VOL. 9 · NO. 2 | 2015
Alexander Goldenshluger, Anatoli Juditsky, Arkadi Nemirovski
Electron. J. Statist. 9 (2), 1645-1712, (2015) DOI: 10.1214/15-EJS1054 Open Access
KEYWORDS: Hypothesis testing, Nonparametric testing, Composite hypothesis testing, Statistical applications of convex optimization, 62G10, 62C20, 62M02, 62M10, 90C25, 65K10
Lucien Birgé
Electron. J. Statist. 9 (2), 1713-1719, (2015) DOI: 10.1214/15-EJS1014 Open Access
No abstract available
Axel Munk, Frank Werner
Electron. J. Statist. 9 (2), 1720-1722, (2015) DOI: 10.1214/14-EJS980 Open Access
No abstract available
Philippe Rigollet
Electron. J. Statist. 9 (2), 1723-1726, (2015) DOI: 10.1214/15-EJS998 Open Access
No abstract available
Alekh Agarwal
Electron. J. Statist. 9 (2), 1727-1732, (2015) DOI: 10.1214/15-EJS1015 Open Access
KEYWORDS: Hypothesis testing, Convex optimization, 62F03
No abstract available
Arnak S. Dalalyan
Electron. J. Statist. 9 (2), 1733-1737, (2015) DOI: 10.1214/15-EJS994 Open Access
No abstract available
Fabienne Comte, Céline Duval, Valentine Genon-Catalot
Electron. J. Statist. 9 (2), 1738-1743, (2015) DOI: 10.1214/15-EJS990 Open Access
KEYWORDS: Convex criterion, Hypothesis testing, multiple hypothesis, 62F03
No abstract available
Alexander Goldenshluger, Anatoli Juditsky, Arkadi Nemirovski
Electron. J. Statist. 9 (2), 1744-1748, (2015) DOI: 10.1214/15-EJS1054REJ Open Access
KEYWORDS: Hypothesis testing, Nonparametric testing, Composite hypothesis testing, Statistical applications of convex optimization, 62G10, 62C20, 62M02, 62M10, 90C25, 65K10
No abstract available
Aleksandra Maj-Kańska, Piotr Pokarowski, Agnieszka Prochenka
Electron. J. Statist. 9 (2), 1749-1778, (2015) DOI: 10.1214/15-EJS1050 Open Access
KEYWORDS: ANOVA, consistency, BIC, merging levels, t-statistic, Variable selection, 62F07, 62J07
Ming Chen, Qiongxia Song
Electron. J. Statist. 9 (2), 1779-1798, (2015) DOI: 10.1214/15-EJS1052 Open Access
KEYWORDS: confidence bands, functional time series, high-frequency data, long-run variance, Nonparametric regression, Spline, 62G08, 62G15
Kęstutis Kubilius, Yuliya Mishura, Kostiantyn Ralchenko, Oleg Seleznjev
Electron. J. Statist. 9 (2), 1799-1825, (2015) DOI: 10.1214/15-EJS1062 Open Access
KEYWORDS: fractional Brownian motion, fractional Ornstein–Uhlenbeck process, short-range dependence, drift parameter estimator, consistency, strong consistency, discretization, high-frequency data, 60G22, 60F15, 60F25, 62F10, 62F12
Juan Carlos Pardo-Fernández, María Dolores Jiménez-Gamero, Anouar El Ghouch
Electron. J. Statist. 9 (2), 1826-1851, (2015) DOI: 10.1214/15-EJS1058 Open Access
KEYWORDS: asymptotics, bootstrap, comparison of curves, Empirical characteristic function, Empirical distribution function, kernel smoothing, local alternatives, regression residuals, 62G10, 62G08, 62G20, 62G09
Florent Autin, Gerda Claeskens, Jean-Marc Freyermuth
Electron. J. Statist. 9 (2), 1852-1883, (2015) DOI: 10.1214/15-EJS1056 Open Access
KEYWORDS: Anisotropy, Besov space, information pooling, linear and non-linear methods, multivariate wavelet basis, thresholding
F. J. Rubio, M. F. J. Steel
Electron. J. Statist. 9 (2), 1884-1912, (2015) DOI: 10.1214/15-EJS1060 Open Access
KEYWORDS: model comparison, posterior existence, prior elicitation, scale mixtures of normals, unimodal continuous distributions, 62E99, 62F15
Ryan P. Browne, Paul D. McNicholas
Electron. J. Statist. 9 (2), 1913-1938, (2015) DOI: 10.1214/15-EJS1061 Open Access
Itai Dattner, Chris A. J. Klaassen
Electron. J. Statist. 9 (2), 1939-1973, (2015) DOI: 10.1214/15-EJS1053 Open Access
KEYWORDS: local polynomials, Lotka-Volterra, Nonparametric regression, ordinary differential equation, plug-in estimators, 62F12, 62G05, 62G08, 62G20
Denis Belomestny, Vladimir Panov
Electron. J. Statist. 9 (2), 1974-2006, (2015) DOI: 10.1214/15-EJS1063 Open Access
KEYWORDS: Lévy process, exponential functional, generalized Ornstein-Uhlenbeck process, Mellin transform
Irina Gaynanova, Mladen Kolar
Electron. J. Statist. 9 (2), 2007-2034, (2015) DOI: 10.1214/15-EJS1064 Open Access
KEYWORDS: ‎classification‎, Fisher’s discriminant analysis, group penalization, High-dimensional statistics, 62H30
Chi Tim Ng, Ngai Hang Chan
Electron. J. Statist. 9 (2), 2035-2057, (2015) DOI: 10.1214/15-EJS1070 Open Access
KEYWORDS: convergence, fractional Dickey-Fuller statistic, $\mathcal{S}$-transform, stochastic integral, white noise calculus, 62M10, 62P20
Zdravko I. Botev, Chris J. Lloyd
Electron. J. Statist. 9 (2), 2058-2075, (2015) DOI: 10.1214/15-EJS1071 Open Access
KEYWORDS: stochastic approximation, generalized linear model, confidence limits, profile upper limits, importance sampling, 62F25, 65C05
Sandro Gallo, Florencia Leonardi
Electron. J. Statist. 9 (2), 2076-2098, (2015) DOI: 10.1214/15-EJS1065 Open Access
KEYWORDS: Variable length markov chain, Context tree, Confidence bounds, consistent estimation, nonparametric inference, 62M09, 62G15, 62G20, 60G10, 60J10
Anna Bonnet, Elisabeth Gassiat, Céline Lévy-Leduc
Electron. J. Statist. 9 (2), 2099-2129, (2015) DOI: 10.1214/15-EJS1069 Open Access
KEYWORDS: linear mixed model, heritability, Sparsity, high dimension
Lorna M. Barclay, Rodrigo A. Collazo, Jim Q. Smith, Peter A. Thwaites, Ann E. Nicholson
Electron. J. Statist. 9 (2), 2130-2169, (2015) DOI: 10.1214/15-EJS1068 Open Access
KEYWORDS: Chain Event Graphs, Markov processes, probabilistic graphical models, dynamic Bayesian networks
Ery Arias-Castro, Meng Wang
Electron. J. Statist. 9 (2), 2170-2201, (2015) DOI: 10.1214/15-EJS1066 Open Access
KEYWORDS: Sparse Poisson means model, Goodness-of-fit tests, multiple testing, Bonferroni’s method, Fisher’s method, Pearson’s chi-squared test, Tukey’s higher criticism, sparse normal means model
Ioana Schiopu Kratina, Christina Maria Zamfirescu, Kyle Trépanier, Lennon Marques
Electron. J. Statist. 9 (2), 2202-2254, (2015) DOI: 10.1214/15-EJS1067 Open Access
KEYWORDS: questionnaire design, directed acyclic graphs, statistical analysis, finite probability space, expected number of questions, 94C15, 60C05, 62D05
Irene Rodriguez-Lujan, Ramon Huerta
Electron. J. Statist. 9 (2), 2255-2292, (2015) DOI: 10.1214/15-EJS1073 Open Access
KEYWORDS: Multiclass classification, classification calibration, Bayes consistency, Fisher consistency, hinge loss functions, Support Vector Machine, 68T10
Michael Lavine, Andrew Bray, Jim Hodges
Electron. J. Statist. 9 (2), 2293-2323, (2015) DOI: 10.1214/15-EJS1072 Open Access
KEYWORDS: 62J05, 62F99
Kean Ming Tan, Daniela Witten
Electron. J. Statist. 9 (2), 2324-2347, (2015) DOI: 10.1214/15-EJS1074 Open Access
KEYWORDS: Degrees of freedom, fusion penalty, hierarchical clustering, $k$-means, prediction error, single linkage
Olga Klopp
Electron. J. Statist. 9 (2), 2348-2369, (2015) DOI: 10.1214/15-EJS1076 Open Access
KEYWORDS: Matrix completion, low rank matrix estimation, Minimax optimality, 62J99, 62H12, 60B20, 15A83
Andrea Montanari
Electron. J. Statist. 9 (2), 2370-2390, (2015) DOI: 10.1214/15-EJS1059 Open Access
Cédric Heuchenne, Rawane Samb, Ingrid Van Keilegom
Electron. J. Statist. 9 (2), 2391-2419, (2015) DOI: 10.1214/15-EJS1057 Open Access
KEYWORDS: Empirical distribution function, kernel smoothing, Nonparametric regression, profile likelihood estimator, semiparametric regression, transformation model, 62G08, 62E20
Irène Gijbels, Marek Omelka, Noël Veraverbeke
Electron. J. Statist. 9 (2), 2420-2474, (2015) DOI: 10.1214/15-EJS1077 Open Access
KEYWORDS: Average copula, conditional copula, empirical copula process, nonparametric estimation, partial copula, unconditional copula, smoothing, weak convergence, 62G05, 62H20, 62G20
Suzanne Sniekers, Aad van der Vaart
Electron. J. Statist. 9 (2), 2475-2527, (2015) DOI: 10.1214/15-EJS1078 Open Access
KEYWORDS: Credible set, coverage, uncertainty quantification, 62G15, 62G05, 62G20
Andreas Andresen
Electron. J. Statist. 9 (2), 2528-2641, (2015) DOI: 10.1214/15-EJS1079 Open Access
KEYWORDS: Profile estimator, sieve, projection pursuit procedure, alternating maximization, alternating minimization, single index, 62F10, 62J12, 62F25, 62H12
Emilie Devijver
Electron. J. Statist. 9 (2), 2642-2674, (2015) DOI: 10.1214/15-EJS1082 Open Access
KEYWORDS: Variable selection, finite mixture regression, non-asymptotic penalized criterion, $\ell_{1}$-regularized method, 62H30
Alexandra Carpentier, Richard Nickl
Electron. J. Statist. 9 (2), 2675-2688, (2015) DOI: 10.1214/15-EJS1087 Open Access
KEYWORDS: low rank matrices, Confidence sets, signal detection, nuclear norm, 62G15, 62G10
Haralambos Evangelaras
Electron. J. Statist. 9 (2), 2689-2705, (2015) DOI: 10.1214/15-EJS1091 Open Access
KEYWORDS: orthogonal arrays, $J$-characteristics, minimum generalized aberration, 62K15, 05B20
Egil Ferkingstad, Håvard Rue
Electron. J. Statist. 9 (2), 2706-2731, (2015) DOI: 10.1214/15-EJS1092 Open Access
KEYWORDS: Bayesian computation, copulas, generalized linear mixed models, Integrated nested Laplace approximation, latent Gaussian models, 62F15
M. C. Jones, Angela Noufaily
Electron. J. Statist. 9 (2), 2732-2750, (2015) DOI: 10.1214/15-EJS1089 Open Access
KEYWORDS: Bathtub, exponentiated Weibull, generalised $F$, generalised gamma, hazard shape, log-concave, log-convex, mean residual life, 62N99, 60E05, 62N05
Stéphane Boucheron, Maud Thomas
Electron. J. Statist. 9 (2), 2751-2792, (2015) DOI: 10.1214/15-EJS1088 Open Access
KEYWORDS: Hill estimator, Adaptivity, Lepski’s method, Concentration inequalities, order statistics, 60E15, 60G70, 62G30, 62G32
Yixin Fang, Heng Lian, Hua Liang, David Ruppert
Electron. J. Statist. 9 (2), 2793-2827, (2015) DOI: 10.1214/15-EJS1080 Open Access
KEYWORDS: efficiency, Heteroscedasticity, generalized least squares, regression spline, variance function, 62G08, 62G20, 62J02, 62F12
Ruoxuan Xiang, Kshitij Khare, Malay Ghosh
Electron. J. Statist. 9 (2), 2828-2854, (2015) DOI: 10.1214/15-EJS1084 Open Access
KEYWORDS: graphical models, decomposable graph, posterior consistency, High-dimensional data, 62F15, 62G20
Daniel J. McDonald, Cosma Rohilla Shalizi, Mark Schervish
Electron. J. Statist. 9 (2), 2855-2883, (2015) DOI: 10.1214/15-EJS1094 Open Access
KEYWORDS: Density estimation, Dependence, time-series, total-variation, Mixing, absolutely regular processes, histograms
Stefano Favaro, Lancelot F. James
Electron. J. Statist. 9 (2), 2884-2902, (2015) DOI: 10.1214/15-EJS1096 Open Access
KEYWORDS: Adaptive rejection sampling, Bayesian nonparametric inference, empirical linguistics, Gibbs-type priors, normalized generalized Gamma prior, species sampling asymptotics, two parameter Poisson-Dirichlet prior, 62F15, 60G57
Nicolas J. B. Brunel, Quentin Clairon
Electron. J. Statist. 9 (2), 2903-2949, (2015) DOI: 10.1214/15-EJS1086 Open Access
KEYWORDS: Parameter estimation, ordinary differential equations, optimal control, Riccati differential equation, smoothing, plug-in property, Asymptotic statistics
Olga Klopp, Jean Lafond, Éric Moulines, Joseph Salmon
Electron. J. Statist. 9 (2), 2950-2975, (2015) DOI: 10.1214/15-EJS1093 Open Access
KEYWORDS: Low rank matrix estimation; matrix completion; multinomial model, 62J02, 62J99, 62H12,60B20
Christian Krein
Electron. J. Statist. 9 (2), 2976-3045, (2015) DOI: 10.1214/15-EJS1101 Open Access
KEYWORDS: Malliavin calculus, Cramer-Rao bound, drift estimator, Stein estimator, Rosenblatt process, 60H07, 62M09, 62M20
Demian Pouzo
Electron. J. Statist. 9 (2), 3046-3097, (2015) DOI: 10.1214/15-EJS1090 Open Access
KEYWORDS: Asymptotic theory, bootstrap, high dimensional statistics, Quadratic forms, model specification test, 60F05, 60F17, 62E20, 62F40
Paul Ilhe, Éric Moulines, Francois Roueff, Antoine Souloumiac
Electron. J. Statist. 9 (2), 3098-3123, (2015) DOI: 10.1214/15-EJS1103 Open Access
KEYWORDS: Shot-noise, Lévy-driven Ornstein-Uhlenbeck process, nonparametric estimation, Markov process, Empirical processes, $\beta$-mixing, 45Q05, 60G10, 62G07, 62M05
Prithwish Bhaumik, Subhashis Ghosal
Electron. J. Statist. 9 (2), 3124-3154, (2015) DOI: 10.1214/15-EJS1099 Open Access
KEYWORDS: ordinary differential equation, Bayesian inference, Spline smoothing, Bernstein-von Mises theorem, 62J02, 62G08, 62G20, 62F15
Jan Ernest, Peter Bühlmann
Electron. J. Statist. 9 (2), 3155-3194, (2015) DOI: 10.1214/15-EJS1075 Open Access
KEYWORDS: Backdoor adjustment, Causal inference, intervention calculus, marginal integration, model misspecification, nonparametric inference, robustness, structural equation model, 62G05, 62H12
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