Annals of Statistics

Papers
(The H4-Index of Annals of Statistics is 21. 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 2022-05-01 to 2026-05-01.)
ArticleCitations
Estimation and inference for minimizer and minimum of convex functions: Optimality, adaptivity and uncertainty principles149
Debiased regression adjustment in completely randomized experiments with moderately high-dimensional covariates55
High-dimensional statistical inference for linkage disequilibrium score regression and its cross-ancestry extensions54
On high-dimensional Poisson models with measurement error: Hypothesis testing for nonlinear nonconvex optimization44
Half-trek criterion for identifiability of latent variable models41
Inference in Ising models on dense regular graphs38
Deep horseshoe Gaussian processes35
Efficiency in local differential privacy33
Near-optimal inference in adaptive linear regression33
Universal rank inference via residual subsampling with application to large networks29
Optimal convex M-estimation via score matching28
Scalable estimation and inference for censored quantile regression process28
A sieve stochastic gradient descent estimator for online nonparametric regression in Sobolev ellipsoids27
A geometrical analysis of kernel ridge regression and its applications25
Deep learning for the partially linear Cox model25
Fundamental limits of community detection from multi-view data: Multi-layer, dynamic and partially labeled block models24
Learning sparse graphons and the generalized Kesten–Stigum threshold23
Inference for low-rank models22
Rank tests for PCA under weak identifiability22
A general characterization of optimal tie-breaker designs22
Trace test for high-dimensional cointegration22
Asymptotic analysis of synchrosqueezing transform—toward statistical inference with nonlinear-type time-frequency analysis21
0.22830104827881