Annals of Statistics

Papers
(The H4-Index of Annals of Statistics is 22. 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 2021-11-01 to 2025-11-01.)
ArticleCitations
A sieve stochastic gradient descent estimator for online nonparametric regression in Sobolev ellipsoids160
Estimation and inference for minimizer and minimum of convex functions: Optimality, adaptivity and uncertainty principles103
Inference in Ising models on dense regular graphs78
Efficiency in local differential privacy43
On high-dimensional Poisson models with measurement error: Hypothesis testing for nonlinear nonconvex optimization40
Debiased regression adjustment in completely randomized experiments with moderately high-dimensional covariates37
Scalable estimation and inference for censored quantile regression process37
Universal rank inference via residual subsampling with application to large networks35
Online inference with multi-modal likelihood functions35
Parametric copula adjusted for non- and semiparametric regression32
Half-trek criterion for identifiability of latent variable models31
Spectral gap bounds for reversible hybrid Gibbs chains30
A general characterization of optimal tie-breaker designs30
Deep learning for the partially linear Cox model30
Learning sparse graphons and the generalized Kesten–Stigum threshold30
Admissible ways of merging p-values under arbitrary dependence29
Inference for low-rank tensors—no need to debias27
Consistent inference for diffusions from low frequency measurements25
Adaptive and robust multi-task learning24
Uniform convergence of local Fréchet regression with applications to locating extrema and time warping for metric space valued trajectories23
Asymptotic analysis of synchrosqueezing transform—toward statistical inference with nonlinear-type time-frequency analysis23
Inference for low-rank models23
Environment invariant linear least squares22
Supervised homogeneity fusion: A combinatorial approach22
Fixed and random covariance regression analyses22
Sharp optimality for high-dimensional covariance testing under sparse signals22
Rate-optimal estimation of mixed semimartingales22
0.10556602478027