Peter Hall

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All published works

Action	Title	Year	Authors
+ PDF	A Plug-and-Play Approach To Multiparametric Quantitative MRI: Image Reconstruction Using Pre-Trained Deep Denoisers	2022	Ketan Fatania Carolin M. Pirkl Marion I. Menzel Peter Hall Mohammad Golbabaee
+	A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers	2022	Ketan Fatania Carolin M. Pirkl Marion I. Menzel Peter Hall Mohammad Golbabaee
+	Nonlinear Equivariant Imaging: Learning Multi-Parametric Tissue Mapping without Ground Truth for Compressive Quantitative MRI	2022	Ketan Fatania Kwai Y. Chau Carolin M. Pirkl Marion I. Menzel Peter Hall Mohammad Golbabaee
+ PDF	Rank3DGAN: Semantic Mesh Generation Using Relative Attributes	2020	Yassir Saquil Qun‐Ce Xu Yong‐Liang Yang Peter Hall
+ PDF	What and where: A context-based recommendation system for object insertion	2020	Song-Hai Zhang Zheng-Ping Zhou Bin Liu Xi Dong Peter Hall
+	Geometric Style Transfer	2020	Xiao-Chang Liu Xuanyi Li Ming‐Ming Cheng Peter Hall
+	Artistic Domain Generalisation Methods are Limited by their Deep Representations	2019	Padraig Boulton Peter Hall
+ PDF	Example-Guided Style-Consistent Image Synthesis From Semantic Labeling	2019	Miao Wang Guo-Ye Yang Ruilong Li Runze Liang Song–Hai Zhang Peter Hall Shi‐Min Hu
+	Rank3DGAN: Semantic mesh generation using relative attributes	2019	Yassir Saquil Qun‐Ce Xu Yong‐Liang Yang Peter Hall
+	Example-Guided Style Consistent Image Synthesis from Semantic Labeling	2019	Miao Wang Guo-Ye Yang Ruilong Li Runze Liang Song–Hai Zhang Peter Hall Shi‐Min Hu
+	Artistic Domain Generalisation Methods are Limited by their Deep Representations	2019	Padraig Boulton Peter Hall
+	Rank3DGAN: Semantic mesh generation using relative attributes	2019	Yassir Saquil Qun‐Ce Xu Yong‐Liang Yang Peter Hall
+ PDF Chat	VGPN: Voice-Guided Pointing Robot Navigation for Humans	2018	Jun Hu Zhongyu Jiang Xionghao Ding Tai‐Jiang Mu Peter Hall
+	Ranking Generative Adversarial Networks: Subjective Control over Semantic Image Attributes	2018	Yassir Saquil Kwang In Kim Peter Hall
+	LineNet: a Zoomable CNN for Crowdsourced High Definition Maps Modeling in Urban Environments	2018	Dun Liang Yuan-Chen Guo Shao-Kui Zhang Song–Hai Zhang Peter Hall Min Zhang Shi‐Min Hu
+	What and Where: A Context-based Recommendation System for Object Insertion	2018	Song–Hai Zhang Zhengping Zhou Bin Liu Xin Dong Dun Liang Peter Hall Shi‐Min Hu
+	Ranking CGANs: Subjective Control over Semantic Image Attributes	2018	Yassir Saquil Kwang In Kim Peter Hall
+ PDF Chat	Dense Motion Estimation for Smoke	2017	Da Chen Wenbin Li Peter Hall
+	Dense Motion Estimation for Smoke	2016	Da Chen Wenbin Li Peter Hall
+ PDF Chat	Detecting People in Artwork with CNNs	2016	Nicholas Westlake Hongping Cai Peter Hall
+	The Cross-Depiction Problem: Computer Vision Algorithms for Recognising Objects in Artwork and in Photographs	2015	Hongping Cai Qi Wu Tadeo Corradi Peter Hall
+	Fractal Dimensions and Estimation	2014	Colleen D. Cutler Peter Hall
+	Binning	2014	Peter Hall
+	An Algorithm for Nonlinear, Nonparametric Model Choice and Prediction	2014	Frédéric Ferraty Peter Hall
+	A New Approach to Function-Based Hypothesis Testing in Location-Scale Families	2013	Peter Hall F. Lombard Cornelis J. Potgieter
+ PDF	Deconvolution estimation of mixture distributions with boundaries	2013	Mihee Lee Peter Hall Haipeng Shen J. S. Marron Jon W. Tolle Christina L. Burch
+	Robustness and accuracy of methods for high dimensional data analysis based on Student's t statistic	2010	Aurore Delaigle Peter Hall Jiashun Jin
+	Local polynomial regression and variable selection	2010	H. R. Miller Peter Hall
+	Kernel methods and minimum contrast estimators for empirical deconvolution	2010	Aurore Delaigle Peter Hall
+ PDF	Robust nearest-neighbor methods for classifying high-dimensional data	2009	Yao-ban Chan Peter Hall
+	Scale adjustments for classifiers in high-dimensional, low sample size settings	2009	Y.-B. Chan Peter Hall
+ PDF	Choice of neighbor order in nearest-neighbor classification	2008	Peter Hall Byeong U. Park Richard J. Samworth
+	ON ERROR-RATE ESTIMATION IN NONPARAMETRIC CLASSIFICATION	2008	Anil K. Ghosh Peter Hall
+ PDF	Statistical Inference for Evolving Periodic Functions	2007	Marc G. Genton Peter Hall
+	Nonparametric inference under dependent truncation	2007	M.-Y. Cheng Peter Hall Yi-chen Yang
+ PDF	On bagging and nonlinear estimation	2006	Jerome H. Friedman Peter Hall
+	Assessing the Finite Dimensionality of Functional Data	2006	Peter Hall Céline Vial
+ PDF	Nonparametric Methods for Solving the Berkson Errors-in-Variables Problem	2006	Aurore Delaigle Peter Hall Peihua Qiu
+	Real-Time Density and Mode Estimation With Application to Time-Dynamic Mode Tracking	2006	Peter Hall Hans‐Georg Müller Ping-Shi Wu
+	Methods for tracking support boundaries with corners	2006	Ming‐Yen Cheng Peter Hall
+	Fractal Dimensions and Estimation	2005	Colleen D. Cutler Peter Hall
+	Near‐Neighbor Estimation	2005	Peter Hall
+	Nonparametric inference in multivariate mixtures	2005	Peter Hall Amnon Neeman Reza Pakyari Ryan Elmore
+ PDF	Approximating conditional distribution functions using dimension reduction	2005	Peter Hall Qiwei Yao
+	Theory for penalised spline regression	2005	Peter Hall Jean D. Opsomer
+ PDF	Bandwidth choice for nonparametric classification	2005	Peter Hall Kee‐Hoon Kang
+	Approximating conditional distribution functions using dimension reduction	2005	Peter Hall Qiwei Yao
+	Approximating conditional distribution functions using dimension reduction	2005	Peter Hall Qiwei Yao
+	Unified approach to testing functional hypotheses in semiparametric contexts	2004	Peter Hall Adonis Yatchew
+ PDF	Nonparametric methods of inference for finite-state, inhomogeneous Markov processes	2004	Peter Hall Efstathia Bura
+	Theoretical analysis of power in a two-component normal mixture model	2004	Peter Hall Michael Stewart
+ PDF	Estimating gradient trees	2004	Ming‐Yen Cheng Peter Hall J. A. Hartigan
+	HISTOSPLINE METHOD IN NONPARAMETRIC REGRESSION MODELS WITH APPLICATION TO CLUSTERED/LONGITUDINAL DATA	2004	Raymond J. Carroll Peter Hall Tatiyana V. Apanasovich Xihong Lin
+	Interval and band estimation for curves with jumps	2004	Irène Gijbels Peter Hall Aloïs Kneip
+	A View of Statistics in Australia	2004	Peter Hall
+	Interval and band estimation for curves with jumps	2004	Irène Gijbels Peter Hall Aloïs Kneip
+	Prediction and Nonparametric Estimation for Time Series With Heavy Tails	2003	Peter Hall Liang Peng Qiwei Yao
+ PDF	Nonparametric estimation of component distributions in a multivariate mixture	2003	Peter Hall Xiao‐Hua Zhou
+	A short history of the bootstrap	2002	Peter Hall
+ PDF	Likelihood-based confidence bands for fault lines in response surfaces	2002	Peter Hall Christian Rau
+	Theory & Methods: Data Sharpening for Hazard Rate Estimation	2002	Gerda Claeskens Peter Hall
+	Relative Efficiencies of Kernel and Local Likelihood Density Estimators	2002	Peter Hall Terence Tao
+	Permutation tests for equality of distributions in high-dimensional settings	2002	Peter Hall Nader Tajvidi
+	Prediction and nonparametric estimation for time series with heavy tails	2002	Peter Hall Liang Peng Qiwei Yao
+ PDF	Effect of dependence on stochastic measures of accuracy of density estimations	2002	Gerda Claeskens Peter Hall
+	Estimating and depicting the structure of a distribution of random functions	2002	Peter Hall Nancy E. Heckman
+	UNIMODAL DENSITY ESTIMATION USING KERNEL METHODS	2002	Peter Hall Li‐Shan Huang
+	Prediction and nonparametric estimation for time series with heavy tails	2002	Peter Hall Liang Peng Qiwei Yao
+ PDF	Bootstrapping nonparametric density estimators with empirically chosen bandwidths	2001	Peter Hall Kee‐Hoon Kang
+	Nonparametric Estimation of Hazard Rate Under the Constraint of Monotonicity	2001	Peter Hall Li‐Shan Huang James A Gifford Irène Gijbels
+	<i>Biometrika</i> Centenary: Nonparametrics	2001	Peter Hall
+ PDF	Nonparametric kernel regression subject to monotonicity constraints	2001	Peter Hall Li‐Shan Huang
+	A New Method of Solving Noisy Abel-Type Equations	2001	Joshua Garza Peter Hall F.H. Ruymgaart
+ PDF	Cross-Validation for Choosing Resolution Level for Nonlinear Wavelet Curve Estimators	2001	Peter Hall Spiridon Penev
+	A Functional Data—Analytic Approach to Signal Discrimination	2001	Peter Hall D. S. Poskitt Brett Presnell
+	Statistical Science	2001	Peter Hall
+ PDF	Data sharpening methods for bias reduction in nonparametric regression	2000	Edwin Choi Peter Hall Valentin Rousson
+	Reducing Bias Without Prejudicing Sign	2000	Peter Hall Brett Presnell Berwin A. Turlach
+	Nonparametric Approach to Analysis of Space-Time Data on Earthquake Occurrences	1999	Edwin Choi Peter Hall
+	Corrections for systematic boundary effects in pixel-based area counts	1999	Peter Hall Ilya Molchanov
+	Monte carlo approximation to edgeworth expansions	1999	Peter Hall Michael A. Martin Shan Sun
+	Density Estimation under Constraints	1999	Peter Hall Brett Presnell
+	Density Estimation under Constraints	1999	Peter Hall Brett Presnell
+	Reducing bias in curve estimation by use of weights	1999	Peter Hall Berwin A. Turlach
+ PDF	Adaptation to high spatial inhomogeneity using wavelet methods	1999	Jianqing Fan Peter Hall Michael Martinand Prakash Patil
+ PDF	On global performance of approximations to smooth curves using gridded data	1998	Peter Hall Marc Raimondo
+	Edgeworth expansions in very-high-dimensional problems	1998	Niall Anderson Peter Hall D. M. Titterington
+ PDF	Block threshold rules for curve estimation using kernel and wavelet methods	1998	Peter Hall Gérard Kerkyacharian Dominique Picard
+	On bias reduction in local linear smoothing	1998	Edwin Choi Peter Hall
+	On the Accuracy of Binned Kernel Density Estimators	1998	Peter Hall M. P. Wand
+ PDF	Interpolation methods for nonlinear wavelet regression with irregularly spaced design	1997	Peter Hall Berwin A. Turlach
+	Approximating a line thrown at random onto a grid	1997	Peter Hall Marc Raimondo
+	On choosing a non-integer resolution level when using wavelet methods	1997	Peter Hall Guy P. Nason
+	On the Estimation of a Convex Set From Noisy Data on Its Support Function	1997	N. I. Fisher Peter Hall Berwin A. Turlach G. S. Watson
+	None	1997	Peter Hall Spiridon Penev Gérard Kerkyacharian Dominique Picard
+	None	1997	Ming‐Yen Cheng Peter Hall D. M. Titterington
+ PDF	On nonparametric estimation of intercept and slope distributions in random coefficient regression	1996	Rudolf Beran Andrey Feuerverger Peter Hall
+	On Pseudodata Methods for Removing Boundary Effects in Kernel Density Estimation	1996	Ann Cowling Peter Hall
+	On the Choice of Smoothing Parameter, Threshold and Truncation in Nonparametric Regression by Non-Linear Wavelet Methods	1996	Peter Hall Prakash Patil
+ PDF	On Local Smoothing of Nonparametric Curve Estimators	1996	Jianqing Fan Peter Hall Michael A. Martin Prakash Patil
+	On the Accuracy of Binned Kernel Density Estimators	1996	Peter Hall M. P. Wand
+	ON NONPARAMETRIC ESTIMATION OF INTERCEPT AND SLOPE DISTRIBUTIONS IN RANDOM	1996	Coefficient Regression Rudolf Beran Andrey Feuerverger Peter Hall
+ PDF	On the minimisation of $L\sp p$ error in mode estimation	1995	Birgit Grund Peter Hall
+ PDF	On bandwidth choice for density estimation with dependent data	1995	Peter Hall Soumendra N. Lahiri Young K. Truong
+ PDF	Estimators of integrals of powers of density derivatives	1995	Peter Hall Rodney Wolff
+	On the biases of error estimators in prediction problems	1995	Peter Hall
+ PDF	Improved Variable Window Kernel Estimates of Probability Densities	1995	Peter Hall Tien Chung Hu J. S. Marron
+ PDF	On the Nonparametric Estimation of Covariance Functions	1994	Peter Hall N. I. Fisher Branka Hoffmann
+ PDF	On General Resampling Algorithms and their Performance in Distribution Estimation	1994	Peter Hall Enno Mammen
+	On the Validity of Edgeworth and Saddlepoint Approximations	1994	James G. Booth Peter Hall Andrew T. A. Wood
+ PDF	On Curve Estimation by Minimizing Mean Absolute Deviation and Its Implications	1994	Jianqing Fan Peter Hall
+	On the Erratic Behavior of Estimators of N in the Binomial N, p Distribution	1994	Peter Hall
+ PDF	Uniqueness Theorems for Parametrized Algebraic Curves	1994	Peter Hall
+	On the efficiency of on-line density estimators	1994	Peter Hall P. Patil
+ PDF	Loss and risk in smoothing parameter selection	1994	Birgit Grund Peter Hall J. S. Marron
+ PDF	On the Average Difference Between Concomitants and Order Statistics	1994	Prem K. Goel Peter Hall
+	Bootstrap Hypothesis Testing Procedures	1993	Heiko Becher Peter Hall Susan R. Wilson
+ PDF	Estimators of the Finite Population Distribution Function using Nonparametric Regression	1993	Alan H. Dorfman Peter Hall
+	Empirical Likelihood Confidence Bands in Density Estimation	1993	Peter Hall Art B. Owen
+ PDF	On almost Linearity of Low Dimensional Projections from High Dimensional Data	1993	Peter Hall Ker-Chau Li
+ PDF	Optimal Smoothing in Single-Index Models	1993	Wolfgang Karl Härdle Peter Hall Hidehiko Ichimura
+ PDF	Balanced Importance Resampling for the Bootstrap	1993	James G. Booth Peter Hall Andrew T. A. Wood
+	On the Performance of Kernel Estimators for High-Dimensional, Sparse Binary Data	1993	Birgit Grund Peter Hall
+	A Fourier Approach to Nonparametric Deconvolution of a Density Estimate	1993	Peter J. Diggle Peter Hall
+	On the estimation of entropy	1993	Peter Hall Sally C. Morton
+ PDF	Estimating Coefficient Distributions in Random Coefficient Regressions	1992	Rudolf Beran Peter Hall
+ PDF	On Global Properties of Variable Bandwidth Density Estimators	1992	Peter Hall
+ PDF	Smoothed cross-validation	1992	Peter Hall J. S. Marron Byeong U. Park
+	On the Feasibility of Cross-Validation in Image Analysis	1992	Peter Hall Inge Koch
+	Bootstrap Confidence Intervals in Curve Estimation	1992	Peter Hall
+	On the bias and variability of bootstrap and cross-validation estimates of error rate in discrimination problems	1992	A. C. Davison Peter Hall
+	Empirical Functionals and Efficient Smoothing Parameter Selection	1992	Peter Hall Iain M. Johnstone
+	Normal approximation in regression	1991	Peter Hall A. H. Welsh
+	Local Minima in Cross-Validation Functions	1991	Peter Hall J. S. Marron
+	A Geometrical Method for Removing Edge Effects from Kernel-Type Nonparametric Regression Estimators	1991	Peter Hall Thomas E. Wehrly
+	Two Guidelines for Bootstrap Hypothesis Testing	1991	Peter Hall Susan R. Wilson
+ PDF	A Picard Theorem with an Application to Minimal Surfaces. II	1991	Peter Hall
+	On importance resampling for the bootstrap	1991	Kim‐Anh Do Peter Hall
+	On optimal data-based bandwidth selection in kernel density estimation	1991	Peter Hall Simon J. Sheather M. C. Jones J. S. Marron
+	On the performance of kernel estimators for high- dimensional, sparse binary data	1991	Birgit Grund Peter Hall
+	Optimal smoothing in single index models	1991	Wolfgang Karl Härdle Peter Hall Hidehiko Ichimura
+ PDF	Akaike's information criterion and Kullback-Leibler loss for histogram density estimation	1990	Peter Hall
+ PDF	Adaptive $M$-Estimation in Nonparametric Regression	1990	Peter Hall M. C. Jones
+	Mean squared error properties of kernel estimates or regression quantiles	1990	M. C. Jones Peter Hall
+	Asymptotically optimal difference-based estimation of variance in nonparametric regression	1990	Peter Hall Jim Kay D. M. Titterington
+ PDF	Convergence rates in density estimation for data from infinite-order moving average processes	1990	Peter Hall Jeffrey D. Hart
+	On continuous image models and image analysis in the presence of correlated noise	1990	Peter Hall Inge Koch
+	On continuous image models and image analysis in the presence of correlated noise	1990	Peter Hall Inge Koch
+	On the law of the logarithm for density estimators	1990	Peter Hall
+ PDF	Nonparametric Estimation of Optimal Performance Criteria in Quality Engineering	1990	Raymond J. Carroll Peter Hall
+	On variance estimation in nonparametric regression	1990	Peter Hall J. S. Marron
+	On the bias of variable bandwidth curve estimators	1990	Peter Hall
+	Variance Function Estimation in Regression: The Effect of Estimating the Mean	1989	Peter Hall Raymond J. Carroll
+	On Smoothing and the Bootstrap	1989	Peter Hall Thomas J. DiCiccio Joseph P. Romano
+	A local cross-validation algorithm	1989	Peter Hall William R. Schucany
+	On Convergence Rates in Nonparametric Problems	1989	Peter Hall
+	On Confidence Bands in Nonparametric Density Estimation and Regression	1989	Peter Hall D.M. TITTERINGTON
+ PDF	Estimating the direction in which a data set is most interesting	1988	Peter Hall
+ PDF	Variable window width kernel estimates of probability densities	1988	Peter Hall J. S. Marron
+	Optimal Rates of Convergence for Deconvolving a Density	1988	Raymond J. Carroll Peter Hall
+	On Stochastic Complexity and Nonparametric Density Estimation	1988	Peter Hall E. J. Hannan
+	Minimizing L1 distance in nonparametric density estimation	1988	Peter Hall M. P. Wand
+	On the Level-Error After Bartlett Adjustment of the Likelihood Ratio Statistic	1988	Ole E. Barndorff‐Nielsen Peter Hall
+	On the minimization of absolute distance in kernel density estimation	1988	Peter Hall M. P. Wand
+ PDF	Choice of Kernel Order in Density Estimation	1988	Peter Hall J. S. Marron
+	How Far are Automatically Chosen Regression Smoothing Parameters from their Optimum?	1988	Wolfgang Karl Härdle Peter Hall J. S. Marron
+	On nonparametric discrimination using density differences	1988	Peter Hall M. P. Wand
+	On stochastic complexity and nonparametric density estimation	1988	Peter Hall E. J. Hannan
+ PDF	On Kullback-Leibler Loss and Density Estimation	1987	Peter Hall
+	On the use of compactly supported density estimates in problems of discrimination	1987	Peter Hall
+	On the Bootstrap and Likelihood-Based Confidence Regions	1987	Peter Hall
+	On the Processing of a Motion-Blurred Image	1987	Peter Hall
+ PDF	Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation	1987	Peter Hall J. S. Marron
+	Cross-validation and the smoothing of orthogonal series density estimators	1987	Peter Hall
+	On Smoothing Sparse Multinomial Data	1987	Peter Hall D. M. Titterington
+	Kernel density estimation with spherical data	1987	Peter Hall G. S. Watson Javier Cabrera
+	Common Structure of Techniques for Choosing Smoothing Parameters in Regression Problems	1987	Peter Hall D. M. Titterington
+	On the Rate of Convergence of Orthogonal Series Density Estimators	1986	Peter Hall
+	The Selection of Terms in an Orthogonal Series Density Estimator	1986	Peter J. Diggle Peter Hall
+	The Use of Uncategorized Data to Improve the Performance of a Nonparametric Estimator of a Mixture Density	1985	Peter Hall D. M. Titterington
+	An Optimal Property of Kernel Estimators of a Probability Density	1984	Peter Hall
+	Efficient Nonparametric Estimation of Mixture Proportions	1984	Peter Hall D. M. Titterington
+	Central limit theorem for integrated square error of multivariate nonparametric density estimators	1984	Peter Hall
+	‘A test for normality based on the empirical characteristic function’	1984	Peter Hall A. H. Welsh
+	Cross-validation in nonparametric estimation of probabilities and probability densities	1984	Adrian Bowman Peter Hall D. M. Titterington
+ PDF	Asymptotic properties of integrated square error and cross-validation for kernel estimation of a regression function	1984	Peter Hall
+ PDF	Large Sample Optimality of Least Squares Cross-Validation in Density Estimation	1983	Peter Hall
+ PDF	Orthogonal Series Methods for Both Qualitative and Quantitative Data	1983	Peter Hall
+	Orthogonal Series Distribution Function Estimation, with Applications	1983	Peter Hall
+	Measuring the efficiency of trigonometric series estimates of a density	1983	Peter Hall
+	On near neighbour estimates of a multivariate density	1983	Peter Hall
+	A test for normality based on the empirical characteristic function	1983	Peter Hall A. H. Welsh
+	Improving the Normal Approximation when Constructing One-Sided Confidence Intervals for Binomial or Poisson Parameters	1982	Peter Hall
+	The order of the approximation to a Wiener process by its Fourier series	1982	Peter Hall
+	Comparison of two orthogonal series methods of estimating a density and its derivatives on an interval	1982	Peter Hall
+	Limit theorems for stochastic measures of the accuracy of density estimators	1982	Peter Hall
+	The Influence of Rounding Errors on Some Nonparametric Estimators of a Density and its Derivatives	1982	Peter Hall
+	On starr and vardi's estimates of the number of transmission sources	1982	Peter Hall
+	On starr and vardi's estimates of the number of transmission sources	1982	Peter Hall
+	Cross-validation in density estimation	1982	Peter Hall
+	Polynomial expansions of density and distribution functions of scale mixtures	1981	Peter Hall
+ PDF	Rates of Convergence in the Martingale Central Limit Theorem	1981	Peter Hall C. C. Heyde
+ PDF	On Trigonometric Series Estimates of Densities	1981	Peter Hall
+	On nonparametric multivariate binary discrimination	1981	Peter Hall
+	Optimal near neighbour estimator for use in discriminant analysis	1981	Peter Hall
+	On the Non-Parametric Estimation of Mixture Proportions	1981	Peter Hall
+	Estimating a density on the positive half line by the method of orthogonal series	1980	Peter Hall
+	On measures of the distance of a mixture from its parent distribution	1979	Peter Hall

Common Coauthors

Coauthor	Papers Together
J. S. Marron	10
D. M. Titterington	8
Qiwei Yao	6
Yassir Saquil	5
M. P. Wand	5
Shi‐Min Hu	4
Song–Hai Zhang	4
Berwin A. Turlach	4
Brett Presnell	4
Raymond J. Carroll	4
Birgit Grund	4
Qun‐Ce Xu	3
Aurore Delaigle	3
Inge Koch	3
Jianqing Fan	3
Mohammad Golbabaee	3
Li‐Shan Huang	3
Edwin Choi	3
Irène Gijbels	3
Marion I. Menzel	3
Rudolf Beran	3
Prakash Patil	3
Carolin M. Pirkl	3
Ming‐Yen Cheng	3
Ketan Fatania	3
A. H. Welsh	3
Yong‐Liang Yang	3
Liang Peng	3
Wolfgang Karl Härdle	3
Da Chen	2
Gerda Claeskens	2
Miao Wang	2
M. C. Jones	2
Wenbin Li	2
G. S. Watson	2
Padraig Boulton	2
Andrew T. A. Wood	2
Michael A. Martin	2
Runze Liang	2
Colleen D. Cutler	2
Spiridon Penev	2
Guo-Ye Yang	2
Hidehiko Ichimura	2
Dun Liang	2
Peter J. Diggle	2
Marc Raimondo	2
N. I. Fisher	2
Kwang In Kim	2
Hongping Cai	2
Aloïs Kneip	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF	An Asymptotically Optimal Window Selection Rule for Kernel Density Estimates	1984	Charles J. Stone	19
+	An alternative method of cross-validation for the smoothing of density estimates	1984	Adrian Bowman	17
+ PDF	Large Sample Optimality of Least Squares Cross-Validation in Density Estimation	1983	Peter Hall	15
+	Empirical Choice of Histograms and Kernel Density Estimators	1982	Mats Rudemo	15
+ PDF	Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation	1987	Peter Hall J. S. Marron	12
+	Density Estimation for Statistics and Data Analysis	1400		12
+	Kernels for Nonparametric Curve Estimation	1985	Théo Gasser H-G. MÜller Volker Mammitzsch	11
+	The Estimation of Probability Densities and Cumulatives by Fourier Series Methods	1968	Richard A. Kronmal Michael E. Tarter	11
+ PDF	An approximation of partial sums of independent RV'-s, and the sample DF. I	1975	J. Koml�s Péter Major G. Tusn�dy	11
+ PDF	An approximation of partial sums of independent RV's, and the sample DF. II	1976	János Komlós Péter Major Gábor Tusnády	11
+	Nonparametric Functional Estimation	1983	Prakasa Rao	9
+	Comparison of Data-Driven Bandwidth Selectors	1990	Byeong U. Park J. S. Marron	9
+ PDF	Optimal Global Rates of Convergence for Nonparametric Regression	1982	Charles J. Stone	8
+	Intentionally Biased Bootstrap Methods	1999	Peter Hall Brett Presnell	8
+ PDF	On the Amount of Noise Inherent in Bandwidth Selection for a Kernel Density Estimator	1987	Peter J. Hall J. S. Marron	8
+	A Comparative Study of Kernel-Based Density Estimates for Categorical Data	1980	D. M. Titterington	8
+ PDF	Formulae for Mean Integrated Squared Error of Nonlinear Wavelet-Based Density Estimators	1995	Peter A. Hall Prakash Patil	7
+	Ideal spatial adaptation by wavelet shrinkage	1994	David L. Donoho Iain M. Johnstone	7
+	On the Choice of Smoothing Parameters for Parzen Estimators of Probability Density Functions	1976	Duin	7
+	Applied nonparametric regression	1991	Wolfgang Karl Härdle	7
+ PDF	Remarks on Some Nonparametric Estimates of a Density Function	1956	Murray Rosenblatt	7
+ PDF	Local Linear Regression Smoothers and Their Minimax Efficiencies	1993	Jianqing Fan	7
+ PDF	Distribution Function Inequalities for Martingales	1973	D. L. Burkholder	7
+	Multivariate binary discrimination by the kernel method	1976	J. Aitchison Colin Aitken	7
+ PDF	Consistent Cross-Validated Density Estimation	1983	Y. S. Chow Stuart Geman Lili Wu	7
+ PDF	Exact Mean Integrated Squared Error	1992	J. S. Marron M. P. Wand	7
+	Mean squared errors of estimates of a density and its derivatives	1979	R. S. Singh	7
+ PDF	Weak and Strong Uniform Consistency of the Kernel Estimate of a Density and its Derivatives	1978	Bernard W. Silverman	7
+ PDF	Optimal Rates of Convergence for Nonparametric Estimators	1980	Charles J. Stone	7
+	Non-Parametric Estimation of a Multivariate Probability Density	1969	V. A. Epanechnikov	6
+ PDF	Estimation of integrated squared density derivatives	1987	Peter A. Hall J. S. Marron	6
+	On optimal data-based bandwidth selection in kernel density estimation	1991	Peter Hall Simon J. Sheather M. C. Jones J. S. Marron	6
+	Bootstrap Choice of Bandwidth for Density Estimation	1990	Julian J. Faraway Myoungshic Jhun	6
+ PDF	Local Regression: Automatic Kernel Carpentry	1993	Trevor Hastie Clive Loader	6
+	Wavelet Shrinkage: Asymptopia?	1995	David L. Donoho Iain M. Johnstone Gérard Kerkyacharian Dominique Picard	6
+ PDF	Biased and Unbiased Cross-Validation in Density Estimation	1987	David W. Scott George R. Terrell	6
+ PDF	An Asymptotically Efficient Solution to the Bandwidth Problem of Kernel Density Estimation	1985	J. S. Marron	6
+	Variable Kernel Estimates of Multivariate Densities	1977	Leo Breiman William S. Meisel Edward M. Purcell	5
+ PDF	Nonparametric Regression Analysis of Longitudinal Data	1990	R. L. Eubank Hans‐Georg Müller Hans‐Georg Müller	5
+	Multinomial Goodness‐Of‐Fit Tests	1984	Noel Cressie Timothy R. C. Read	5
+	Kernel estimation of regression functions	1979	Théo Gasser Hans‐Georg Müller	5
+	Cross-validation in nonparametric estimation of probabilities and probability densities	1984	Adrian Bowman Peter Hall D. M. Titterington	5
+	A Reliable Data‐Based Bandwidth Selection Method for Kernel Density Estimation	1991	Simon J. Sheather M. C. Jones	5
+	A comparative study of some kernel-based nonparametric density estimators	1985	Adrian Bowman	5
+ PDF	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	5
+ PDF	Optimal Convergence Properties of Variable Knot, Kernel, and Orthogonal Series Methods for Density Estimation	1975	Grace Wahba	5
+ PDF	Estimation of Probability Density by an Orthogonal Series	1967	S.C. Schwartz	5
+	Multivariate k-nearest neighbor density estimates	1979	Y. P. Mack M. Rosenblatt	5
+	Handbook of Mathematical Functions	1966	Donald A. McQuarrie	5
+ PDF	Automatic smoothing parameter selection: A survey	1988	J. S. Marron	5