Annals of Statistics

Papers
(The H4-Index of Annals of Statistics is 24. 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 2021-08-01 to 2025-08-01.)
ArticleCitations
Estimation and inference for minimizer and minimum of convex functions: Optimality, adaptivity and uncertainty principles142
A sieve stochastic gradient descent estimator for online nonparametric regression in Sobolev ellipsoids84
Inference in Ising models on dense regular graphs74
Efficiency in local differential privacy72
Robust k-means clustering for distributions with two moments67
Scalable estimation and inference for censored quantile regression process53
Universal rank inference via residual subsampling with application to large networks42
Deep learning for the partially linear Cox model36
Foundations of structural causal models with cycles and latent variables36
Half-trek criterion for identifiability of latent variable models34
Parametric copula adjusted for non- and semiparametric regression33
Measuring dependence in the Wasserstein distance for Bayesian nonparametric models33
Online inference with multi-modal likelihood functions32
Learning sparse graphons and the generalized Kesten–Stigum threshold30
On high-dimensional Poisson models with measurement error: Hypothesis testing for nonlinear nonconvex optimization30
A general characterization of optimal tie-breaker designs29
Inference for low-rank tensors—no need to debias28
Uniform convergence of local Fréchet regression with applications to locating extrema and time warping for metric space valued trajectories28
Consistent inference for diffusions from low frequency measurements27
Community detection with dependent connectivity27
Asymptotic distributions of high-dimensional distance correlation inference26
Adaptive and robust multi-task learning26
Admissible ways of merging p-values under arbitrary dependence26
Asymptotic analysis of synchrosqueezing transform—toward statistical inference with nonlinear-type time-frequency analysis25
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