carroll, Aurore Delaigle, Peter Hall
The data functions that are studied in the course of functional data analysis are assembled from discrete data, and the level of smoothing that is used is generally that which is a…
Reanalysis of F-statistic gravitational-wave searches with the higher criticism statistic
M. F. Bennett, A. Melatos, A. Delaigle +1
We propose a new method of gravitational wave detection using a modified form of higher criticism, a statistical technique introduced by Donoho & Jin (2004). Higher criticism is de…