Bernoulli

Papers
(The TQCC of Bernoulli is 3. 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 2021-04-01 to 2025-04-01.)
ArticleCitations
Directional phantom distribution functions for stationary random fields57
Local asymptotic normality for ergodic jump-diffusion processes via transition density approximation48
A unified construction for series representations and finite approximations of completely random measures40
A pseudo-marginal sequential Monte Carlo online smoothing algorithm19
Limit theorems for integral functionals of Hermite-driven processes18
On eigenvalues of a high-dimensional spatial-sign covariance matrix18
Tracy-Widom limit for the largest eigenvalue of high-dimensional covariance matrices in elliptical distributions16
On μ-Dvoretzky random covering of the circle16
Partial generalized four moment theorem revisited16
Asymptotics for sliding blocks estimators of rare events15
Rates and coverage for monotone densities using projection-posterior15
On the measure of anchored Gaussian simplices, with applications to multivariate medians15
Asymptotics and renewal approximation in the online selection of increasing subsequence14
Precise asymptotics of longest cycles in random permutations without macroscopic cycles13
Non-asymptotic properties of spectral decomposition of large Gram-type matrices and applications13
Adaptive schemes for piecewise deterministic Monte Carlo algorithms13
Exponential ergodicity for damping Hamiltonian dynamics with state-dependent and non-local collisions12
Degenerate competing three-particle systems12
Template matching with ranks12
A note on the phase transition for independent alignment percolation12
Recovering Brownian and jump parts from high-frequency observations of a Lévy process11
Concentration of measure bounds for matrix-variate data with missing values11
Multivariate self-exciting jump processes with applications to financial data11
Almost-sure asymptotics for Riemannian random waves11
Low-rank matrix recovery under heavy-tailed errors10
Degrees of freedom for off-the-grid sparse estimation10
Sequential change diagnosis revisited and the Adaptive Matrix CuSum10
Loop-erased random walk branch of uniform spanning tree in topological polygons10
Estimating the inter-occurrence time distribution from superposed renewal processes10
Cramér type moderate deviations for the Grenander estimator near the boundaries of the support9
A note on one-dimensional Poincaré inequalities by Stein-type integration9
Invariance principle for fragmentation processes derived from conditioned stable Galton–Watson trees9
A Riemann–Stein kernel method8
Necessary and sufficient conditions for the asymptotic normality of higher order Turing estimators8
Oracle lower bounds for stochastic gradient sampling algorithms8
Inference without compatibility: Using exponential weighting for inference on a parameter of a linear model8
Multivariate time series models for mixed data8
Optimal false discovery control of minimax estimators8
Gibbsianness and non-Gibbsianness for Bernoulli lattice fields under removal of isolated sites8
Variational formulas for asymptotic variance of general discrete-time Markov chains8
Bootstrap inference for a class of non-regular estimators8
The Hausdorff measure of the range and level sets of Gaussian random fields with sectorial local nondeterminism7
Compound Poisson disorder problem with uniformly distributed disorder time7
Drift reduction method for SDEs driven by heterogeneous singular Lévy noise6
Mixing properties of non-stationary INGARCH(1,1) processes6
Pure-jump semimartingales6
On a projection-based class of uniformity tests on the hypersphere6
Moments of exponential functionals of Lévy processes on a deterministic horizon – identities and explicit expressions6
Homogenization of nonlocal partial differential equations related to stochastic differential equations with Lévy noise6
Nonstationary fractionally integrated functional time series6
An optimal uniform concentration inequality for discrete entropies on finite alphabets in the high-dimensional setting6
Towards standard imsets for maximal ancestral graphs6
Asymptotics for densities of exponential functionals of subordinators6
SPDEs with non-Lipschitz coefficients and nonhomogeneous boundary conditions6
Equidistribution of random walks on compact groups II. The Wasserstein metric6
Functional limit theorems for random walks perturbed by positive alpha-stable jumps6
Optimal tests for elliptical symmetry: Specified and unspecified location6
Asymptotics of AIC, BIC and Cp model selection rules in high-dimensional regression6
On the law of the iterated logarithm and strong invariance principles in stochastic geometry6
Exact detection thresholds and minimax optimality of Chatterjee’s correlation coefficient5
Adaptive inference over Besov spaces in the white noise model using p-exponential priors5
The asymptotic distribution of the MLE in high-dimensional logistic models: Arbitrary covariance5
Measuring association with Wasserstein distances5
Stability of the Poincaré constant5
Sequential estimation of quantiles with applications to A/B testing and best-arm identification5
Adaptive Bayesian density estimation in sup-norm5
An efficient averaged stochastic Gauss-Newton algorithm for estimating parameters of nonlinear regressions models5
Learning with tree tensor networks: Complexity estimates and model selection5
Nonparametric Bayesian volatility estimation for gamma-driven stochastic differential equations5
Infinite-color randomly reinforced urns with dominant colors5
When scattering transform meets non-Gaussian random processes, a double scaling limit result5
Estimation of functional ARMA models5
Rearranged dependence measures5
Nonparametric estimation of locally stationary Hawkes processes5
Matrix means and a novel high-dimensional shrinkage phenomenon5
Phase transitions in non-linear urns with interacting types4
Simultaneous off-the-grid learning of mixtures issued from a continuous dictionary4
Bayes-optimal prediction with frequentist coverage control4
Stochastic zeroth-order discretizations of Langevin diffusions for Bayesian inference4
Density estimation under local differential privacy and Hellinger loss4
New approach to greedy vector quantization4
A Berry-Esseen bound with (almost) sharp dependence conditions4
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics4
Estimation of a pure-jump stable Cox-Ingersoll-Ross process4
Spectral-free estimation of Lévy densities in high-frequency regime4
Yule’s “nonsense correlation”: Moments and density4
Asymptotic confidence regions for density ridges4
Stability and sample complexity of divergence regularized optimal transport4
Rank-based change-point analysis for long-range dependent time series4
Dynamic principal component analysis from a global perspective4
On fluctuations of global and mesoscopic linear statistics of generalized Wigner matrices4
Transportation cost inequalities for stochastic reaction diffusion equations on the whole real line4
Some new concentration inequalities for the Itô stochastic integral4
Central limit theorems for semi-discrete Wasserstein distances4
Optimal stopping of the stable process with state-dependent killing4
Quadratic variation and quadratic roughness4
Independence preserving property of Kummer laws4
Precise large deviations for dependent subexponential variables4
Sharp detection boundaries on testing dense subhypergraph3
Comparison principle for stochastic heat equations driven by α-stable white noises3
Central limit theorem and self-normalized Cramér-type moderate deviation for Euler-Maruyama scheme3
Empirical process theory for locally stationary processes3
Limit theorems for random Motzkin paths near boundary3
Berry–Esseen bounds for multivariate nonlinear statistics with applications to M-estimators and stochastic gradient descent algorithms3
Element-wise estimation error of generalized Fused Lasso3
Central limit theorems for high dimensional dependent data3
Detecting a planted community in an inhomogeneous random graph3
Minimum information dependence modeling3
A unifying approach to distributional limits for empirical optimal transport3
Sparse signal detection in heteroscedastic Gaussian sequence models: Sharp minimax rates3
Limit theorems for Fréchet mean sets3
Mean stationarity test in time series: A signal variance-based approach3
Pivotal tests for relevant differences in the second order dynamics of functional time series3
On the Bahadur representation of sample quantiles for score functionals3
Convergence rates of two-component MCMC samplers3
Compound Poisson approximation for regularly varying fields with application to sequence alignment3
Conditional regression for single-index models3
Defective Galton-Watson processes in a varying environment3
Yaglom’s limit for critical Galton–Watson processes in varying environment: A probabilistic approach3
A recursive distributional equation for the stable tree3
Adaptation bounds for confidence bands under self-similarity3
Percolation threshold for metric graph loop soup3
Random normal matrices in the almost-circular regime3
Central limit theorem and near classical Berry-Esseen rate for self normalized sums in high dimensions3
Detecting long-range dependence for time-varying linear models3
On Lasso and Slope drift estimators for Lévy-driven Ornstein–Uhlenbeck processes3
An adaptive multiple-try Metropolis algorithm3
Deep stable neural networks: Large-width asymptotics and convergence rates3
Equivalence of measures and asymptotically optimal linear prediction for Gaussian random fields with fractional-order covariance operators3
Graphical modeling of stochastic processes driven by correlated noise3
Cramér-type moderate deviation of normal approximation for unbounded exchangeable pairs3
Model-free bootstrap for a general class of stationary time series3
Information geometry approach to parameter estimation in hidden Markov model3
Gibbs posterior concentration rates under sub-exponential type losses3
Finite sample properties of parametric MMD estimation: Robustness to misspecification and dependence3
Limit theorems for time-dependent averages of nonlinear stochastic heat equations3
On consistency and sparsity for high-dimensional functional time series with application to autoregressions3
The coupling method in extreme value theory3
On the joint distribution of the area and the number of peaks for Bernoulli excursions3
Supermartingale shadow couplings: The decreasing case3
A flexible approach for normal approximation of geometric and topological statistics3
Tracy-Widom law for the extreme eigenvalues of large signal-plus-noise matrices3
Bounds for the chi-square approximation of Friedman’s statistic by Stein’s method3
Minimax estimation of norms of a probability density: II. Rate-optimal estimation procedures3
Smoothed circulas: Nonparametric estimation of circular cumulative distribution functions and circulas3
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