OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Nonparametric Statistics is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)

Article	Citations
New estimation for heteroscedastic single-index measurement error models	34
A semiparametric Bayesian approach to epidemics, with application to the spread of the coronavirus MERS in South Korea in 2015	11
Correction	9
Nonparametric Bayes multiresolution testing for high-dimensional rare events	9
Nonparametric estimation and inference for spatiotemporal epidemic models	8
Penalised estimation of partially linear additive zero-inflated Bernoulli regression models	8
The generalised MLE with truncated interval-censored data	7
Asymptotic and finite sample properties of Hill-type estimators in the presence of errors in observations	7
Test of dominance relations based on kernel smoothing method	6
Nonparametric estimation of risk ratios for bivariate data	6
Model fitting using partially ranked data	6
Measure of shape for object data	6
Regression analysis of multiplicative hazards model with time-dependent coefficient for sparse longitudinal covariates	6
Home-range estimation under a restricted sample scheme	6
Some multivariate goodness of fit tests based on data depth	5
On the consistency of a random forest algorithm in the presence of missing entries	5
Testing for the geometric distribution in multi-sample settings	5
Sequential and simultaneous distance-based dimension reduction	5
Regression analysis of multivariate interval-censored failure time data with a cured subgroup and informative censoring	5
Sparse kernel sufficient dimension reduction	4
Boundary-adaptive kernel density estimation: the case of (near) uniform density	4
A Spearman dependence matrix for multivariate functional data	4
Partial linear quantile regression model with incompletely observed functional covariates	4
A simple nonparametric least-squares-based causal inference for heterogeneous treatment effects	4
Multivariate density estimation from privatised data: universal consistency and minimax rates	4

Functional linear model with partially observed covariate and missing values in the response	4
PROFIT: projection-based test in longitudinal functional data	4
Nonparametric estimation of expectile regression in functional dependent data	3
Nonparametric screening for additive quantile regression in ultra-high dimension	3
A double exponential gamma-frailty model for clustered survival data	3
A maximum entropy copula model for mixed data: representation, estimation and applications	3
Truncation data analysis for the under-reporting probability in COVID-19 pandemic	3
Oracle inequalities and upper bounds for kernel density estimators on manifolds and more general metric spaces	3
The scalar-on-function modal regression for functional time series data	3
Robust estimation for varying coefficient partially linear model based on MAVE	3
Statistical inference for innovation distribution in ARMA and multi-step-ahead prediction via empirical process	3
Nonparametric estimation of periodic signal disturbed by α-stable noises	3
On the asymptotic properties of some kernel estimators for continuous-time semi-Markov processes	3
Enhanced doubly robust estimation with concave link functions for estimands in clinical trials	2
Tests for equality of several mean vector functions for multivariate functional data with applications	2
Nonparametric quantile regression with missing data using local estimating equations	2
Transformation tests and their asymptotic power in two-sample comparisons	2
The hazard level set	2
Hilbertian additive regression with parametric help	2
Decomposition and reproducing property of local polynomial equivalent kernels in varying coefficient models	2
A U-statistic-based test of treatment effect heterogeneity	2
Persistent homology based goodness-of-fit tests for spatial tessellations	2
Efficient nonparametric estimation of generalised autocovariances	2
Trajectory clustering with adjustment for time-varying covariate effects	2
Nonparametric density estimation for scattered spatial data on irregular domains: a likelihood-based approach using bivariate penalised spline smoothing	2
A modified Nadaraya–Watson procedure for variable selection and nonparametric prediction with missing data	2
Nonparametric estimation of linear multiplier in SDEs driven by general Gaussian processes	2
Nonparametric estimation of highest density regions for COVID-19	2
An adaptive test of the independence of high-dimensional data based on Kendall rank correlation coefficient	2
An adaptive test based on Kendall's tau for independence in high dimensions	2
A robust estimation based on penalised regularisation for the varying-coefficient additive model	2
Reweighted and circularised Anderson-Darling tests of goodness-of-fit	2
Model-based statistical depth with applications to functional data	2
Testing axial symmetry by means of integrated rank scores	2
Density derivative estimation using asymmetric kernels	2
Estimation of the distribution and density functions using Bernstein polynomials under weak dependence	2
Nonparametric tests for detection of high dimensional outliers	2
Improvement on LASSO-type estimator in nonparametric regression	2
Oracle-efficient estimation for the mean function of missing covariate data based on noparametrically estimated selection probabilities	2