Elodie Brunel, Fabienne Comte
Electron. J. Statist. 3, 1-24, (2009) DOI: 10.1214/08-EJS209 Open Access
KEYWORDS: adaptive estimation, Current status data, Minimax rate, interval censoring, nonparametric estimator, Penalized contrast, 62G05, 62G20
Yuliya V. Martsynyuk
Electron. J. Statist. 3, 25-40, (2009) DOI: 10.1214/08-EJS233 Open Access
KEYWORDS: Lindeberg’s condition, symmetric random variable, Student statistic, Student process, Wiener process, functional central limit theorem, sup-norm approximation in probability, functional asymptotic confidence interval, 60F17, 60G50, 62G15
Lutz Dümbgen, Arne Kovac
Electron. J. Statist. 3, 41-75, (2009) DOI: 10.1214/08-EJS216 Open Access
KEYWORDS: conditional means, conditional quantiles, modality, Penalization, uniform consistency, Total variation, tube method, 62G08, 62G35
Avrim Blum, Amin Coja-Oghlan, Alan Frieze, Shuheng Zhou
Electron. J. Statist. 3, 76-113, (2009) DOI: 10.1214/08-EJS289 Open Access
KEYWORDS: mixture of product distributions, clustering, small sample, spectral analysis, 60K35, 60K35, 60K35
S. Boucheron, E. Gassiat
Electron. J. Statist. 3, 114-148, (2009) DOI: 10.1214/08-EJS262 Open Access
KEYWORDS: Bernstein-von Mises theorem, Entropy estimation, non-parametric Bayesian statistics, discrete models, Concentration inequalities, 60K35, 60K35, 60K35
Dana Draghicescu, Rosaria Ignaccolo
Electron. J. Statist. 3, 149-164, (2009) DOI: 10.1214/08-EJS252 Open Access
KEYWORDS: threshold exceedance probability, PM_10, smoothing, spatial interpolation, spatial time series, visualization, 62-09, 62G99
H. Jabbari, M. Jabbari, H.A. Azarnoosh
Electron. J. Statist. 3, 165-175, (2009) DOI: 10.1214/07-EJS066 Open Access
KEYWORDS: covariance function, Exponential inequality, negative association, 60F15, 60K35, 62G20
Charles Mitchell, Sara van de Geer
Electron. J. Statist. 3, 176-204, (2009) DOI: 10.1214/08-EJS254 Open Access
KEYWORDS: 62G05, 62G20
Christophe Ambroise, Julien Chiquet, Catherine Matias
Electron. J. Statist. 3, 205-238, (2009) DOI: 10.1214/08-EJS314 Open Access
KEYWORDS: Gaussian graphical model, mixture model, ℓ_1-penalization, Model selection, variational inference, EM algorithm, 62H20, 62J07, 62H30
Roberto Casarin, Jean-Michel Marin
Electron. J. Statist. 3, 239-258, (2009) DOI: 10.1214/08-EJS256 Open Access
KEYWORDS: Online data processing, Bayesian estimation, regularized particle filters, stochastic volatility models, 65C60
Charles J. Geyer
Electron. J. Statist. 3, 259-289, (2009) DOI: 10.1214/08-EJS349 Open Access
KEYWORDS: exponential family, existence of maximum likelihood estimate, Barndorff-Nielsen completion, 62F99, 52B55
Daniel Heinz
Electron. J. Statist. 3, 290-315, (2009) DOI: 10.1214/08-EJS269 Open Access
KEYWORDS: Hyper Markov law, stick-breaking measure, non-parametric prior, decomposable graphical distribution, covariance selection, 36E05, 62G99
Yuefeng Wu, Subhashis Ghosal
Electron. J. Statist. 3, 316-317, (2009) DOI: 10.1214/09-EJS406 Open Access
No abstract available
Tatiyana V. Apanasovich, Raymond J. Carroll, Arnab Maity
Electron. J. Statist. 3, 318-348, (2009) DOI: 10.1214/08-EJS341 Open Access
KEYWORDS: Berkson measurement errors, measurement error, misspecified models, Nonparametric regression, radiation epidemiology, semiparametric models, SIMEX, simulation-extrapolation, standard error estimation, uniform expansions, 62G05, 62H12, 62F12, 62J05
Alberto Carabarin Aguirre, B. Gail Ivanoff
Electron. J. Statist. 3, 349-375, (2009) DOI: 10.1214/08-EJS340 Open Access
KEYWORDS: Survival analysis, cumulative hazard function, Censored data, adapted random set, set-indexed martingale, 62N01, 62N02, 60G48
Tibor K. Pogány, Saralees Nadarajah
Electron. J. Statist. 3, 376-383, (2009) DOI: 10.1214/09-EJS380 Open Access
KEYWORDS: Appell’s hypergeometric functions $F_2$, $F_4$, first-order intrinsic autoregression, hypergeometric $_3F_2$, $_4F_3$, variogram, 62M10, 33C65, 33C90, 62M20
Yiyuan She
Electron. J. Statist. 3, 384-415, (2009) DOI: 10.1214/08-EJS348 Open Access
KEYWORDS: Sparsity, nonconvex penalties, thresholding, model selection & shrinkage, Lasso, ridge, SCAD, 62J07, 62J05
Jean-Christophe Breton, Ivan Nourdin, Giovanni Peccati
Electron. J. Statist. 3, 416-425, (2009) DOI: 10.1214/09-EJS366 Open Access
KEYWORDS: Concentration inequalities, exact confidence intervals, fractional Brownian motion, Hurst parameter, 60G15, 60F05, 60H07
Elias Ould-Saïd, Djabrane Yahia, Abdelhakim Necir
Electron. J. Statist. 3, 426-445, (2009) DOI: 10.1214/08-EJS306 Open Access
KEYWORDS: Kernel estimator, quantile function, rate of convergence, Strong mixing, Strong uniform consistency, truncated data, 62G05, 62G20
Alessandro Rinaldo, Stephen E. Fienberg, Yi Zhou
Electron. J. Statist. 3, 446-484, (2009) DOI: 10.1214/08-EJS350 Open Access
KEYWORDS: exponential families, normal cone, maximum likelihood estimates, exponential random graphs, 62F99, 62F99
Brent A. Johnson
Electron. J. Statist. 3, 485-506, (2009) DOI: 10.1214/08-EJS322 Open Access
KEYWORDS: Accelerated failure time model, Buckley-James estimator, least angle regression, Survival analysis, synthetic data
O. Zobay
Electron. J. Statist. 3, 507-545, (2009) DOI: 10.1214/08-EJS339 Open Access
KEYWORDS: Bayesian nonparametrics, approximation methods, variational inference, Density estimation, 62E17, 62G07
Zuoxiang Peng, Jiaona Li, Saralees Nadarajah
Electron. J. Statist. 3, 546-556, (2009) DOI: 10.1214/08-EJS303 Open Access
KEYWORDS: Almost sure convergence, order statistics, 62F15, 60G70, 60F15
Sylvain Arlot
Electron. J. Statist. 3, 557-624, (2009) DOI: 10.1214/08-EJS196 Open Access
KEYWORDS: Non-parametric statistics, Resampling, exchangeable weighted bootstrap, Model selection, Penalization, Non-parametric regression, Adaptivity, heteroscedastic data, regressogram, histogram selection, 62G09, 62G08, 62M20
Ehab F. Abd-Elfattah
Electron. J. Statist. 3, 625-632, (2009) DOI: 10.1214/09-EJS371 Open Access
KEYWORDS: independence tests, Linear rank test, permutation distribution, saddlepoint approximation
Chuanwen Chen, Arthur Cohen, Harold B. Sackrowitz
Electron. J. Statist. 3, 633-650, (2009) DOI: 10.1214/09-EJS391 Open Access
KEYWORDS: backward method, exponential family, forward method, Linear regression, step-down procedures, step-up procedures, Variable selection, 62F03, 62C15, 62J05
Clayton Scott, Gowtham Bellala, Rebecca Willett
Electron. J. Statist. 3, 651-677, (2009) DOI: 10.1214/09-EJS363 Open Access
KEYWORDS: statistical learning theory, Generalization error, False discovery rate, 62H30, 68T05
Etienne Roquain, Mark A. van de Wiel
Electron. J. Statist. 3, 678-711, (2009) DOI: 10.1214/09-EJS430 Open Access
KEYWORDS: False discovery rate, multiple testing, p-value weighting, power maximization, 62J15, 62G10
Yuri Golubev, Vladimir Spokoiny
Electron. J. Statist. 3, 712-746, (2009) DOI: 10.1214/09-EJS352 Open Access
KEYWORDS: Exponential risk bounds, Rate function, quasi maximum likelihood, smooth contrast, 62F10, 62J12, 62F25
P.L. Davies, A. Kovac
Electron. J. Statist. 3, 747-780, (2009) DOI: 10.1214/08-EJS298 Open Access
KEYWORDS: Modality, non-parametric regression, penalization, regularization, total variation, 62G08, 62G15, 62P35, 82D25
Dabao Zhang, Yanzhu Lin, Min Zhang
Electron. J. Statist. 3, 781-796, (2009) DOI: 10.1214/09-EJS354 Open Access
KEYWORDS: Empirical Bayes thresholding, Latent-variable model, p≫n data, POCRE, Sparse predictors, Supervised dimension reduction, 62J05, 62H20, 62J07
N.D. Pearce, M.P. Wand
Electron. J. Statist. 3, 797-823, (2009) DOI: 10.1214/09-EJS428 Open Access
KEYWORDS: best linear unbiased prediction, ‎classification‎, generalized linear mixed models, machine learning, linear mixed models, reproducing kernel Hilbert spaces, penalized likelihood, Support vector machines
Sébastien Loustau
Electron. J. Statist. 3, 824-850, (2009) DOI: 10.1214/08-EJS316 Open Access
Zuoxiang Peng, Ping Wang, Saralees Nadarajah
Electron. J. Statist. 3, 851-864, (2009) DOI: 10.1214/09-EJS443 Open Access
KEYWORDS: almost sure limit theorem, complete and incomplete samples, Limiting distribution, Maximum, stationary Gaussian sequence, 62F15, 60G70, 60F15
Aurore Delaigle, Peter Hall, Tatiyana V. Apanasovich
Electron. J. Statist. 3, 865-885, (2009) DOI: 10.1214/09-EJS379 Open Access
KEYWORDS: cross-validation, eigenfunction, eigenvector, Functional data analysis, Functional linear regression, mean squared error, orthogonal series, Principal Component Analysis, rate of convergence, weighted linear regression, 62J05, 62G05
Ali Al-Sharadqah, Nikolai Chernov
Electron. J. Statist. 3, 886-911, (2009) DOI: 10.1214/09-EJS419 Open Access
KEYWORDS: Least squares fit, curve fitting, circle fitting, algebraic fit, error analysis, variance, bias, functional model, 60K35, 60K35, 60K35
Chuanwen Chen, Arthur Cohen, Harold B. Sackrowitz
Electron. J. Statist. 3, 912-931, (2009) DOI: 10.1214/09-EJS392 Open Access
KEYWORDS: Admissibility, Chi-square test, consistency, Contingency table, Fisher’s exact test, full multinomial model, independent Poisson model, ordered categories, 62H17, 62C15, 62F03
Nanny Wermuth, Giovanni M. Marchetti, D.R. Cox
Electron. J. Statist. 3, 932-955, (2009) DOI: 10.1214/09-EJS439 Open Access
KEYWORDS: Graphical Markov models, linear in probability models, log-linear models, recursive generating processes, 62E10, 62H17, 62H20
Ngai Hang Chan, Chi Tim Ng
Electron. J. Statist. 3, 956-992, (2009) DOI: 10.1214/09-EJS452 Open Access
KEYWORDS: asymptotic normality, consistency, non-stationary GARCH model, Oseledec’s multiplicative ergodic theorem, Product of random matrices, quasi-maximum likelihood estimator, 62G30, 62M10
Christian Y. Robert, Johan Segers, Christopher A.T. Ferro
Electron. J. Statist. 3, 993-1020, (2009) DOI: 10.1214/08-EJS345 Open Access
KEYWORDS: Clusters of extremes, extremal index, FTSE 100, intervals estimator, max-autoregressive process, moving maximum process, maximal correlation coefficient, Mixing coefficient, sample maximum, stationary time series, 60G70, 62E20, 62G20, 62G32
Shojaeddin Chenouri, Majid Mojirsheibani, Zahra Montazeri
Electron. J. Statist. 3, 1021-1038, (2009) DOI: 10.1214/09-EJS420 Open Access
KEYWORDS: Exponential bounds, Vapnik-Chervonenkis, distribution function, ‎classification‎, consistency, 60G50, 62G15, 62H30
Cosma Rohilla Shalizi
Electron. J. Statist. 3, 1039-1074, (2009) DOI: 10.1214/09-EJS485 Open Access
KEYWORDS: Asymptotic equipartition, Bayesian consistency, Bayesian nonparametrics, Egorov’s theorem, large deviations, posterior convergence, replicator dynamics, sofic systems, 62C10, 62G20, 62M09, 60F10, 62M05, 92D15, 94A17
Prasanna Rangarajan, Kenichi Kanatani
Electron. J. Statist. 3, 1075-1082, (2009) DOI: 10.1214/09-EJS488 Open Access
KEYWORDS: circle fitting, least squares, algebraic fit, error analysis, bias removal, 68T10, 68K45, 68K40
Pierre Neuvial
Electron. J. Statist. 3, 1083, (2009) DOI: 10.1214/09-EJS519 Open Access
No abstract available
Thanh Mai Pham Ngoc
Electron. J. Statist. 3, 1084-1112, (2009) DOI: 10.1214/09-EJS466 Open Access
KEYWORDS: Nonparametric regression, random design, warped wavelets, Bayesian methods, 62G05, 62G08, 62G20, 62C10
Davide Di Cecco
Electron. J. Statist. 3, 1113-1132, (2009) DOI: 10.1214/09-EJS478 Open Access
KEYWORDS: Markov exchangeability, multiple binary sequences, Bahadur/Lancaster’s interaction, 60G09, 62M99
Philipp Rütimann, Peter Bühlmann
Electron. J. Statist. 3, 1133-1160, (2009) DOI: 10.1214/09-EJS534 Open Access
KEYWORDS: concentration matrix, Covariance matrix, directed acyclic graphs, graphical lasso, High-dimensional data, PC-algorithm, 62H12, 62F12
Sarah C. Emerson, Art B. Owen
Electron. J. Statist. 3, 1161-1192, (2009) DOI: 10.1214/09-EJS518 Open Access
KEYWORDS: empirical likelihood, nonparametric hypothesis testing, multivariate hypothesis testing, 62G10, 62H15
David Ruppert, M.P. Wand, Raymond J. Carroll
Electron. J. Statist. 3, 1193-1256, (2009) DOI: 10.1214/09-EJS525 Open Access
KEYWORDS: asymptotics, boosting, BUGS, Functional data analysis, generalized linear mixed models, graphical models, hierarchical Bayesian models, Kernel machines, longitudinal data analysis, mixed models, Monte Carlo methods, penalized splines, spatial statistics, 60-02, 60G05, 60G08
Florentina Bunea, Adrian Barbu
Electron. J. Statist. 3, 1257-1287, (2009) DOI: 10.1214/09-EJS537 Open Access
KEYWORDS: Case-control studies, Model selection, Dimension reduction, logistic regression, Lasso, regularization, prospective sampling, retrospective sampling, bisection method, 62J12, 62J07, 62K99
Nicolai Meinshausen
Electron. J. Statist. 3, 1288-1304, (2009) DOI: 10.1214/09-EJS434 Open Access
KEYWORDS: nonnegative garrote, random forests, Sparsity, tree ensembles, 62G08
James Robins, Eric Tchetgen Tchetgen, Lingling Li, Aad van der Vaart
Electron. J. Statist. 3, 1305-1321, (2009) DOI: 10.1214/09-EJS479 Open Access
KEYWORDS: Nonlinear functional, nonparametric estimation, Hellinger distance, missing data, Hellinger affinity, mixtures, 62G05, 62G20, 62F25
Leif Boysen, Sophie Bruns, Axel Munk
Electron. J. Statist. 3, 1322-1359, (2009) DOI: 10.1214/08-EJS204 Open Access
KEYWORDS: Change-point estimation, Deconvolution, jump estimation, asymptotic normality, positive definite functions, native Hilbert spaces, entropy bounds, reproducing kernel Hilbert spaces, singular kernels, total positivity, 62G05, 62G20, 42A82, 46E22
Sara A. van de Geer, Peter Bühlmann
Electron. J. Statist. 3, 1360-1392, (2009) DOI: 10.1214/09-EJS506 Open Access
KEYWORDS: Coherence, compatibility, Irrepresentable Condition, Lasso, Restricted eigenvalue, restricted isometry, Sparsity, 62C05, 62G05, 62J07, 94A12
Alexandra Chronopoulou, Frederi G. Viens, Ciprian A. Tudor
Electron. J. Statist. 3, 1393-1435, (2009) DOI: 10.1214/09-EJS423 Open Access
KEYWORDS: multiple Wiener integral, Rosenblatt process, fractional Brownian motion, Non-central limit theorem, Quadratic Variation, self-similarity, Malliavin calculus, Parameter estimation, 60G18, 60F05, 60H05, 62F12
Arthur Berg, Dimitris Politis
Electron. J. Statist. 3, 1436-1454, (2009) DOI: 10.1214/09-EJS396 Open Access
KEYWORDS: bandwidth, Cumulative distribution function, deficiency, infinite-order kernels, nonparametric estimation, survival function, 62G05, 62N02, 62N02, 62P10
Ryan Martin, Surya T. Tokdar
Electron. J. Statist. 3, 1455-1472, (2009) DOI: 10.1214/09-EJS458 Open Access
KEYWORDS: Almost supermartingale, Density estimation, Empirical Bayes, Kullback-Leibler projection, Mixture models, 62G20, 62G05, 62G07, 62G35
Hui Zhou, Wei Pan, Xiaotong Shen
Electron. J. Statist. 3, 1473-1496, (2009) DOI: 10.1214/09-EJS487 Open Access
KEYWORDS: Covariance estimation, EM algorithm, Gaussian graphical models, High-dimension but low-sample size, $L_1$ penalization, normal mixtures, penalized likelihood, semi-supervised learning, 62H30
Daryl Geller, Xiaohong Lan, Domenico Marinucci
Electron. J. Statist. 3, 1497-1530, (2009) DOI: 10.1214/09-EJS448 Open Access
KEYWORDS: Spin random fields, spin needlets, CMB polarization, angular power spectrum estimation, fibre bundles, 60G60, 62M15, ‎42C40, 33C55, 58J05
Art B. Owen
Electron. J. Statist. 3, 1531-1541, (2009) DOI: 10.1214/09-EJS541 Open Access
Marian Grendár, George Judge
Electron. J. Statist. 3, 1542-1555, (2009) DOI: 10.1214/09-EJS528 Open Access
KEYWORDS: empirical estimating equations, generalized minimum contrast, empirical likelihood, euclidean empirical likelihood, generalized empirical likelihood, affine empty set problem, empirical likelihood bootstrap, Model selection, 62F10
Stefano Favaro, Matteo Ruggiero, Stephen G. Walker
Electron. J. Statist. 3, 1556-1566, (2009) DOI: 10.1214/09-EJS563 Open Access
KEYWORDS: random probability measure, Dirichlet process, Blackwell-MacQueen Pólya urn scheme, Gibbs sampler, Bayesian nonparametrics
Hanna K. Jankowski, Jon A. Wellner
Electron. J. Statist. 3, 1567-1605, (2009) DOI: 10.1214/09-EJS526 Open Access
KEYWORDS: maximum likelihood, monotone mass function, rearrangement, rate of convergence, limit distributions, nonparametric estimation, shape restriction, Grenander estimator, 62E20, 62F12, 62G07, 62G30, 62C15, 62F20
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