VOL. 8 · NO. 1 | 2014
Thimo Hildebrandt, Nicolai Bissantz, Holger Dette
Electron. J. Statist. 8 (1), 1-40, (2014) DOI: 10.1214/13-EJS874 Open Access
KEYWORDS: inverse regression, Additive models, convolution-type operators, 62G08, 62G15, 62G20
Laurent Bordes, Jean-Yves Dauxois, Pierre Joly
Electron. J. Statist. 8 (1), 41-95, (2014) DOI: 10.1214/14-EJS876 Open Access
KEYWORDS: Additive hazards, competing risks, cause-specific cumulative hazard rate function, counting process, cumulative incidence function, large sample behavior, missing indicator, missing at random, missing completely at random, Regression parameter, Survival analysis, reliability, 62G05, 62N01, 62N02, 60F17, 60G15, 60G44, 60G55
Pedro Delicado, Adolfo Hernández, Gábor Lugosi
Electron. J. Statist. 8 (1), 96-129, (2014) DOI: 10.1214/14-EJS877 Open Access
KEYWORDS: Discernibility between hypotheses, bootstrap subsampling, U-statistics, set estimation, ISOMAP, dimensionality reduction, 62G10, 62H30
Tatsuya Kubokawa, Akira Inoue
Electron. J. Statist. 8 (1), 130-158, (2014) DOI: 10.1214/14-EJS878 Open Access
KEYWORDS: asymptotic expansion, Covariance matrix, high dimension, Moore-Penrose inverse, multivariate normal distribution, point estimation, precision matrix, ridge estimator, risk comparison, scale-invariant quadratic loss, Stein-Haff identity, Wishart distribution, 62F10, 62H12, 62J07
Heeyoung Kim, Xiaoming Huo
Electron. J. Statist. 8 (1), 159-183, (2014) DOI: 10.1214/14-EJS879 Open Access
KEYWORDS: Adaptive smoothing splines, asymptotic optimality, generalized cross validation, 62G20, 62G08
Idris A. Eckley, Guy P. Nason
Electron. J. Statist. 8 (1), 184-200, (2014) DOI: 10.1214/14-EJS880 Open Access
KEYWORDS: time series, Aliasing, Wavelets, local stationarity
Benjamin Saefken, Thomas Kneib, Clara-Sophie van Waveren, Sonja Greven
Electron. J. Statist. 8 (1), 201-225, (2014) DOI: 10.1214/14-EJS881 Open Access
KEYWORDS: Conditional Akaike information criterion, Kullback-Leibler distance, Model selection, random effects, generalized linear mixed models, 62J12, 62J07
Seong J. Yang, Anouar El Ghouch, Ingrid Van Keilegom
Electron. J. Statist. 8 (1), 226-252, (2014) DOI: 10.1214/14-EJS882 Open Access
KEYWORDS: smooth backfitting, unbiased transformation, random right censoring, local polynomial smoothing, bandwidth parameter, curse of dimensionality, 62G08, 62N01
Nanny Wermuth, Giovanni M. Marchetti
Electron. J. Statist. 8 (1), 253-273, (2014) DOI: 10.1214/14-EJS884 Open Access
KEYWORDS: Directed star graph, factor analysis, Graphical Markov models, item response models, latent class models, traceable regression, 62E10, 62H17, 62H20
Céline Duval
Electron. J. Statist. 8 (1), 274-301, (2014) DOI: 10.1214/14-EJS885 Open Access
KEYWORDS: Discretely observed random process, compound Poisson process, information loss, 62B15, 62K99, 62M99
Dong Dai, Philippe Rigollet, Lucy Xia, Tong Zhang
Electron. J. Statist. 8 (1), 302-327, (2014) DOI: 10.1214/14-EJS886 Open Access
KEYWORDS: Aggregation, affine estimators, Gaussian mean, Oracle inequalities, Maurey’s argument, 62G08, 62C20, 62G05, 62G20
Ery Arias-Castro, Karim Lounici
Electron. J. Statist. 8 (1), 328-354, (2014) DOI: 10.1214/14-EJS883 Open Access
KEYWORDS: estimation, Variable selection, Model selection, sparse linear model, Exponential weights, Gibbs sampler, identifiability condition, 62J99
O. Zobay
Electron. J. Statist. 8 (1), 355-389, (2014) DOI: 10.1214/14-EJS887 Open Access
KEYWORDS: approximation methods, variational inference, normal mixtures, Bayesian lasso, state-space models, 62F15, 62E17
Stanislav Volgushev, Xiaofeng Shao
Electron. J. Statist. 8 (1), 390-431, (2014) DOI: 10.1214/14-EJS888 Open Access
KEYWORDS: change point, compact differentiability, Empirical processes, self-normalization, sub-sampling, time series, weak convergence, 62E20, 62M10, 62G09, 62G15, 62G20
Laurent Cavalier, Markus Reiß
Electron. J. Statist. 8 (1), 432-455, (2014) DOI: 10.1214/14-EJS889 Open Access
KEYWORDS: Sparse oracle inequality, optimal threshold, Statistical inverse problem, risk hull, Penalized empirical risk, full subset selection, heteroskedastic noise, 62G05, 62J05
Maud Delattre, Marc Lavielle, Marie-Anne Poursat
Electron. J. Statist. 8 (1), 456-475, (2014) DOI: 10.1214/14-EJS890 Open Access
KEYWORDS: Bayesian Information Criterion, BIC, Mixed effects model, Variable selection, 62J02, 62J12
Paul Gustafson
Electron. J. Statist. 8 (1), 476-496, (2014) DOI: 10.1214/14-EJS891 Open Access
KEYWORDS: Bayesian inference, partial identification, posterior distribution, 60K35, 62F15, 62F12
Tucker McElroy, Brian Monsell
Electron. J. Statist. 8 (1), 497-522, (2014) DOI: 10.1214/14-EJS892 Open Access
KEYWORDS: ARIMA models, Ljung-Box statistic, time series residuals
Shujie Ma, Jun Zhang, Zihua Sun, Hua Liang
Electron. J. Statist. 8 (1), 523-542, (2014) DOI: 10.1214/14-EJS893 Open Access
KEYWORDS: Conditional moment test, curse of dimensionality, empirical process, Dimension reduction, estimating function method, linear projection, projection direction, smoothing-based tests, 62G08, 62G20, 62J02, 62F12
Sara van de Geer
Electron. J. Statist. 8 (1), 543-574, (2014) DOI: 10.1214/14-EJS894 Open Access
KEYWORDS: Additive model, Causal inference, empirical measure, Uniform convergence, 62G08, 60G50
Fabrice Gamboa, Alexandre Janon, Thierry Klein, Agnès Lagnoux
Electron. J. Statist. 8 (1), 575-603, (2014) DOI: 10.1214/14-EJS895 Open Access
KEYWORDS: Semi-parametric efficient estimation, sensitivity analysis, quadratic functionals, Sobol indices, vector output, temporal output, Concentration inequalities, 62G05, 62G20
Subhadip Pal, Kshitij Khare
Electron. J. Statist. 8 (1), 604-645, (2014) DOI: 10.1214/14-EJS896 Open Access
KEYWORDS: Bayesian shrinkage, Bessel functions, geometric ergodicity, Markov chain Monte Carlo, 60J05, 60J20, 33C10
Marco Riani, Andrea Cerioli, Anthony C. Atkinson, Domenico Perrotta
Electron. J. Statist. 8 (1), 646-677, (2014) DOI: 10.1214/14-EJS897 Open Access
KEYWORDS: Forward search, graphical methods, least trimmed squares, Outliers, regression diagnostics, rho function, S estimation, truncated normal distribution, 62J05, 62J20, 62G35, 62P20
Houying Zhu, Josef Dick
Electron. J. Statist. 8 (1), 678-707, (2014) DOI: 10.1214/14-EJS898 Open Access
KEYWORDS: Acceptance-rejection sampler, Star discrepancy, $(t,m,s)$-nets, 62F15, 11K45
Andrea Ghiglietti, Anna Maria Paganoni
Electron. J. Statist. 8 (1), 708-737, (2014) DOI: 10.1214/14-EJS899 Open Access
KEYWORDS: Response adaptive designs, Clinical trials, randomly reinforced urns
Sahar Nazari, Mohammad Jafari Jozani, Mahmood Kharrati-Kopaei
Electron. J. Statist. 8 (1), 738-761, (2014) DOI: 10.1214/14-EJS902 Open Access
KEYWORDS: Imperfect subsetting, kernel function, mean integrated square error, nonparametric procedure, optimal bandwidth, ranked set sampling
Pierre Latouche, Etienne Birmelé, Christophe Ambroise
Electron. J. Statist. 8 (1), 762-794, (2014) DOI: 10.1214/14-EJS903 Open Access
KEYWORDS: Graph clustering, Random graph models, overlapping stochastic block models, Model selection, global and local variational techniques
Christophe Ley, Camille Sabbah, Thomas Verdebout
Electron. J. Statist. 8 (1), 795-816, (2014) DOI: 10.1214/14-EJS904 Open Access
KEYWORDS: Bahadur representation, directional statistics, DD- and QQ-plot, Mahalanobis depth, rotationally symmetric distributions
Måns Thulin
Electron. J. Statist. 8 (1), 817-840, (2014) DOI: 10.1214/14-EJS909 Open Access
KEYWORDS: asymptotic expansion, Binomial distribution, Confidence interval, expected length, sample size determination, proportion, 62F25, 62F12
Valérie Garès, Sandrine Andrieu, Jean-François Dupuy, Nicolas Savy
Electron. J. Statist. 8 (1), 841-860, (2014) DOI: 10.1214/14-EJS911 Open Access
KEYWORDS: survival data analysis, Fleming-Harrington test, constant piecewise weighted logrank test, Pitman asymptotic relative efficiency, prevention trial, Alzheimer’s disease, 62N03, 62P10, 62M99, 62E20
Pier Giovanni Bissiri, Andrea Ongaro
Electron. J. Statist. 8 (1), 861-882, (2014) DOI: 10.1214/14-EJS912 Open Access
KEYWORDS: Bayesian nonparametrics, consistency of posteriors, Dirichlet process, species sampling priors, topological support of measures, 62F15, 62G99
Roberto Fontana
Electron. J. Statist. 8 (1), 883-893, (2014) DOI: 10.1214/14-EJS913 Open Access
KEYWORDS: Latin squares, Sudoku designs, random generation, cliques, 62K15
Shai Covo, Amir Elalouf
Electron. J. Statist. 8 (1), 894-926, (2014) DOI: 10.1214/14-EJS914 Open Access
KEYWORDS: Sum of independent gamma variables, approximation, moment-matching method, gamma process, Lévy measure, Infinitely divisible distributions, negative binomial distribution, generalized Dickman distribution, 62E17, 60G50, 60G51
Jacques Bénasséni
Electron. J. Statist. 8 (1), 927-930, (2014) DOI: 10.1214/14-EJS915 Open Access
KEYWORDS: principal components, RV-coefficient, sensitivity measures, subspaces, 62F35, 62H12
Changryong Baek, Vladas Pipiras
Electron. J. Statist. 8 (1), 931-964, (2014) DOI: 10.1214/14-EJS916 Open Access
KEYWORDS: Hypothesis tests, size and power, Short- and long-range dependence, changes in mean, Local Whittle estimator, bootstrap, 62M10, 62G10, 60G18
Robert G. Cowell, James Q. Smith
Electron. J. Statist. 8 (1), 965-997, (2014) DOI: 10.1214/14-EJS917 Open Access
KEYWORDS: causality, chain event graph, event tree, stratified chain event graph, staged event tree, structural learning, MAP estimation, 62F15, 62-07
Philippe Fraysse
Electron. J. Statist. 8 (1), 998-1028, (2014) DOI: 10.1214/14-EJS918 Open Access
KEYWORDS: estimation of the shift parameter, asymptotic properties, 62G05, 62G20
Ibrahim Abdelrazeq, B. Gail Ivanoff, Rafał Kulik
Electron. J. Statist. 8 (1), 1029-1062, (2014) DOI: 10.1214/14-EJS919 Open Access
KEYWORDS: Ornstein-Uhlenbeck process, Lévy process, sampled process, model verification, test statistics, sample correlation
Stefano Favaro, Maria Lomeli, Bernardo Nipoti, Yee Whye Teh
Electron. J. Statist. 8 (1), 1063-1085, (2014) DOI: 10.1214/14-EJS921 Open Access
KEYWORDS: Bayesian nonparametrics, Beta random variable, exponential tilting, $G$-functions, Gamma random variable, discrete random probability measure, $\sigma$-stable Poisson-Kingman model, stick-breaking prior, 62F15, 60G57
B. Gail Ivanoff, N. C. Weber
Electron. J. Statist. 8 (1), 1086-1087, (2014) DOI: 10.1214/14-EJS922 Open Access
Francisco Blasques, Siem Jan Koopman, André Lucas
Electron. J. Statist. 8 (1), 1088-1112, (2014) DOI: 10.1214/14-EJS924 Open Access
KEYWORDS: nonlinear dynamics, observation driven time-varying parameter models, stochastic recurrence equations, contracting properties, 60G10, 62M10, 91B84
Sarah E. Neville, John T. Ormerod, M. P. Wand
Electron. J. Statist. 8 (1), 1113-1151, (2014) DOI: 10.1214/14-EJS910 Open Access
KEYWORDS: Approximate Bayesian inference, Continued fraction, Generalized Double Pareto distribution, Horseshoe distribution, Lentz’s Algorithm, Normal-Exponential-Gamma distribution, ‎special‎ ‎function, 62F15, 62J07
Delphine Blanke, Céline Vial
Electron. J. Statist. 8 (1), 1152-1187, (2014) DOI: 10.1214/14-EJS925 Open Access
KEYWORDS: Inference for Gaussian processes, locally stationary process, divided differences, quadratic variations, unevenly spaced data, 62M05, 62M09, 62F12, 60G15, 60G17, 65D05
Larry Wasserman, Mladen Kolar, Alessandro Rinaldo
Electron. J. Statist. 8 (1), 1188-1224, (2014) DOI: 10.1214/14-EJS928 Open Access
KEYWORDS: graphical models, High dimensional inference, 62H12, 62H10
Eric B. Laber, Daniel J. Lizotte, Min Qian, William E. Pelham, Susan A. Murphy
Electron. J. Statist. 8 (1), 1225-1272, (2014) DOI: 10.1214/14-EJS920 Open Access
KEYWORDS: Personalized medicine, data-driven decision making, nonregular inference, adaptive confidence intervals
James Robins, Andrea Rotnitzky
Electron. J. Statist. 8 (1), 1273-1289, (2014) DOI: 10.1214/14-EJS908 Open Access
No abstract available
Yair Goldberg, Rui Song, Donglin Zeng, Michael R. Kosorok
Electron. J. Statist. 8 (1), 1290-1300, (2014) DOI: 10.1214/14-EJS905 Open Access
Jesse Y. Hsu, Dylan S. Small
Electron. J. Statist. 8 (1), 1301-1308, (2014) DOI: 10.1214/14-EJS906 Open Access
No abstract available
Moulinath Banerjee
Electron. J. Statist. 8 (1), 1309-1311, (2014) DOI: 10.1214/14-EJS907 Open Access
KEYWORDS: asymptotic bias, dynamic treatment regime, non-regularity, Q-function, 62C05
Eric B. Laber, Daniel J. Lizotte, Min Qian, William E. Pelham, Susan A. Murphy
Electron. J. Statist. 8 (1), 1312-1321, (2014) DOI: 10.1214/14-EJS920REJ Open Access
No abstract available
Liping Tong, Hans W. Volkmer, Jie Yang
Electron. J. Statist. 8 (1), 1322-1344, (2014) DOI: 10.1214/14-EJS926 Open Access
KEYWORDS: Analytic solution, D-optimal design, factorial design, generalized linear model, Karush-Kuhn-Tucker condition, 62K05, 62K15
Gongjun Xu, Bodhisattva Sen, Zhiliang Ying
Electron. J. Statist. 8 (1), 1345-1379, (2014) DOI: 10.1214/14-EJS927 Open Access
KEYWORDS: Change-point in time, (in)-consistency of bootstrap, $m$-out-of-$n$ bootstrap, non-standard asymptotics, smoothed bootstrap, 62N02, 62G09
Jean-Bernard Salomond
Electron. J. Statist. 8 (1), 1380-1404, (2014) DOI: 10.1214/14-EJS929 Open Access
KEYWORDS: Density estimation, Bayesian inference, concentration rate, 62G07, 62G20
Lutz Dümbgen, Kaspar Rufibach, Dominic Schuhmacher
Electron. J. Statist. 8 (1), 1405-1437, (2014) DOI: 10.1214/14-EJS930 Open Access
KEYWORDS: Active set algorithm, binning, cure parameter, expectation-maximization algorithm, interval-censoring, qualitative constraints, right-censoring, 62G07, 62N01, 62N02, 65C60
Alexander Sokol, Marloes H. Maathuis, Benjamin Falkeborg
Electron. J. Statist. 8 (1), 1438-1459, (2014) DOI: 10.1214/14-EJS932 Open Access
KEYWORDS: Independent component analysis, LiNGAM, Identifiability, Kolmogorov norm, contaminated distribution, Asymptotic statistics, empirical process, linear structural equation model, 62F12, 62F35
Ngai Hang Chan, Kun Chen, Chun Yip Yau
Electron. J. Statist. 8 (1), 1460-1490, (2014) DOI: 10.1214/14-EJS930A Open Access
KEYWORDS: coverage error, Edgeworth expansion, periodogram, Whittle likelihood, 62F10, 62M10
Mark S. Handcock, Krista J. Gile, Corinne M. Mar
Electron. J. Statist. 8 (1), 1491-1521, (2014) DOI: 10.1214/14-EJS923 Open Access
KEYWORDS: Hard-to-reach population sampling, network sampling, social networks, successive sampling, model-based survey sampling, 91D30, 62D05, 60K35
Dominique Bontemps, Sébastien Gadat
Electron. J. Statist. 8 (1), 1522-1568, (2014) DOI: 10.1214/14-EJS933 Open Access
KEYWORDS: Grenander’s pattern theory, Shape invariant model, Bayesian methods, convergence rate of posterior distribution, Non-parametric estimation, 62G05, 62F15, 62G20
Yuliya Marchetti, Qing Zhou
Electron. J. Statist. 8 (1), 1569-1603, (2014) DOI: 10.1214/14-EJS934 Open Access
KEYWORDS: clustering, Sparsity, concave regularization, Coordinate descent, MM algorithm, 62H30, 62J07, 68T05
Denis Bosq, María D. Ruiz-Medina
Electron. J. Statist. 8 (1), 1604-1640, (2014) DOI: 10.1214/14-EJS935 Open Access
KEYWORDS: Asymptotic relative efficiency, Bayesian estimation, Hilbert valued Gaussian random variable, Hilbert valued Poisson process, 62M10, 62M20, 62C10, 65F15
Maria Kelly Venezuela, Rinaldo Artes
Electron. J. Statist. 8 (1), 1641-1660, (2014) DOI: 10.1214/14-EJS936 Open Access
KEYWORDS: estimating equations, diagnostic techniques, zero inflated data, 62J20, 62J12, 62H12
L. Montuelle, E. Le Pennec
Electron. J. Statist. 8 (1), 1661-1695, (2014) DOI: 10.1214/14-EJS939 Open Access
KEYWORDS: Mixture of Gaussian regressions models, mixture of regressions models, penalized likelihood, Model selection, 62G08
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