VOL. 27 · NO. 4 | November 2021
 
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Frontmatter
Bernoulli 27 (4), (November 2021)
No abstract available
Articles
Aritra Guha, Nhat Ho, XuanLong Nguyen
Bernoulli 27 (4), 2159-2188, (November 2021) DOI: 10.3150/20-BEJ1275
KEYWORDS: Mixture models, Wasserstein distance, Bayesian nonparametrics, Bayesian inference, misspecified models, post-processing algorithm
Slađana Babić, Laetitia Gelbgras, Marc Hallin, Christophe Ley
Bernoulli 27 (4), 2189-2216, (November 2021) DOI: 10.3150/20-BEJ1305
KEYWORDS: Elliptical symmetry, local asymptotic normality, maximin tests, Multivariate skewness, semiparametric inference, skew-elliptical densities
Thimo M. Kasper, Sebastian Fuchs, Wolfgang Trutschnig
Bernoulli 27 (4), 2217-2240, (November 2021) DOI: 10.3150/20-BEJ1306
KEYWORDS: Archimedean copula, extreme value copula, checkerboard copula, weak convergence, estimation, dependence measure
Stephen Page, Steffen Grünewälder
Bernoulli 27 (4), 2241-2266, (November 2021) DOI: 10.3150/20-BEJ1307
KEYWORDS: adaptive estimation, Goldenshluger–Lepski method, RKHS regression
Ilja Klebanov, Björn Sprungk, T.J. Sullivan
Bernoulli 27 (4), 2267-2299, (November 2021) DOI: 10.3150/20-BEJ1308
KEYWORDS: Bayes linear analysis, conditional mean embedding, ‎reproducing kernel Hilbert ‎space, linear conditional expectation
Hongxiang Qiu, Alex Luedtke, Marco Carone
Bernoulli 27 (4), 2300-2336, (November 2021) DOI: 10.3150/20-BEJ1309
KEYWORDS: nonparametric inference, Asymptotic efficiency, sieve estimation
Dandan Jiang, Zhidong Bai
Bernoulli 27 (4), 2337-2352, (November 2021) DOI: 10.3150/20-BEJ1310
KEYWORDS: high-dimensional covariance matrix, Random matrix theory, spiked model, partial generalized four moment theorem, central limit theorem
Gábor Pete, Ádám Timár
Bernoulli 27 (4), 2353-2361, (November 2021) DOI: 10.3150/20-BEJ1311
KEYWORDS: anchored expansion, invariant percolation
Nathalie Krell, Émeline Schmisser
Bernoulli 27 (4), 2362-2388, (November 2021) DOI: 10.3150/20-BEJ1312
KEYWORDS: Piecewise deterministic Markov processes, Model selection, nonparametric estimation
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri
Bernoulli 27 (4), 2389-2412, (November 2021) DOI: 10.3150/20-BEJ1313
KEYWORDS: Multi-class classification, set-valued classification, Minimax optimality, semi-supervised classification
Jorge González Cázares, Jevgenijs Ivanovs
Bernoulli 27 (4), 2413-2436, (November 2021) DOI: 10.3150/20-BEJ1314
KEYWORDS: Brownian bridge, coupling, exchangeability, high-frequency statistics, reordering of increments
Rina Foygel Barber, Richard J. Samworth
Bernoulli 27 (4), 2437-2472, (November 2021) DOI: 10.3150/20-BEJ1316
KEYWORDS: Hellinger distance, Hölder continuity, Log-concavity, maximum likelihood estimation, Wasserstein distance
Ghurumuruhan Ganesan
Bernoulli 27 (4), 2473-2493, (November 2021) DOI: 10.3150/20-BEJ1318
KEYWORDS: minimum spanning tree, Random geometric graphs, location dependent edge weights
Theerawat Bhudisaksang, Álvaro Cartea
Bernoulli 27 (4), 2494-2518, (November 2021) DOI: 10.3150/20-BEJ1319
KEYWORDS: SGDCT, online estimation, jump-diffusion, extended Itô lemma, non-local Poisson equation, Lévy process
Rohit Chaudhuri, Vishesh Jain, Natesh S. Pillai
Bernoulli 27 (4), 2519-2531, (November 2021) DOI: 10.3150/20-BEJ1320
KEYWORDS: Universality, least singular value, Product random matrices
Ning Ning, Edward L. Ionides, Ya’acov Ritov
Bernoulli 27 (4), 2532-2555, (November 2021) DOI: 10.3150/20-BEJ1321
KEYWORDS: Monte Carlo, local asymptotic normality, big data, scalability
Dewei Wang, Chuan-Fa Tang
Bernoulli 27 (4), 2556-2563, (November 2021) DOI: 10.3150/21-BEJ1322
KEYWORDS: bootstrap, copula, hazard rate ordering, least favorable configuration, order-restricted inference, ordinal dominance curve
Michael Kohler, Adam Krzyżak
Bernoulli 27 (4), 2564-2597, (November 2021) DOI: 10.3150/21-BEJ1323
KEYWORDS: neural networks, Nonparametric regression, over-parametrization, rate of convergence
Bence Borda
Bernoulli 27 (4), 2598-2623, (November 2021) DOI: 10.3150/21-BEJ1324
KEYWORDS: ergodic theorem, Empirical distribution, central limit theorem, Law of the iterated logarithm, Berry–Esseen inequality, simultaneous Diophantine approximation
Aleš Černý, Johannes Ruf
Bernoulli 27 (4), 2624-2648, (November 2021) DOI: 10.3150/21-BEJ1325
KEYWORDS: jump measure, Lévy process, predictable compensator, semimartingale topology, stochastic calculus
Céline Duval, Ester Mariucci
Bernoulli 27 (4), 2649-2674, (November 2021) DOI: 10.3150/21-BEJ1326
KEYWORDS: Lévy density estimation, Infinite variation, Lévy processes, nonparametric estimation
Christophe Denis, Charlotte Dion-Blanc, Miguel Martinez
Bernoulli 27 (4), 2675-2713, (November 2021) DOI: 10.3150/21-BEJ1327
KEYWORDS: Stochastic differential equation, nonparametric estimation, ridge estimator
Randolf Altmeyer
Bernoulli 27 (4), 2714-2739, (November 2021) DOI: 10.3150/21-BEJ1328
KEYWORDS: occupation time, Local time, stochastic process, Integral functional, Heat kernel bounds, fractional Brownian motion, lower bound
Jinwoong Kwak, Ji Oon Lee, Jaewhi Park
Bernoulli 27 (4), 2740-2765, (November 2021) DOI: 10.3150/21-BEJ1329
KEYWORDS: Sample covariance matrix, deformed Marchenko–Pastur distribution, Largest eigenvalue
Wei Xu
Bernoulli 27 (4), 2766-2803, (November 2021) DOI: 10.3150/21-BEJ1330
KEYWORDS: Lévy processes, regular variation, conditional limit theorem, exponential functional, branching process, random environment, Survival probability
Xiao-Yang Li, Zhi-Sheng Ye, Cheng Yong Tang
Bernoulli 27 (4), 2804-2826, (November 2021) DOI: 10.3150/21-BEJ1331
KEYWORDS: Superposition of renewal processes, aggregate recurrence data, Nelson–Aalen estimator, minimum distance estimation
Backmatter
Bernoulli 27 (4), (November 2021)
No abstract available
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