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 2022-06-01 to 2026-06-01.)
ArticleCitations
Estimation and inference for minimizer and minimum of convex functions: Optimality, adaptivity and uncertainty principles158
Debiased regression adjustment in completely randomized experiments with moderately high-dimensional covariates59
High-dimensional statistical inference for linkage disequilibrium score regression and its cross-ancestry extensions56
On high-dimensional Poisson models with measurement error: Hypothesis testing for nonlinear nonconvex optimization47
Inference in Ising models on dense regular graphs44
Deep horseshoe Gaussian processes40
Efficiency in local differential privacy36
Near-optimal inference in adaptive linear regression35
Universal rank inference via residual subsampling with application to large networks34
Optimal convex M-estimation via score matching29
A sieve stochastic gradient descent estimator for online nonparametric regression in Sobolev ellipsoids28
Scalable estimation and inference for censored quantile regression process28
Half-trek criterion for identifiability of latent variable models27
A geometrical analysis of kernel ridge regression and its applications27
Fundamental limits of community detection from multi-view data: Multi-layer, dynamic and partially labeled block models26
Deep learning for the partially linear Cox model26
Learning sparse graphons and the generalized Kesten–Stigum threshold25
A general characterization of optimal tie-breaker designs24
Inference for low-rank models23
Rank tests for PCA under weak identifiability22
Trace test for high-dimensional cointegration22
Consistent inference for diffusions from low frequency measurements22
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