Xiao Wang, Jinglai Shen, David Ruppert
Electron. J. Statist. 5, 1-17, (2011) DOI: 10.1214/10-EJS593
KEYWORDS: Boundary kernel, difference penalty, equivalent kernel, Green’s function, P-spline, 62G08, 62G20, 62G05
Nicholas Mitsakakis, Hélène Massam, Michael D. Escobar
Electron. J. Statist. 5, 18-30, (2011) DOI: 10.1214/11-EJS594
KEYWORDS: Gaussian graphical models, G-Wishart distribution, Metropolis-Hastings algorithm, non-decomposable graphs, deviance information criterion
Heng Lian
Electron. J. Statist. 5, 31-40, (2011) DOI: 10.1214/11-EJS595
KEYWORDS: Functional response models, Martingale difference sequence, nearest neighbor estimate, rates of convergence, 62G08, 62G20
Markus Pauly
Electron. J. Statist. 5, 41-52, (2011) DOI: 10.1214/11-EJS596
KEYWORDS: Resampling, bootstrap, Martingales, Hypothesis testing, 62G09, 62G10, 62G20
Marianna Pensky, Theofanis Sapatinas
Electron. J. Statist. 5, 53-82, (2011) DOI: 10.1214/11-EJS597
KEYWORDS: Adaptivity, badly approximable tuples, Besov spaces, diophantine approximation, functional deconvolution, Fourier analysis, Meyer wavelets, nonparametric estimation, wavelet analysis, 62G05, 11K60, 62G08, 35L05
Michael J. Malloy, Luke A. Prendergast, Robert G. Staudte
Electron. J. Statist. 5, 83-101, (2011) DOI: 10.1214/11-EJS598
KEYWORDS: weighted least squares, generalized linear model, 62J05, 62J12
Ismaël Castillo, Eric Cator
Electron. J. Statist. 5, 102-126, (2011) DOI: 10.1214/11-EJS599
KEYWORDS: semi-parametric models, non-regular case, Gaussian white noise models, estimation of the center of symmetry, 62G05, 62G20
Pierre Alquier, Karim Lounici
Electron. J. Statist. 5, 127-145, (2011) DOI: 10.1214/11-EJS601
KEYWORDS: Sparsity oracle inequality, high-dimensional regression, Exponential weights, PAC-Bayesian inequalities, 62J07, 62J05, 62G08, 62F15, 62B10, 68T05
R. Dennis Cook, Liliana Forzani
Electron. J. Statist. 5, 146-158, (2011) DOI: 10.1214/11-EJS602
KEYWORDS: inverse Wishart distribution, Moore-Penrose generalized inverse, singular inverse Wishart distributions, tensor functions, 62H05, 62E15
Frédéric Ferraty, Ali Laksaci, Amel Tadj, Philippe Vieu
Electron. J. Statist. 5, 159-171, (2011) DOI: 10.1214/11-EJS600
KEYWORDS: Uniform almost complete convergence, kernel estimators, functional data, Entropy, semi-metric space, 62G08
Dominique Fourdrinier, Éric Marchand, Ali Righi, William E. Strawderman
Electron. J. Statist. 5, 172-191, (2011) DOI: 10.1214/11-EJS603
KEYWORDS: Predictive estimation, risk function, quadratic loss, Kullback-Leibler loss, uniform priors, Bayes estimators, convex sets, cones, multivariate normal, 62C15, 62C20, 62F10, 62H12
Aad van der Vaart, Jon A. Wellner
Electron. J. Statist. 5, 192-203, (2011) DOI: 10.1214/11-EJS605
KEYWORDS: empirical process, modulus of continuity, minimum contrast estimator, rate of convergence, 60K35
Gérard Biau, Frédéric Chazal, David Cohen-Steiner, Luc Devroye, Carlos Rodríguez
Electron. J. Statist. 5, 204-237, (2011) DOI: 10.1214/11-EJS606
KEYWORDS: Geometric inference, Level sets, Density estimation, k-nearest neighbor estimate, weighted estimate, consistency, rates of convergence, central limit theorem, strong approximation, 62G07, 62G05, 62G20
Daqing Wang, Wei-Liem Loh
Electron. J. Statist. 5, 238-269, (2011) DOI: 10.1214/11-EJS607
KEYWORDS: asymptotic normality, covariance tapering, fixed-domain asymptotics, Gaussian random field, Matérn covariance, maximum likelihood estimation, spatial statistics, strong consistency, 62M30, 62E20, 62G15
Catia Scricciolo
Electron. J. Statist. 5, 270-308, (2011) DOI: 10.1214/11-EJS604
KEYWORDS: Bayesian density estimation, mixture of exponential power distributions, posterior consistency, posterior distribution, rate of convergence, sieve, 62G07, 62G20
Masao Ueki, Yoshinori Kawasaki
Electron. J. Statist. 5, 309-328, (2011) DOI: 10.1214/11-EJS608
KEYWORDS: Automatic grouping, Lasso, smooth-thresholding, Variable selection, 62J07, 62J10
Subhashis Ghosal, Anindya Roy
Electron. J. Statist. 5, 329-341, (2011) DOI: 10.1214/11-EJS609
KEYWORDS: Identifiability, Mixture models, multiple testing, skew-normal distribution, 62E10, 62G99
Zhengjun Zhang, Yongcheng Qi, Xiwen Ma
Electron. J. Statist. 5, 342-372, (2011) DOI: 10.1214/11-EJS610
KEYWORDS: Dependence measures, rank-preserving scale regeneration, distribution free test, Fisher’s Z-transformation tests, gamma tests, χ2 tests, order statistics, conditional expectation, 62H20, 62G10, 62G30
Haralambie Leahu
Electron. J. Statist. 5, 373-404, (2011) DOI: 10.1214/11-EJS611
KEYWORDS: Nonparametric Bernstein-von Mises Theorem, 62G08, 62G20, 60B12, 60F05, 62J05, 28C20
Burcu Aydın, Gábor Pataki, Haonan Wang, Alim Ladha, Elizabeth Bullitt, J.S. Marron
Electron. J. Statist. 5, 405-420, (2011) DOI: 10.1214/11-EJS612
KEYWORDS: visualization, data cleaning, tree structure, descendant-level view, brain arteries, 62-09, 62-07
Emilio Seijo, Bodhisattva Sen
Electron. J. Statist. 5, 421-439, (2011) DOI: 10.1214/11-EJS613
KEYWORDS: Change-point, compound Poisson process, Cox proportional hazards model, multiple maximizers, Skorohod spaces with multidimensional parameter
Salim Bouzebda, Issam Elhattab
Electron. J. Statist. 5, 440-459, (2011) DOI: 10.1214/11-EJS614
KEYWORDS: Entropy, Kernel estimation, uniform in bandwidth, consistency, 62F12, 62F03, 62G30, 60F17, 62E20
Aba Diop, Aliou Diop, Jean-François Dupuy
Electron. J. Statist. 5, 460-483, (2011) DOI: 10.1214/11-EJS616
KEYWORDS: zero-inflation, maximum likelihood estimation, consistency, asymptotic normality, simulations, 62J12, 62F12
Yuri Ingster, Natalia Stepanova
Electron. J. Statist. 5, 484-506, (2011) DOI: 10.1214/11-EJS615
KEYWORDS: nonparametric estimation, nonparametric signal detection, Gaussian white noise, multivariate functions, anisotropic smoothness, 62G10, 62G20
Hamdi Raïssi
Electron. J. Statist. 5, 507-533, (2011) DOI: 10.1214/11-EJS617
KEYWORDS: Linear causality in mean, VAR models, high dimensional processes, large autoregressive order, causality in variance, weak errors, 62M10, 91B84
Matthieu Lerasle, Daniel Y. Takahashi
Electron. J. Statist. 5, 534-571, (2011) DOI: 10.1214/11-EJS618
KEYWORDS: Ising model, Model selection, computationally efficient algorithm, 62M40, 62M45
Jeff Goldsmith, Matt P. Wand, Ciprian Crainiceanu
Electron. J. Statist. 5, 572-602, (2011) DOI: 10.1214/11-EJS619
KEYWORDS: Approximate Bayesian inference, Markov chain Monte Carlo, penalized splines
Robert Davies, Christopher Withers, Saralees Nadarajah
Electron. J. Statist. 5, 603-618, (2011) DOI: 10.1214/11-EJS620
KEYWORDS: Confidence interval, estimation, optimization, two-phase regression, 62F25
Lie Wang, Lawrence D. Brown, T. Tony Cai
Electron. J. Statist. 5, 619-641, (2011) DOI: 10.1214/11-EJS621
KEYWORDS: Asymptotic efficiency, difference-based method, kernel method, wavelet thresholding method, Partial linear model, Semiparametric model, 60K35
Justin S. Dyer, Art B. Owen
Electron. J. Statist. 5, 642-668, (2011) DOI: 10.1214/11-EJS622
KEYWORDS: copula, bivariate Zipf, bipartite preferential attachment, preferential attachment, Zipf–Mandelbrot, 00A66, 90B15, 91D30
Pascal Massart, Caroline Meynet
Electron. J. Statist. 5, 669-687, (2011) DOI: 10.1214/11-EJS623
KEYWORDS: Lasso, ℓ_1-oracle inequalities, model selection by penalization, ℓ_1-balls, generalized linear Gaussian model
Sara van de Geer, Peter Bühlmann, Shuheng Zhou
Electron. J. Statist. 5, 688-749, (2011) DOI: 10.1214/11-EJS624
KEYWORDS: Adaptive LASSO, estimation, prediction, Restricted eigenvalue, thresholding, Variable selection, 62J07, 62G08
Pierre Alquier, Paul Doukhan
Electron. J. Statist. 5, 750-774, (2011) DOI: 10.1214/11-EJS626
KEYWORDS: Estimation in high dimension, Weak dependence, Sparsity, deviation of empirical mean, Penalization, Lasso, Regression estimation, Density estimation, 62J07, 62M10, 62J05, 62G07, 62G08
Christophe Giraud
Electron. J. Statist. 5, 775-799, (2011) DOI: 10.1214/11-EJS625
KEYWORDS: multivariate regression, Random matrix, Ky-Fan norms, Estimator selection, 62H99, 60B20, 62J05
Dawn B. Woodard, David S. Matteson, Shane G. Henderson
Electron. J. Statist. 5, 800-828, (2011) DOI: 10.1214/11-EJS627
KEYWORDS: stationary, time series, Ergodic, Feller, drift conditions, irreducibility, 62M10
Florent Autin, Jean-Marc Freyermuth, Rainer von Sachs
Electron. J. Statist. 5, 829-855, (2011) DOI: 10.1214/11-EJS628
KEYWORDS: Besov spaces, Curve estimation, CART, maxiset and oracle approaches, rate of convergence, Thresholding methods, tree structure, wavelet estimators, 62G05, 62G20, 41A25, ‎42C40, 65T60
Rafał Kulik, Cornelia Wichelhaus
Electron. J. Statist. 5, 856-898, (2011) DOI: 10.1214/11-EJS629
KEYWORDS: long memory, Nonparametric regression, random design, conditional variance, Density estimation, 62G05, 62G08, 62E20, 62M10
Amber Tomas, Krista J. Gile
Electron. J. Statist. 5, 899-934, (2011) DOI: 10.1214/11-EJS630
KEYWORDS: respondent driven sampling, non-response
Pradeep Ravikumar, Martin J. Wainwright, Garvesh Raskutti, Bin Yu
Electron. J. Statist. 5, 935-980, (2011) DOI: 10.1214/11-EJS631
KEYWORDS: Covariance, Concentration, precision, Sparsity, Gaussian graphical models, ℓ_1 regularization, 62F12, 62F30
Abel Rodríguez, Alex Lenkoski, Adrian Dobra
Electron. J. Statist. 5, 981-1014, (2011) DOI: 10.1214/11-EJS634
KEYWORDS: covariance selection, Gaussian graphical model, mixture model, Dirichlet process, Hidden Markov model, nonparametric Bayes inference, 62F15, 62H25, 62H30, 62M10
Sophie Lambert-Lacroix, Laurent Zwald
Electron. J. Statist. 5, 1015-1053, (2011) DOI: 10.1214/11-EJS635
KEYWORDS: Adaptive LASSO, concomitant scale, Huber’s criterion, oracle property, robust estimation
Jérémie Bigot, Benjamin Charlier
Electron. J. Statist. 5, 1054-1089, (2011) DOI: 10.1214/11-EJS633
KEYWORDS: Mean pattern estimation, Fréchet mean, shape analysis, deformable models, Curve registration, image warping, geometric variability, High-dimensional data, 62G08, ‎42C40
Jimmy Olsson, Jonas Ströjby
Electron. J. Statist. 5, 1090-1122, (2011) DOI: 10.1214/11-EJS632
KEYWORDS: Auxiliary particle filter, EM algorithm, exact algorithm, generalised Poisson estimator, partially observed diffusion process, sequential Monte Carlo, 62M09, 65C05
Michael McCoy, Joel A. Tropp
Electron. J. Statist. 5, 1123-1160, (2011) DOI: 10.1214/11-EJS636
KEYWORDS: robustness, Principal Component Analysis, semidefinite relaxation, leverage, Duality, 60H25, 62G35, 90C22
Olga Klopp
Electron. J. Statist. 5, 1161-1183, (2011) DOI: 10.1214/11-EJS637
KEYWORDS: Matrix completion, low rank matrix estimation, recovery of the rank, Statistical learning, 62J99, 62H12, 60B20, 60G15
Mohamed Hebiri, Sara van de Geer
Electron. J. Statist. 5, 1184-1226, (2011) DOI: 10.1214/11-EJS638
KEYWORDS: Lasso, elastic-net, LARS, Sparsity, Variable selection, restricted eigenvalues, High-dimensional data, 62J05, 62J07, 62H20, 62F12
Curtis B. Storlie, Jan Hannig, Thomas C.M. Lee
Electron. J. Statist. 5, 1227-1275, (2011) DOI: 10.1214/11-EJS639
KEYWORDS: Data association, in-fill asymptotics, multiple hypothesis tracking, multiple target tracking, Merging, splitting, Brownian motion, 60G35, 60G17, 60G15, 62M20
Piotr Zwiernik, Jim Q. Smith
Electron. J. Statist. 5, 1276-1312, (2011) DOI: 10.1214/11-EJS640
KEYWORDS: Graphical models on trees, Binary data, tree cumulants, semialgebraic statistical models, phylogenetic invariants, inequality constraints, 62H05, 62E15, 60K99, 62F99
Benoîte de Saporta, Anne Gégout-Petit, Laurence Marsalle
Electron. J. Statist. 5, 1313-1353, (2011) DOI: 10.1214/11-EJS643
KEYWORDS: Least squares estimation, Bifurcating autoregressive process, missing data, Galton-Watson process, joint model, Martingales, limit theorems, 62F12, 62M09, 60J80, 92D25, 60G42
Peter Orbanz
Electron. J. Statist. 5, 1354-1373, (2011) DOI: 10.1214/11-EJS641
KEYWORDS: Bayesian nonparametrics, Dirichlet processes, random probability measures, 62C10, 60G57
Hoang-Long Ngo, Shigeyoshi Ogawa
Electron. J. Statist. 5, 1374-1393, (2011) DOI: 10.1214/11-EJS645
KEYWORDS: diffusion, discrete approximation, occupation time, Local time, stable convergence, tightness, 60F55, 60J60, 60J55
Claire Caillerie, Frédéric Chazal, Jérôme Dedecker, Bertrand Michel
Electron. J. Statist. 5, 1394-1423, (2011) DOI: 10.1214/11-EJS646
KEYWORDS: Deconvolution, Wasserstein distance, Geometric inference, computational topology, 62H12, 60B10, 28A33
Arnab Maity, Tatiyana V. Apanasovich
Electron. J. Statist. 5, 1424-1449, (2011) DOI: 10.1214/11-EJS647
KEYWORDS: generalized estimating equations, generalized linear mixed models, kernel method, measurement error, Monte Carlo Corrected Score, semiparametric regression, 62G08, 62G20
Jouni Kerman
Electron. J. Statist. 5, 1450-1470, (2011) DOI: 10.1214/11-EJS648
KEYWORDS: Prior distributions, noninformative distributions, Bayesian inference, conjugate analysis, Beta distribution, gamma distribution
Amanda J. Shaker, Luke A. Prendergast
Electron. J. Statist. 5, 1471-1494, (2011) DOI: 10.1214/11-EJS650
KEYWORDS: Dimension reduction, sliced inverse regression, sliced average variance estimation, ordinary least squares, principal hessian directions, cumulative mean estimation, cumulative variance estimation, cumulative directional regression, 62J02, 62H30
Éric Marchand, Amir T. Payandeh Najafabadi
Electron. J. Statist. 5, 1495-1502, (2011) DOI: 10.1214/11-EJS642
KEYWORDS: Bayes estimator, bounded mean, dominance, location family, logconcavity, minimum risk equivariant, restricted parameter space, 62F10, 62F30, 62C20
Lionel Truquet
Electron. J. Statist. 5, 1503-1536, (2011) DOI: 10.1214/11-EJS644
KEYWORDS: Random fields, image analysis, Nonparametric regression, Resampling methods, 62M40, 62G08, 62G09
Ery Arias-Castro, Guangliang Chen, Gilad Lerman
Electron. J. Statist. 5, 1537-1587, (2011) DOI: 10.1214/11-EJS651
KEYWORDS: spectral clustering, higher-order affinities, local linear approximation, local polynomial approximation, detection of clusters in point clouds, dimension estimation, nearest-neighbor search, 62H30, 62G20, 68T10
Yuri Golubev
Electron. J. Statist. 5, 1588-1617, (2011) DOI: 10.1214/11-EJS649
KEYWORDS: Spectral regularization, excess risk, ordered smoother, empirical risk minimization, Oracle inequality, 62C10, 62G05
Nathalie Akakpo, Claire Lacour
Electron. J. Statist. 5, 1618-1653, (2011) DOI: 10.1214/11-EJS653
KEYWORDS: Conditional density, Model selection, Anisotropy, dependent data, adaptive estimation, 62G05, 62H12, 62M05, 62M09
M.P. Wand, J.T. Ormerod
Electron. J. Statist. 5, 1654-1717, (2011) DOI: 10.1214/11-EJS652
KEYWORDS: Bayesian inference, best prediction, generalized additive models, Gibbs sampling, maximum likelihood estimation, Markov chain Monte Carlo, Mean field variational Bayes, sparseness-inducing penalty, wide data regression
Andrea Wiencierz, Sonja Greven, Helmut Küchenhoff
Electron. J. Statist. 5, 1718-1734, (2011) DOI: 10.1214/11-EJS654
KEYWORDS: linear mixed model, penalized splines, likelihood ratio test, Correlated errors, generalized least squares, SOEP data, subjective well-being
Guang Cheng, Xiao Wang
Electron. J. Statist. 5, 1735-1764, (2011) DOI: 10.1214/11-EJS656
KEYWORDS: B-spline, consistent variance estimation, Current status data, efficient estimation, semiparametric transformation models, 60G20, 62N10, 62F12
Xianyang Zhang, Xiaofeng Shao, Katharine Hayhoe, Donald J. Wuebbles
Electron. J. Statist. 5, 1765-1796, (2011) DOI: 10.1214/11-EJS655
KEYWORDS: change point, CUSUM, functional data, time series, self-normalization, 62G10, 62G20
Piet Groeneboom, Tom Ketelaars
Electron. J. Statist. 5, 1797-1845, (2011) DOI: 10.1214/11-EJS657
KEYWORDS: interval censoring, maximum likelihood, Birgé’s estimator, asymptotic properties, minimax bounds, smoothed maximum likelihood estimator, kernel estimators, 62G20, 62N01, 60F05
Abhijit Mandal, Ayanendranath Basu
Electron. J. Statist. 5, 1846-1875, (2011) DOI: 10.1214/11-EJS658
KEYWORDS: Goodness-of-fit, disparity, inliers, power divergence, small sample studies, 62G35, 62G10
Benedikt M. Pötscher, Ulrike Schneider
Electron. J. Statist. 5, 1876-1934, (2011) DOI: 10.1214/11-EJS659
KEYWORDS: thresholding, Lasso, Adaptive LASSO, penalized maximum likelihood, finite-sample distribution, asymptotic distribution, variance estimation, uniform convergence rate, high-dimensional model, oracle property, Variable selection, 62F11, 62F12, 62J05, 62J07, 62E15, 62E20
Jan Gertheiss, Franziska Oehrlein
Electron. J. Statist. 5, 1935-1959, (2011) DOI: 10.1214/11-EJS661
KEYWORDS: Classical linear model, ordinal covariates, likelihood ratio tests, linear mixed models, smoothing, zero variance component
Debashis Paul, Jie Peng
Electron. J. Statist. 5, 1960-2003, (2011) DOI: 10.1214/11-EJS662
KEYWORDS: Functional data analysis, Principal Component Analysis, kernel smoothing, consistency, 62G20, 62H25
Céline Duval, Marc Hoffmann
Electron. J. Statist. 5, 2004-2030, (2011) DOI: 10.1214/11-EJS660
KEYWORDS: Discretely observed random process, LAN property, information loss, 62B15, 62B10, 62M99
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