Publications (61)
Bump hunting with non-Gaussian kernels
Peter Hall, Michael C. Minnotte, Chunming Zhang
Robust nearest-neighbor methods for classifying high-dimensional data
Yao-ban Chan, Peter Hall
Testing the suitability of polynomial models in errors-in-variables problems
Peter Hall, Yanyuan Ma
The detection of an extremely bright fast radio burst in a phased array feed survey
Keith Bannister, Ryan Shannon, Jean-Pierre Macquart +53
Using statistical smoothing to date medieval manuscripts
Andrey Feuerverger, Peter Hall, Gelila Tilahun +1
Nonparametric regression with homogeneous group testing data
Aurore Delaigle, Peter Hall
Tie-respecting bootstrap methods for estimating distributions of sets and functions of eigenvalues
Peter Hall, Young K. Lee, Byeong U. Park +1
Using the bootstrap to quantify the authority of an empirical ranking
Peter Hall, Hugh Miller
Feature selection when there are many influential features
Peter Hall, Jiashun Jin, Hugh Miller
On deconvolution with repeated measurements
Aurore Delaigle, Peter Hall, Alexander Meister
Bandwidth choice for nonparametric classification
Peter Hall, Kee-Hoon Kang
Methodology and convergence rates for functional linear regression
Peter Hall, Joel L. Horowitz
LineNet: a Zoomable CNN for Crowdsourced High Definition Maps Modeling in Urban Environments
Dun Liang, Yuanchen Guo, Shaokui Zhang +4
Robustness of multiple testing procedures against dependence
Sandy Clarke, Peter Hall
Estimation of distributions, moments and quantiles in deconvolution problems
Peter Hall, Soumendra N. Lahiri
Wavelet-based estimation with multiple sampling rates
Peter Hall, Spiridon Penev
Weighted least squares methods for prediction in the functional data linear model
Aurore Delaigle, Peter Hall, Tatiyana V. Apanasovich
Nonparametric estimation of a point-spread function in multivariate problems
Peter Hall, Peihua Qiu
A frequency domain analysis of the error distribution from noisy high-frequency data
Jinyuan Chang, Aurore Delaigle, Peter Hall +1
Dense Motion Estimation for Smoke
Da Chen, Wenbin Li, Peter Hall
Normal approximation and smoothness for sums of means of lattice-valued random variables
Geoffrey Decrouez, Peter Hall
Choice of neighbor order in nearest-neighbor classification
Peter Hall, Byeong U. Park, Richard J. Samworth
The Cross-Depiction Problem: Computer Vision Algorithms for Recognising Objects in Artwork and in Photographs
Hongping Cai, Qi Wu, Tadeo Corradi +1
Artistic Domain Generalisation Methods are Limited by their Deep Representations
Padraig Boulton, Peter Hall
Defining probability density for a distribution of random functions
Aurore Delaigle, Peter Hall
A simple bootstrap method for constructing nonparametric confidence bands for functions
Peter Hall, Joel Horowitz
Attributing a probability to the shape of a probability density
Peter Hall, Hong Ooi
Exact convergence rate and leading term in central limit theorem for student's t statistic
Peter Hall, Qiying Wang
Truncated Linear Models for Functional Data
Peter Hall, Giles Hooker
Local polynomial regression and variable selection
Hugh Miller, Peter Hall
Nonparametric methods for inference in the presence of instrumental variables
Peter Hall, Joel L. Horowitz
Modeling the variability of rankings
Peter Hall, Hugh Miller
Testing for monotone increasing hazard rate
Peter Hall, Ingrid Van Keilegom
Ranking CGANs: Subjective Control over Semantic Image Attributes
Yassir Saquil, Kwang In Kim, Peter Hall
Understanding Instrumental Stokes Leakage in Murchison Widefield Array Polarimetry
Adrian Sutinjo, John O'Sullivan, Emil Lenc +4
What and Where: A Context-based Recommendation System for Object Insertion
Song-Hai Zhang, Zhengping Zhou, Bin Liu +4
Unexpected properties of bandwidth choice when smoothing discrete data for constructing a functional data classifier
Raymond J. Carroll, Aurore Delaigle, Peter Hall
Methodology and theory for partial least squares applied to functional data
Aurore Delaigle, Peter Hall
Accelerated convergence for nonparametric regression with coarsened predictors
Aurore Delaigle, Peter Hall, Hans-Georg Müller
Nonparametric estimation of mean-squared prediction error in nested-error regression models
Peter Hall, Tapabrata Maiti
Innovated higher criticism for detecting sparse signals in correlated noise
Peter Hall, Jiashun Jin
Robustness and accuracy of methods for high dimensional data analysis based on Student's t statistic
Aurore Delaigle, Peter Hall, Jiashun Jin
Approximating conditional distribution functions using dimension reduction
Peter Hall, Qiwei Yao
Estimation of functional derivatives
Peter Hall, Hans-Georg Müller, Fang Yao
Nonparametric "regression" when errors are positioned at end-points
Peter Hall, Ingrid Van Keilegom
Detecting People in Artwork with CNNs
Nicholas Westlake, Hongping Cai, Peter Hall
Single and multiple index functional regression models with nonparametric link
Dong Chen, Peter Hall, Hans-Georg Müller
Double-bootstrap methods that use a single double-bootstrap simulation
Jinyuan Chang, Peter Hall
Strong approximations of level exceedences related to multiple hypothesis testing
Peter Hall, Qiying Wang
Kernel methods and minimum contrast estimators for empirical deconvolution
Aurore Delaigle, Peter Hall
Assessing extrema of empirical principal component functions
Peter Hall, Céline Vial
Properties of higher criticism under strong dependence
Peter Hall, Jiashun Jin
A ridge-parameter approach to deconvolution
Peter Hall, Alexander Meister
Nonparametric covariate-adjusted regression
Aurore Delaigle, Peter Hall, Wen-Xin Zhou
Nonparametric estimation when data on derivatives are available
Peter Hall, Adonis Yatchew
Rank3DGAN: Semantic mesh generation using relative attributes
Yassir Saquil, Qun-Ce Xu, Yong-Liang Yang +1
Properties of principal component methods for functional and longitudinal data analysis
Peter Hall, Hans-Georg Müller, Jane-Ling Wang
An Algorithm for Nonlinear, Nonparametric Model Choice and Prediction
Frédéric Ferraty, Peter Hall
Prediction in functional linear regression
T. Tony Cai, Peter Hall
Optimal properties of centroid-based classifiers for very high-dimensional data
Peter Hall, Tung Pham
Asymptotic normality and valid inference for Gaussian variational approximation
Peter Hall, Tung Pham, M. P. Wand +1