Journal of Nonparametric Statistics

Article	Citations
Uniform consistency and uniform in bandwidth consistency for nonparametric regression estimates and conditional U-statistics involving functional data	29
Nonparametric estimation of expectile regression in functional dependent data	23
Uniform convergence rate of the kernel regression estimator adaptive to intrinsic dimension in presence of censored data	20
On the uniform-in-bandwidth consistency of the general conditionalU-statistics based on the copula representation	16
Uniform almost sure convergence and asymptotic distribution of the wavelet-based estimators of partial derivatives of multivariate density function under weak dependence	9
Testing symmetry based on the extropy of record values	6
Kernel density estimation for circular data: a Fourier series-based plug-in approach for bandwidth selection	6
Efficient pseudo-Gaussian and rank-based detection of random regression coefficients	6
Oracle inequalities and upper bounds for kernel density estimators on manifolds and more general metric spaces	5
Composite empirical likelihood for multisample clustered data	5
Kernel smoothed probability mass functions for ordered datatypes	5
Bootstrapping covariance operators of functional time series	5
Flexible weighted dirichlet process mixture modelling and evaluation to address the problem of forecasting return distribution	4
Nonparametric estimation and inference for spatiotemporal epidemic models	4
Recursive asymmetric kernel density estimation for nonnegative data	4
Single functional index quantile regression under general dependence structure	4
Spatial autoregressive partially linear varying coefficient models	4
Higher-order bias corrections for kernel type density estimators on the unit or semi-infinite interval	4
Nonparametric tests for detection of high dimensional outliers	3
On sufficient dimension reduction via principal asymmetric least squares	3
Generalized ordinal patterns in discrete-valued time series: nonparametric testing for serial dependence	3
Semi-parametric estimation of incubation and generation times by means of Laguerre polynomials	3
Modified martingale difference correlations	2
A median test for functional data	2
Model-based bootstrap for detection of regional quantile treatment effects	2

Nonparametric homogeneity pursuit in functional-coefficient models	2
Nonparametric estimation of the conditional survival function with double smoothing	2
Robust location estimators in regression models with covariates and responses missing at random	2
Some multivariate goodness of fit tests based on data depth	2
Semiparametric efficient inferences for generalised partially linear models	2
Nonparametric estimation of risk ratios for bivariate data	2
A semiparametric Bayesian approach to epidemics, with application to the spread of the coronavirus MERS in South Korea in 2015	2
Statistical estimation for heteroscedastic semiparametric regression model with random errors	2
Truncation data analysis for the under-reporting probability in COVID-19 pandemic	2
Robust estimation of sparse precision matrix using adaptive weighted graphical lasso approach	2
A novel framework for joint sparse clustering and alignment of functional data	2
Statistical inference for ARMA time series with moving average trend	2
Local polynomial regression for pooled response data	2
Nonparametric estimation of functional dynamic factor model	2
Data-driven local polynomial for the trend and its derivatives in economic time series	2
Goodness-of-fit test for count distributions with finite second moment	2
Consistency of a nonparametric least squares estimator in integer-valued GARCH models	2
Constrained quantile regression and heteroskedasticity	2
Functional linear model with partially observed covariate and missing values in the response	2
Penalised empirical likelihood for semiparametric varying-coefficient partially linear errors-in-variables models	2
Variance function estimation in regression model via aggregation procedures	1
The stochastic convergence of Bernstein polynomial estimators in a triangular array	1
The test of exponentiality based on the mean residual life function revisited	1
Another look at halfspace depth: flag halfspaces with applications	1
Nonparametric estimation of highest density regions for COVID-19	1
Efficient estimation in heteroscedastic single-index models	1
Extended Glivenko–Cantelli theorem and L1 strong consistency of innovation density estimator for time-varying semiparametric ARCH model	1
Functional data analysis with rough sample paths?	1
Asymptotic tail approximations for some nonparametric test statistics	1
Goodness-of-fit test for hazard rate	1
Robust estimation for partial linear single-index models	1
Estimation of shape constrained additive models with missing response at random	1
IPCW approach for testing independence	1
Nonparametric estimation of volatility function in the jump-diffusion model with noisy data	1
On a projection estimator of the regression function derivative	1
Two-step combined nonparametric likelihood estimation of misspecified semiparametric models	1
On the asymptotic properties of some kernel estimators for continuous-time semi-Markov processes	1
The law of the iterated logarithm and maximal smoothing principle for the kernel distribution function estimator	1
Estimation of linear transformation cure models with informatively interval-censored failure time data	1
The scalar-on-function modal regression for functional time series data	1
A maximum entropy copula model for mixed data: representation, estimation and applications	1
Nonparametric regression with nonignorable missing covariates and outcomes using bounded inverse weighting	1
Testing for additivity in nonparametric heteroscedastic regression models	1
A U-statistic-based test of treatment effect heterogeneity	1
Wasserstein filter for variable screening in binary classification in the reproducing kernel Hilbert space	1
Asymptotic properties of the normalised discrete associated-kernel estimator for probability mass function	1
New empirical likelihood inference for the mean residual life with length-biased and right-censored data	1
Asymptotic behaviour of the portmanteau tests in an integer-valued AR model	1
Nonparametric estimation of linear multiplier in SDEs driven by general Gaussian processes	1
Maximum multinomial likelihood estimation in compound mixture model with application to malaria study	1

Local bandwidth selection for kernel density estimation in a bifurcating Markov chain model	1
Regularised rank quasi-likelihood estimation for generalised additive models	1
A nonparametric procedure for linear and nonlinear variable screening	1
Intermediate efficiency of some weighted goodness-of-fit statistics	1
Graphical representations and associated goodness-of-fit tests for Pareto and log-normal distributions based on inequality curves	1
Regression analysis of multivariate interval-censored failure time data with a cured subgroup and informative censoring	1
A process of dependent quantile pyramids	0
Introduction to the special issue on Data Science for COVID-19	0
Generalised local polynomial estimators of smooth functionals of a distribution function with nonnegative support	0
A varying coefficient model with matrix valued covariates	0
The generalised MLE with truncated interval-censored data	0
Partially linear functional quantile regression in a reproducing kernel Hilbert space	0
The uniform CLT for the empirical estimator of countable state space semi-Markov kernels indexed by functions with applications	0
Model-based statistical depth with applications to functional data	0
Joint parametric specification checking of conditional mean and volatility in time series models with martingale difference innovations	0
Subgroup detection in the heterogeneous partially linear additive Cox model	0
Nonparametric estimation of periodic signal disturbed by α-stable noises	0
A double exponential gamma-frailty model for clustered survival data	0
Nonparametric quantile regression with missing data using local estimating equations	0
Nonparametric estimation of isotropic covariance function	0
The hazard level set	0
Oracle-efficient estimation for the mean function of missing covariate data based on noparametrically estimated selection probabilities	0
Estimating POT second-order parameter for bias correction	0
Score estimation of monotone partially linear index model	0
Local asymptotic inference for nonparametric regression with censored survival data	0
Recursive kernel estimator in a semiparametric regression model	0
Generalised regression estimators for average treatment effect with multicollinearity in high-dimensional covariates	0
PROFIT: projection-based test in longitudinal functional data	0
Home-range estimation under a restricted sample scheme	0
Empirical likelihood based confidence regions for functional of copulas	0
Approximate tolerance intervals for nonparametric regression models	0
A bootstrap functional central limit theorem for time-varying linear processes	0
Scaling by subsampling for big data, with applications to statistical learning	0
Wavelet estimation for the nonparametric additive model in random design and long-memory dependent errors	0
Penalised estimation of partially linear additive zero-inflated Bernoulli regression models	0
Nonparametric instrument model averaging	0
An adaptive test based on Kendall's tau for independence in high dimensions	0
New estimation for heteroscedastic single-index measurement error models	0
Transformation tests and their asymptotic power in two-sample comparisons	0
Kernel regression for cause-specific hazard models with nonparametric covariate functions	0
A model-free conditional screening approach via sufficient dimension reduction	0
Test of dominance relations based on kernel smoothing method	0
Boundary-adaptive kernel density estimation: the case of (near) uniform density	0
Uniform convergence rates and automatic variable selection in nonparametric regression with functional and categorical covariates	0
Multivariate density estimation from privatised data: universal consistency and minimax rates	0
Nonparametric relative error estimation of the regression function for left truncated and right censored time series data	0
Approximate Bayesian computation with semiparametric density ratio model	0
Bias reduction by transformed flat-top Fourier series estimator of density on compact support	0
Binary disease prediction using tail quantiles of the distribution of continuous biomarkers	0
Threshold selection for extremal index estimation	0
A combined strategy for multivariate density estimation	0
Minimax estimation in multi-task regression under low-rank structures	0
Two-stage local rank estimation for generalised partially linear varying-coefficient models	0
Stationarity test based on density approach	0
Jackknife empirical likelihood for the lower-mean ratio	0
Estimation and inference in functional varying-coefficient single-index quantile regression models	0
An optimal sequential design in ethical allocation with an adaptive interim analysis	0
Good-bootstrap: simultaneous confidence intervals for large alphabet distributions	0
Testing bivariate symmetry	0
A high-dimensional test for the k-sample Behrens–Fisher problem	0
Decomposition and reproducing property of local polynomial equivalent kernels in varying coefficient models	0
Maximum approximate Bernstein likelihood estimation in a two-sample semiparametric model	0
A law of the iterated logarithm for error density estimator in censored linear regression	0
Empirical likelihood for the analysis of experimental designs	0
Nonparametric needlet estimation for partial derivatives of a probability density function on the d -torus	0
A revisit to Bai–Saranadasa's two-sample test	0
Estimating restricted mean treatment effects with additive-multiplicative hazards models	0
Asymptotic normality of kernel density estimation for mixing high-frequency data	0
Efficient nonparametric estimation of generalised autocovariances	0
On the consistency of a random forest algorithm in the presence of missing entries	0
Model-free prediction of time series: a nonparametric approach	0
Symmetric smoothed bootstrap methods for ranked set samples	0
Nonparametric Bayes multiresolution testing for high-dimensional rare events	0
Weighted empirical likelihood inferences for a class of varying coefficient ARCH-M models	0
A modified Nadaraya–Watson procedure for variable selection and nonparametric prediction with missing data	0
Asymptotic and finite sample properties of Hill-type estimators in the presence of errors in observations	0
Robust sufficient dimension reduction via α -distance covariance	0
Density derivative estimation using asymmetric kernels	0
Reweighted and circularised Anderson-Darling tests of goodness-of-fit	0
Model fitting using partially ranked data	0

Fighting selection bias in statistical learning: application to visual recognition from biased image databases	0
Detecting the complexity of a functional time series	0
Varying coefficient single-index regression model with missing responses under rank-based modelling	0
Permutation-based inference for function-on-scalar regression with an application in PET brain imaging	0
Model checks for two-sample location-scale	0
Robust covariance estimation with noisy high-frequency financial data	0
A nonparametric discontinuity test of density using a beta kernel	0
On estimation of covariance function for functional data with detection limits	0
Weighted rank estimation of nonparametric transformation models with case-1 and case-2 interval-censored failure time data	0
Improvement on LASSO-type estimator in nonparametric regression	0
Nonparametric regression with responses missing at random and the scale depending on auxiliary covariates	0
Testing for the expected number of exceedances in strongly dependent seasonal time series	0
Cramér-von-Mises tests for the distribution of the excess over a confidence level	0
Combining dependent tests based on data depth with applications to the two-sample problem for data of arbitrary types	0
Improved estimation of hazard function when failure information is missing not at random	0
Inference on semi-parametric transformation model with a pairwise likelihood based on left-truncated and interval-censored data	0
Spectral-norm risk rates for multi-taper estimation of Gaussian processes	0
Consistency of the simple mode of a density for spatial processes	0
Integrated log-rank test	0
Choosing shape parameters for regression in reproducing kernel Hilbert space and variable selection	0
Asymptotic properties of neural network sieve estimators	0
Robust oracle estimation and uncertainty quantification for possibly sparse quantiles	0
Estimation and inference for partial linear regression surfaces using monotone warped-plane splines	0
A scalable quasi-Newton estimation algorithm for dynamic generalised linear models	0
Complete f -moment convergence for m -asymptotic negatively associated random variables and related statistical applications	0
A multiply robust Mann-Whitney test for non-randomised pretest-posttest studies with missing data	0
Testing axial symmetry by means of integrated rank scores	0
Nonparametric inference about increasing odds rate distributions	0
Nonparametric inference for interval data using kernel methods	0
Hilbertian additive regression with parametric help	0
Persistent homology based goodness-of-fit tests for spatial tessellations	0
Regression analysis of mixed panel count data with dependent observation processes	0
Editorial	0