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
Robust k-means clustering for distributions with two moments68
Efficiency in local differential privacy68
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
Parametric copula adjusted for non- and semiparametric regression33
Scalable estimation and inference for censored quantile regression process33
Deep learning for the partially linear Cox model32
A general characterization of optimal tie-breaker designs31
Learning sparse graphons and the generalized Kesten–Stigum threshold31
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 models26
Asymptotic analysis of synchrosqueezing transform—toward statistical inference with nonlinear-type time-frequency analysis26
Community detection with dependent connectivity26
Inference for low-rank tensors—no need to debias26
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
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