VOL. 11 · NO. 2 | 2017
Randal Douc, Konstantinos Fokianos, Eric Moulines
Electron. J. Statist. 11 (2), 2707-2740, (2017) DOI: 10.1214/17-EJS1299 Open Access
KEYWORDS: asymptotic normality, consistency, Count time series, duration models, GARCH models, Kullback-Leibler divergence, maximum likelihood, stationarity, 62M10, 60J05, 62M05
Ayanendranath Basu, Abhik Ghosh, Abhijit Mandal, Nirian Martín, Leandro Pardo
Electron. J. Statist. 11 (2), 2741-2772, (2017) DOI: 10.1214/17-EJS1295 Open Access
KEYWORDS: influence function, logistic regression, minimum density power divergence estimators, random explanatory variables, robustness, Wald-type test statistics, 62F35, 662F05
Majda Talamakrouni, Anouar El Ghouch, Ingrid Van Keilegom
Electron. J. Statist. 11 (2), 2773-2799, (2017) DOI: 10.1214/17-EJS1293 Open Access
KEYWORDS: Beran’s estimator, generalized linear model, local linear smoothing, parametric guide, quasi-likelihood method, right censoring, synthetic data
Rafael Izbicki, Ann B. Lee
Electron. J. Statist. 11 (2), 2800-2831, (2017) DOI: 10.1214/17-EJS1302 Open Access
KEYWORDS: nonparametric inference, Conditional density, High-dimensional data, prediction intervals, functional conditional density estimation, 62G07, 62G15, 62G08
Mark Hannay, Pierre-Yves Deléamont
Electron. J. Statist. 11 (2), 2832-2875, (2017) DOI: 10.1214/17-EJS1304 Open Access
KEYWORDS: Robust Lasso, high dimensions, error bounds, joint scale and location estimation, 62F35, 62J07
Tingyi Zhu, Dimitris N. Politis
Electron. J. Statist. 11 (2), 2876-2906, (2017) DOI: 10.1214/17-EJS1303 Open Access
KEYWORDS: functional time series, Nonparametric autoregression, $\alpha$-mixing, regression-type bootstrap, prediction region, 62G08, 62G09, 37M10, 60G25
Lei Yang, Yixin Fang, Junhui Wang, Yongzhao Shao
Electron. J. Statist. 11 (2), 2907-2930, (2017) DOI: 10.1214/17-EJS1300 Open Access
KEYWORDS: PLM, group lasso, gradient learning, Variable selection, High-dimensional data, ‎reproducing kernel Hilbert ‎space
Federico Bassetti, Ilenia Epifani, Lucia Ladelli
Electron. J. Statist. 11 (2), 2931-2977, (2017) DOI: 10.1214/17-EJS1306 Open Access
KEYWORDS: Asymptotic consistency, cell size growth in bacteria, Cox partial likelihood, division hazard rate, extended Cox model, positive Harris recurrent Markov chains, 60J05, 62N02, 62P10, 62F12, 62M05
Daira Velandia, François Bachoc, Moreno Bevilacqua, Xavier Gendre, Jean-Michel Loubes
Electron. J. Statist. 11 (2), 2978-3007, (2017) DOI: 10.1214/17-EJS1298 Open Access
KEYWORDS: Bivariate exponential model, equivalent Gaussian measures, infill asymptotics, microergodic parameters
Elmar Spiegel, Fabian Sobotka, Thomas Kneib
Electron. J. Statist. 11 (2), 3008-3038, (2017) DOI: 10.1214/17-EJS1307 Open Access
KEYWORDS: expectiles, semiparametric regression, Model selection, least asymmetrically weighted squares, boosting, non-negative garrote
Qing Zhou, Seunghyun Min
Electron. J. Statist. 11 (2), 3039-3080, (2017) DOI: 10.1214/17-EJS1309 Open Access
KEYWORDS: Estimator augmentation, Group inference, group lasso, importance sampling, Parametric bootstrap, sampling distribution, scaled block lasso, 62J07, 62F40, 65C05
Olivier Roustant, Franck Barthe, Bertrand Iooss
Electron. J. Statist. 11 (2), 3081-3119, (2017) DOI: 10.1214/17-EJS1310 Open Access
KEYWORDS: Poincaré inequality, spectral gap, truncated distribution, Kummer’s functions, Sobol-Hoeffding decomposition, Sobol indices, derivative-based global sensitivity measures, finite elements
Nanang Susyanto, Chris A. J. Klaassen
Electron. J. Statist. 11 (2), 3120-3140, (2017) DOI: 10.1214/17-EJS1308 Open Access
KEYWORDS: Semiparametric estimation, semiparametric submodels, Efficient estimator, restricted parameter, underlying parameter, Gaussian copula, 62F30, 62F12, 62F10
Charles-Alban Deledalle
Electron. J. Statist. 11 (2), 3141-3164, (2017) DOI: 10.1214/17-EJS1321 Open Access
KEYWORDS: Stein unbiased risk estimator, Model selection, Kullback-Leibler divergence, exponential family, 62G05, 62F10, 62J12
Keisuke Yano, Fumiyasu Komaki
Electron. J. Statist. 11 (2), 3165-3195, (2017) DOI: 10.1214/17-EJS1312 Open Access
KEYWORDS: Adaptivity, Kullback–Leibler divergence, nonparametric statistics, predictive distribution, Stein’s prior, 62C20, 62G20, 62C10
Stéphanie van der Pas, Botond Szabó, Aad van der Vaart
Electron. J. Statist. 11 (2), 3196-3225, (2017) DOI: 10.1214/17-EJS1316 Open Access
KEYWORDS: horseshoe, Sparsity, nearly black vectors, normal means problem, adaptive inference, frequentist Bayes, 62G15, 62F15
Yongli Zhang
Electron. J. Statist. 11 (2), 3226-3250, (2017) DOI: 10.1214/17-EJS1320 Open Access
KEYWORDS: Beta-min condition, Data perturbation, high dimensional data, Irrepresentable Condition, Lasso, weak signal, 62J07
Ning Hao, Hao Helen Zhang
Electron. J. Statist. 11 (2), 3251-3271, (2017) DOI: 10.1214/17-EJS1284 Open Access
KEYWORDS: False discovery rate, high dimensional data, inference, p-value, Variable selection
Shih-Kang Chao, Stanislav Volgushev, Guang Cheng
Electron. J. Statist. 11 (2), 3272-3331, (2017) DOI: 10.1214/17-EJS1313 Open Access
KEYWORDS: Bahadur representation, quantile regression process, semi/nonparametric model, series estimation, 62F12, 62G20, 62G08
Huda Mohammed Alomari, M. Pilar Frías, Nikolai N. Leonenko, María D. Ruiz-Medina, Lyudmyla Sakhno, Antoni Torres
Electron. J. Statist. 11 (2), 3332-3367, (2017) DOI: 10.1214/17-EJS1315 Open Access
KEYWORDS: Gaussian random field, Ibragimov minimum contrast, tapered data, consistency and asymptotic normality, 62F12, 62M30, 60G60
Stefano Peluso, Antonietta Mira, Pietro Muliere
Electron. J. Statist. 11 (2), 3368-3406, (2017) DOI: 10.1214/17-EJS1342 Open Access
KEYWORDS: 62C10, 62N01
Maria Iannario, Anna Clara Monti, Domenico Piccolo, Elvezio Ronchetti
Electron. J. Statist. 11 (2), 3407-3445, (2017) DOI: 10.1214/17-EJS1314 Open Access
KEYWORDS: Ordinal response models, link functions, M-estimation, robust estimators, Robust tests, robust weights, shelter effects
Piet Groeneboom, Kim Hendrickx
Electron. J. Statist. 11 (2), 3446-3484, (2017) DOI: 10.1214/17-EJS1345 Open Access
KEYWORDS: bootstrap, current status, MLE, smooth functionals, 62G09, 62N01
Changjing Wu, Hongyu Zhao, Huaying Fang, Minghua Deng
Electron. J. Statist. 11 (2), 3485-3521, (2017) DOI: 10.1214/17-EJS1331 Open Access
KEYWORDS: ADMM, Gaussian graphical models, latent variable, low rank, model selection consistency, Sparsity
Longjie Cheng, Peng Zeng, Yu Zhu
Electron. J. Statist. 11 (2), 3522-3548, (2017) DOI: 10.1214/17-EJS1329 Open Access
KEYWORDS: Single index model, Variable selection, regression spline, Lasso, SICA, 62H12, 62G08
John T. Ormerod, Chong You, Samuel Müller
Electron. J. Statist. 11 (2), 3549-3594, (2017) DOI: 10.1214/17-EJS1332 Open Access
KEYWORDS: Mean field variational Bayes, Bernoulli-Gaussian model, Markov chain Monte Carlo
Zacharie Naulet, Éric Barat
Electron. J. Statist. 11 (2), 3595-3632, (2017) DOI: 10.1214/17-EJS1322 Open Access
KEYWORDS: Bayesian nonparametric estimation, inverse problem, nonparametric estimation, quantum homodyne tomography, Radon transform, Wigner distribution, mixture prior, Wilson bases, rate of contraction, 62G05, 62G20, 81V80
Annika Betken
Electron. J. Statist. 11 (2), 3633-3672, (2017) DOI: 10.1214/17-EJS1323 Open Access
KEYWORDS: change point estimation, long-range dependence, Wilcoxon test, self-normalization, 62G05, 62M10, 60G15, 60G22
Dennis Dobler
Electron. J. Statist. 11 (2), 3673-3702, (2017) DOI: 10.1214/17-EJS1319 Open Access
KEYWORDS: Aalen-Johansen estimator, counting process, discontinuous cumulative hazard functions, discontinuous cumulative incidence functions, Greenwood-type variance estimator, Nelson-Aalen estimator, Survival analysis, Tied event times, wild bootstrap, 62N03, 62G09
David Gerard, Peter Hoff
Electron. J. Statist. 11 (2), 3703-3737, (2017) DOI: 10.1214/17-EJS1330 Open Access
KEYWORDS: Higher-order SVD, network, relational data, shrinkage, SURE, tensor, 62H12, 15A69, 62C99, 91D30
Phyllis Wan, Tiandong Wang, Richard A. Davis, Sidney I. Resnick
Electron. J. Statist. 11 (2), 3738-3780, (2017) DOI: 10.1214/17-EJS1327 Open Access
KEYWORDS: power laws, multivariate heavy tail statistics, preferential attachment, estimation
Ville A. Satopää, Shane T. Jensen, Robin Pemantle, Lyle H. Ungar
Electron. J. Statist. 11 (2), 3781-3814, (2017) DOI: 10.1214/17-EJS1346 Open Access
KEYWORDS: Expert belief, forecast heterogeneity, judgmental forecasting, model averaging, noise reduction, unsupervised learning, 62A01, 62B99, 62P15
Alessandra Cabassi, Davide Pigoli, Piercesare Secchi, Patrick A. Carter
Electron. J. Statist. 11 (2), 3815-3840, (2017) DOI: 10.1214/17-EJS1347 Open Access
KEYWORDS: Non-Euclidean metrics, non-parametric combination, post-hoc analysis, quantitative genetics, 62G10, 62J15, 62P10
Brendan K. Beare, Zheng Fang
Electron. J. Statist. 11 (2), 3841-3870, (2017) DOI: 10.1214/17-EJS1349 Open Access
KEYWORDS: least concave majorant, Hadamard directional derivative, Grenander estimator, rescaled bootstrap, 62G09, 62G20
Xin Ding, Ziyi Qiu, Xiaohui Chen
Electron. J. Statist. 11 (2), 3871-3902, (2017) DOI: 10.1214/17-EJS1325 Open Access
KEYWORDS: vector autoregression, time-varying parameters, Locally stationary processes, kernel smoothing, high-dimension, Sparsity, 62M10, 62H12, 91B84
Ilaria Giulini
Electron. J. Statist. 11 (2), 3903-3926, (2017) DOI: 10.1214/17-EJS1343 Open Access
KEYWORDS: PAC-Bayesian learning, Principal Component Analysis, robust estimation, Spectral projectors, perturbation of self-adjoint operators, Principal angles, 62G35, 62G05, 62H25
Yifan Cui, Ruoqing Zhu, Michael Kosorok
Electron. J. Statist. 11 (2), 3927-3953, (2017) DOI: 10.1214/17-EJS1305 Open Access
KEYWORDS: Individualized treatment rule, nonparametric estimation, Right censored data, consistency, recursively imputed survival trees, outcome weighted learning
Joshua Cape, Minh Tang, Carey E. Priebe
Electron. J. Statist. 11 (2), 3954-3978, (2017) DOI: 10.1214/17-EJS1328 Open Access
KEYWORDS: Kato–Temple inequality, eigenvalue concentration, statistical inference for graphs, Perturbation theory, random matrices, 62G15, 15A42, 05C80, 47A55
Fengnan Gao, Aad van der Vaart, Rui Castro, Remco van der Hofstad
Electron. J. Statist. 11 (2), 3979-3999, (2017) DOI: 10.1214/17-EJS1356 Open Access
KEYWORDS: Preferential attachment model, consistency, branching process, 62G20
Ali Karimnezhad, Peter J. F. Lucas, Ahmad Parsian
Electron. J. Statist. 11 (2), 4000-4032, (2017) DOI: 10.1214/17-EJS1350 Open Access
KEYWORDS: Bayesian networks, constrained Bayes estimation, Directed acyclic graph, posterior regret, robust Bayesian learning, 62F15, 62C10, 62F30, 62F35
Dootika Vats
Electron. J. Statist. 11 (2), 4033-4064, (2017) DOI: 10.1214/17-EJS1351 Open Access
KEYWORDS: Markov chains, geometric ergodicity, Bayesian lassos, starting values, 60J05, 62F15
Zacharie Naulet, Judith Rousseau
Electron. J. Statist. 11 (2), 4065-4102, (2017) DOI: 10.1214/17-EJS1344 Open Access
KEYWORDS: adaptive estimation, Bayesian nonparametric estimation, Nonparametric regression, Hölder class, mixture prior, rate of contraction, heavy tails, 62G20, 62G08
Thi To Nhu Dang, Jacques Istas
Electron. J. Statist. 11 (2), 4103-4150, (2017) DOI: 10.1214/17-EJS1357 Open Access
KEYWORDS: H-sssi processes, Stable processes, self-similarity parameter estimator, stability parameter estimator
Arash A. Amini, Elizaveta Levina, Kerby A. Shedden
Electron. J. Statist. 11 (2), 4151-4178, (2017) DOI: 10.1214/17-EJS1301 Open Access
KEYWORDS: structured regression, functional data, spatial data, spectroscopy
Konstantin Eckle, Nicolai Bissantz, Holger Dette
Electron. J. Statist. 11 (2), 4179-4219, (2017) DOI: 10.1214/17-EJS1355 Open Access
KEYWORDS: Deconvolution, modes, multivariate density, multiple tests, Gaussian approximation, 62G07, 62G10, 62G20
Frederick Campbell, Genevera I. Allen
Electron. J. Statist. 11 (2), 4220-4257, (2017) DOI: 10.1214/17-EJS1317 Open Access
KEYWORDS: Structured variable selection, composite penalty, NMR spectroscopy, Exclusive Lasso
Victor M. H. Ong, David K. Mensah, David J. Nott, Seongil Jo, Beomjo Park, Taeryon Choi
Electron. J. Statist. 11 (2), 4258-4296, (2017) DOI: 10.1214/17-EJS1324 Open Access
KEYWORDS: cosine series, Gaussian process, Model selection, shape restricted regression, variational Bayes, 62G08, 62F15
Soudeep Deb, Mohsen Pourahmadi, Wei Biao Wu
Electron. J. Statist. 11 (2), 4297-4322, (2017) DOI: 10.1214/17-EJS1326 Open Access
KEYWORDS: time series, Random fields, irregular spaced data, Spectral density
Marco Di Marzio, Stefania Fensore, Agnese Panzera, Charles C. Taylor
Electron. J. Statist. 11 (2), 4323-4346, (2017) DOI: 10.1214/17-EJS1318 Open Access
KEYWORDS: Circular kernels, Density estimation, Fourier coefficients, jackknife, sin-polynomials, trigonometric moments, von Mises density
Fang Han, Hongkai Ji, Zhicheng Ji, Honglang Wang
Electron. J. Statist. 11 (2), 4347-4403, (2017) DOI: 10.1214/17-EJS1352 Open Access
KEYWORDS: semiparametric regression, generalized regression model, rank-based M-estimator, smoothing approximation, transcription factor binding, 47N30
Silvia Bianconcini, Silvia Cagnone, Dimitris Rizopoulos
Electron. J. Statist. 11 (2), 4404-4423, (2017) DOI: 10.1214/17-EJS1360 Open Access
KEYWORDS: Binary variables, Laplace approximation, longitudinal data, $M$-estimators, numerical integration, random effects, 62H25, 62F12, 62P10, 62P25
Tonglin Zhang, Yen-Ning Huang
Electron. J. Statist. 11 (2), 4424-4451, (2017) DOI: 10.1214/17-EJS1368 Open Access
KEYWORDS: Gradient angles, Berman-Diggle estimator, gradient vectors, intensity functions, kernel functions, spatiotemporal point processes, 62M30, 62G05, 62G20
Shuhei Mano
Electron. J. Statist. 11 (2), 4452-4487, (2017) DOI: 10.1214/17-EJS1361 Open Access
KEYWORDS: A-hypergeometric system, Algebraic statistics, Bayesian statistics, exchangeability, information geometry, rational normal curve, Newton polytope, 62E15, 13P25, 60C05
Ronny Luss, Saharon Rosset
Electron. J. Statist. 11 (2), 4488-4514, (2017) DOI: 10.1214/17-EJS1365 Open Access
KEYWORDS: Multivariate isotonic regression, Nonparametric regression, regularization path, range regularization, lasso regularization, 62G08, 62J07
Pengsheng Ji, Michael Nussbaum
Electron. J. Statist. 11 (2), 4515-4562, (2017) DOI: 10.1214/17-EJS1353 Open Access
KEYWORDS: minimax hypothesis testing, nonparametric signal detection, sharp asymptotic adaptivity, Moderate deviation, 62G10, 62G20
Fadoua Balabdaoui
Electron. J. Statist. 11 (2), 4563-4595, (2017) DOI: 10.1214/17-EJS1311 Open Access
Catherine Aaron, Alejandro Cholaquidis, Antonio Cuevas
Electron. J. Statist. 11 (2), 4596-4628, (2017) DOI: 10.1214/17-EJS1370 Open Access
KEYWORDS: boundary estimation, denoising procedure, Minkowski content, 62G05, 60D05
Błażej Miasojedow, Wojciech Niemiro
Electron. J. Statist. 11 (2), 4629-4648, (2017) DOI: 10.1214/17-EJS1348 Open Access
KEYWORDS: Continuous time Markov processes, MCMC, Hidden Markov models, posterior sampling, geometric ergodicity, drift condition, small set, continuous time Bayesian network, 65C40, 65C05, 60J27
Gavin Lynch, Wenge Guo, Sanat K. Sarkar, Helmut Finner
Electron. J. Statist. 11 (2), 4649-4673, (2017) DOI: 10.1214/17-EJS1359 Open Access
KEYWORDS: arbitrary dependence, False discovery rate, fixed sequence, multiple testing, negative association, PRDS property, $P$-values, 62J15
Tomasz Bielecki, Tao Chen, Igor Cialenco
Electron. J. Statist. 11 (2), 4674-4700, (2017) DOI: 10.1214/17-EJS1362 Open Access
KEYWORDS: Recursive confidence regions, stochastic approximation, recursive point estimators, statistical inference for Markov chains, Ergodic processes, quasi-asymptotically linear estimator, 62M05, 62F10, 62F12, 62F25, 60J05, 60J20
Caroline Giacobino, Sylvain Sardy, Jairo Diaz-Rodriguez, Nick Hengartner
Electron. J. Statist. 11 (2), 4701-4722, (2017) DOI: 10.1214/17-EJS1366 Open Access
KEYWORDS: Convex optimization, high-dimensionality, Sparsity, regularization, thresholding
Minwoo Chae, Stephen G. Walker
Electron. J. Statist. 11 (2), 4723-4745, (2017) DOI: 10.1214/17-EJS1369 Open Access
KEYWORDS: Kullback–Leibler divergence, Lévy–Prokhorov metric, mixture of Student’s $t$ distributions, posterior consistency, Total variation, 62G05, 62G20, 62G07
Xi Chen, Adityanand Guntuboyina, Yuchen Zhang
Electron. J. Statist. 11 (2), 4746-4768, (2017) DOI: 10.1214/17-EJS1354 Open Access
KEYWORDS: Admissibility, Bayes risk, Gaussian sequence model, least squares estimator, minimaxity
Mohammad Khabbazian, Bret Hanlon, Zoe Russek, Karl Rohe
Electron. J. Statist. 11 (2), 4769-4812, (2017) DOI: 10.1214/17-EJS1358 Open Access
KEYWORDS: Hard-to-reach population, Respondent-driven sampling, Social network, Markov chain, stochastic blockmodels, anti-cluster RDS
Clément Dombry, Sebastian Engelke, Marco Oesting
Electron. J. Statist. 11 (2), 4813-4844, (2017) DOI: 10.1214/17-EJS1367 Open Access
KEYWORDS: asymptotic normality, Bayesian statistics, efficient inference, full likelihood, Markov chain Monte Carlo, max-stability, multivariate extremes, 62F15, 60G70, 62F12
Denis Belomestny, Fabienne Comte, Valentine Genon-Catalot
Electron. J. Statist. 11 (2), 4845-4850, (2017) DOI: 10.1214/17-EJS1371 Open Access
Pierre C. Bellec, Joseph Salmon, Samuel Vaiter
Electron. J. Statist. 11 (2), 4851-4870, (2017) DOI: 10.1214/17-EJS1364 Open Access
KEYWORDS: Denoising, graph signal regularization, Oracle inequality, Convex optimization, 62G08, 62J07
Xiao Li, Karl Rohe
Electron. J. Statist. 11 (2), 4871-4895, (2017) DOI: 10.1214/17-EJS1333 Open Access
KEYWORDS: central limit theorem, Respondent-driven sampling, stochastic blockmodel, 60G17, 62D05
Statistical Machine Learning
Jialei Wang, Jason D. Lee, Mehrdad Mahdavi, Mladen Kolar, Nathan Srebro
Electron. J. Statist. 11 (2), 4896-4944, (2017) DOI: 10.1214/17-EJS1334SI Open Access
KEYWORDS: Iterative Hessian sketch, dual random projection, preconditioning, primal-dual conversion, acceleration, conjugate gradient, primal-dual sketch, 62H12, 68T05, 90C06
Aaron Klein, Stefan Falkner, Simon Bartels, Philipp Hennig, Frank Hutter
Electron. J. Statist. 11 (2), 4945-4968, (2017) DOI: 10.1214/17-EJS1335SI Open Access
Yuxin Chen, S. Hamed Hassani, Andreas Krause
Electron. J. Statist. 11 (2), 4969-5017, (2017) DOI: 10.1214/17-EJS1336SI Open Access
KEYWORDS: Bayesian active learning, information gathering, decision making, noisy observation, approximation algorithms
Juho Piironen, Aki Vehtari
Electron. J. Statist. 11 (2), 5018-5051, (2017) DOI: 10.1214/17-EJS1337SI Open Access
KEYWORDS: Bayesian inference, Sparse estimation, shrinkage priors, horseshoe prior, 62F15
Meelis Kull, Telmo M. Silva Filho, Peter Flach
Electron. J. Statist. 11 (2), 5052-5080, (2017) DOI: 10.1214/17-EJS1338SI Open Access
KEYWORDS: Binary classification, classifier calibration, posterior probabilities, logistic function, sigmoid, Beta distribution
Seth Flaxman, Yee Whye Teh, Dino Sejdinovic
Electron. J. Statist. 11 (2), 5081-5104, (2017) DOI: 10.1214/17-EJS1339SI Open Access
KEYWORDS: nonparametric statistics, computational statistics, spatial statistics, intensity estimation, ‎reproducing kernel Hilbert ‎space, inhomogeneous Poisson processes, 62G05, 60G55, 46E22
Matthew M. Graham, Amos J. Storkey
Electron. J. Statist. 11 (2), 5105-5164, (2017) DOI: 10.1214/17-EJS1340SI Open Access
KEYWORDS: generative models, implicit models, Markov chain Monte Carlo, Approximate Bayesian Computation, 65C05, 62F15
Marc Abeille, Alessandro Lazaric
Electron. J. Statist. 11 (2), 5165-5197, (2017) DOI: 10.1214/17-EJS1341SI Open Access
KEYWORDS: Linear bandit, Thompson sampling
Yihan Gao, Aditya Parameswaran, Jian Peng
Electron. J. Statist. 11 (2), 5198-5231, (2017) DOI: 10.1214/17-EJS1376SI Open Access
Daniel Pimentel-Alarcón, Robert Nowak
Electron. J. Statist. 11 (2), 5232-5253, (2017) DOI: 10.1214/17-EJS1377SI Open Access
Sohail Bahmani, Justin Romberg
Electron. J. Statist. 11 (2), 5254-5281, (2017) DOI: 10.1214/17-EJS1378SI Open Access
KEYWORDS: phase retrieval, Vapnik-Chervonenkis theory, convex relaxation, 62F10, 90C25, 63P30
Kwang-Sung Jun, Francesco Orabona, Stephen Wright, Rebecca Willett
Electron. J. Statist. 11 (2), 5282-5310, (2017) DOI: 10.1214/17-EJS1379SI Open Access
KEYWORDS: online learning, changing environments, learning with expert advice, online convex optimization, 68T05
Ziqi Liu, Alexander Smola, Kyle Soska, Yu-Xiang Wang, Qinghua Zheng, Jun Zhou
Electron. J. Statist. 11 (2), 5311-5341, (2017) DOI: 10.1214/17-EJS1380SI Open Access
KEYWORDS: Hazard regression, nonparametrics, Trend filtering, Survival analysis
Christopher Nowzohour, Marloes H. Maathuis, Robin J. Evans, Peter Bühlmann
Electron. J. Statist. 11 (2), 5342-5374, (2017) DOI: 10.1214/17-EJS1372 Open Access
KEYWORDS: Causal inference, structure learning, hidden variables, latent variables, path diagrams, structural equation models, distributional equivalence, greedy search
Royi Jacobovic, Or Zuk
Electron. J. Statist. 11 (2), 5375-5405, (2017) DOI: 10.1214/17-EJS1375 Open Access
KEYWORDS: selection procedures, Asymptotic statistics, Extreme value theory, discrete events simulation, 62F07, 62L99
Walter Dempsey, Peter McCullagh
Electron. J. Statist. 11 (2), 5406-5451, (2017) DOI: 10.1214/17-EJS1381 Open Access
KEYWORDS: infinite exchangeability, Survival analysis, characteristic index, Bayesian nonparametrics, Gibbs-type splitting rules
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