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 2021-06-01 to 2025-06-01.)
ArticleCitations
On high-dimensional Poisson models with measurement error: Hypothesis testing for nonlinear nonconvex optimization136
Estimation and inference for minimizer and minimum of convex functions: Optimality, adaptivity and uncertainty principles84
A sieve stochastic gradient descent estimator for online nonparametric regression in Sobolev ellipsoids72
Inference in Ising models on dense regular graphs70
Efficiency in local differential privacy68
Robust k-means clustering for distributions with two moments68
Measuring dependence in the Wasserstein distance for Bayesian nonparametric models64
Half-trek criterion for identifiability of latent variable models52
Online inference with multi-modal likelihood functions42
Universal rank inference via residual subsampling with application to large networks41
Foundations of structural causal models with cycles and latent variables35
Scalable estimation and inference for censored quantile regression process33
Parametric copula adjusted for non- and semiparametric regression33
Deep learning for the partially linear Cox model32
Learning sparse graphons and the generalized Kesten–Stigum threshold31
A general characterization of optimal tie-breaker designs31
Adaptive and robust multi-task learning29
Asymptotic distributions of high-dimensional distance correlation inference28
Consistent inference for diffusions from low frequency measurements27
Inference for low-rank tensors—no need to debias26
Inference for low-rank models26
Asymptotic analysis of synchrosqueezing transform—toward statistical inference with nonlinear-type time-frequency analysis26
Community detection with dependent connectivity26
Admissible ways of merging p-values under arbitrary dependence25
Rate-optimal estimation of mixed semimartingales24
Uniform convergence of local Fréchet regression with applications to locating extrema and time warping for metric space valued trajectories24
0.16434288024902