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 2022-01-01 to 2026-01-01.)
ArticleCitations
Estimation and inference for minimizer and minimum of convex functions: Optimality, adaptivity and uncertainty principles171
Inference in Ising models on dense regular graphs111
Debiased regression adjustment in completely randomized experiments with moderately high-dimensional covariates50
Deep horseshoe Gaussian processes45
Parametric copula adjusted for non- and semiparametric regression39
Half-trek criterion for identifiability of latent variable models38
Universal rank inference via residual subsampling with application to large networks35
High-dimensional statistical inference for linkage disequilibrium score regression and its cross-ancestry extensions35
Efficiency in local differential privacy33
A sieve stochastic gradient descent estimator for online nonparametric regression in Sobolev ellipsoids32
Scalable estimation and inference for censored quantile regression process31
Near-optimal inference in adaptive linear regression31
On high-dimensional Poisson models with measurement error: Hypothesis testing for nonlinear nonconvex optimization27
Deep learning for the partially linear Cox model26
Spectral gap bounds for reversible hybrid Gibbs chains25
A geometrical analysis of kernel ridge regression and its applications25
A general characterization of optimal tie-breaker designs24
Learning sparse graphons and the generalized Kesten–Stigum threshold24
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
Consistent inference for diffusions from low frequency measurements23
Inference for low-rank tensors—no need to debias22
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