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Articles
Mona Eberts, Ingo Steinwart
Electron. J. Statist. 7, 1-42, (2013) DOI: 10.1214/12-EJS760
KEYWORDS: least squares regression, Quantile estimation, Support vector machines, 62G08, 62G05, 68Q32, 68T05
Tiago M. Vargas, Silvia L.P. Ferrari, Artur J. Lemonte
Electron. J. Statist. 7, 43-61, (2013) DOI: 10.1214/12-EJS763
KEYWORDS: asymptotic expansion, Bartlett-type correction, Bayesian route, gradient test, shrinkage argument
Fabrizio Leisen, Antonio Lijoi, Dario Spanó
Electron. J. Statist. 7, 62-90, (2013) DOI: 10.1214/12-EJS764
KEYWORDS: Bayesian nonparametrics, completely random measure, Dirichlet process, Lévy copula, multivariate Lévy measure, Partial exchangeability, partition probability function
Mario Peruggia, Jason Hsu, Yifan Huang
Electron. J. Statist. 7, 91-104, (2013) DOI: 10.1214/12-EJS761
KEYWORDS: Hierarchical Bayes models, midpoint-radius representation, Multiple comparisons
Stanislav Volgushev, Melanie Birke, Holger Dette, Natalie Neumeyer
Electron. J. Statist. 7, 105-145, (2013) DOI: 10.1214/12-EJS765
KEYWORDS: nonparametric quantile regression, Significance testing, Empirical processes, monotone rearrangement, 62G10, 62G08, 62G30
Laëtitia Comminges, Arnak S. Dalalyan
Electron. J. Statist. 7, 146-190, (2013) DOI: 10.1214/13-EJS766
KEYWORDS: Nonparametric hypotheses testing, sharp asymptotics, Separation rates, minimax approach, high-dimensional regression, 62G08, 62G10, 62G20
Jan Johannes, Rudolf Schenk
Electron. J. Statist. 7, 191-216, (2013) DOI: 10.1214/13-EJS767
KEYWORDS: linear functional, linear Galerkin projection, minimax-theory, point-wise estimation, Sobolev space, thresholding, 62J05, 62G05, 62J20
René de Jonge, Harry van Zanten
Electron. J. Statist. 7, 217-243, (2013) DOI: 10.1214/13-EJS768
KEYWORDS: Nonparametric regression, Bayesian inference, estimation of error variance, semiparametric Bernstein-von Mises, 62G09, 62C10, 62G20
Wei Wang
Electron. J. Statist. 7, 244-263, (2013) DOI: 10.1214/13-EJS770
KEYWORDS: Covariance matrix structures, Identifiability, linear mixed effects models, random effects, variance components, 60K35
Benjamin Guedj, Pierre Alquier
Electron. J. Statist. 7, 264-291, (2013) DOI: 10.1214/13-EJS771
KEYWORDS: Additive models, Sparsity, Regression estimation, PAC-Bayesian bounds, Oracle inequality, MCMC, stochastic search, 62G08, 62J02, 65C40
Xin Lu, Jens Malmros, Fredrik Liljeros, Tom Britton
Electron. J. Statist. 7, 292-322, (2013) DOI: 10.1214/13-EJS772
KEYWORDS: Respondent-driven sampling, directed networks, degree correlation, attractivity ratio, HIV, 62P25, 62-07
Mihee Lee, Peter Hall, Haipeng Shen, J. S. Marron, Jon Tolle, Christina Burch
Electron. J. Statist. 7, 323-341, (2013) DOI: 10.1214/13-EJS774
KEYWORDS: Boundary effect, maximum likelihood, measurement error, mixture distribution, Penalization, sieve method, 62G08, 62H25, 65F30
Aurélie Fischer
Electron. J. Statist. 7, 342-363, (2013) DOI: 10.1214/13-EJS775
KEYWORDS: Principal curves, Model selection, Oracle inequality, slope heuristics, 62G08, 62G05
Fuchang Gao, Jon A. Wellner
Electron. J. Statist. 7, 364-380, (2013) DOI: 10.1214/13-EJS777
KEYWORDS: Empirical processes, global rate, Hellinger metric, interval censoring, multivariate, multivariate monotone functions, 62G07, 62H12, 62G05, 62G20
Richard A. Davis, Chun Yip Yau
Electron. J. Statist. 7, 381-411, (2013) DOI: 10.1214/13-EJS769
KEYWORDS: GARCH, minimum description length (MDL) principle, multiple change points, non-stationary time series, piecewise-stationary processes, 62F10, 62M10
Guosheng Yin, Yanyuan Ma
Electron. J. Statist. 7, 412-427, (2013) DOI: 10.1214/13-EJS773
KEYWORDS: asymptotic distribution, bootstrap sample, Hypothesis testing, maximum likelihood estimator, model diagnostics, 62J20, 62F40, 62J12
Fabien Navarro, Christophe Chesneau, Jalal Fadili, Taoufik Sassi
Electron. J. Statist. 7, 428-453, (2013) DOI: 10.1214/13-EJS776
KEYWORDS: Deconvolution, multichannel observations, derivative estimation, Wavelets, block thresholding, minimax, 62G07, 62G20, 62F12
Olga Klopp, Marianna Pensky
Electron. J. Statist. 7, 454-479, (2013) DOI: 10.1214/13-EJS778
KEYWORDS: varying coefficient model, low rank matrix estimation, Statistical learning, 62J99, 62H12, 60G57
Felix Abramovich, Vadim Grinshtein
Electron. J. Statist. 7, 480-498, (2013) DOI: 10.1214/13-EJS780
KEYWORDS: Adaptivity, complexity penalty, Gaussian linear regression, maximum a posteriori rule, minimaxity, Model selection, Sparsity, structural constraints, 62C99, 62C10, 62C20, 62J05
José E. Chacón, Tarn Duong
Electron. J. Statist. 7, 499-532, (2013) DOI: 10.1214/13-EJS781
KEYWORDS: Adjusted Rand index, Cross validation, feature significance, nonparametric kernel method, mean integrated squared error, mean shift algorithm, plug-in choice, 62G05, 62H30
Vincenzo Ferrazzano, Florian Fuchs
Electron. J. Statist. 7, 533-561, (2013) DOI: 10.1214/13-EJS783
KEYWORDS: CARMA process, high-frequency data, Lévy process, discretely sampled process, noise recovery, 60G10, 60G51, 62M10
Hervé Cardot, Camelia Goga, Pauline Lardin
Electron. J. Statist. 7, 562-596, (2013) DOI: 10.1214/13-EJS779
KEYWORDS: Calibration, covariance function, functional linear model, GREG, Hájek estimator, Horvitz-Thompson estimator, linear interpolation, survey sampling, 62L20, 60F05
Claudio Durastanti, Xiaohong Lan, Domenico Marinucci
Electron. J. Statist. 7, 597-646, (2013) DOI: 10.1214/13-EJS782
KEYWORDS: Spherical random fields, high frequency asymptotics, Whittle likelihood, Needlets, parametric and semiparametric estimates, 62M15, 62M30, 60G60, ‎42C40
Mátyás Barczy, Leif Döring, Zenghu Li, Gyula Pap
Electron. J. Statist. 7, 647-696, (2013) DOI: 10.1214/13-EJS786
KEYWORDS: Affine process, scaling theorem, least squares estimator, 60F05, 60J80, 62F12, 91G70
Annalisa Cerquetti
Electron. J. Statist. 7, 697-716, (2013) DOI: 10.1214/13-EJS784
KEYWORDS: Exchangeable Gibbs Partitions, falling factorial moments, multivariate Gibbs distributions, sampling formulas, species sampling problems, two parameter Poisson-Dirichlet model, 60G57, 62G05, 62F15
Dominique Fourdrinier, Fatiha Mezoued, William E. Strawderman
Electron. J. Statist. 7, 717-741, (2013) DOI: 10.1214/13-EJS785
KEYWORDS: Bayes estimators, minimax estimators, spherically symmetric distributions, Unimodal densities, location parameter, quadratic loss, power priors, 62C10, 62C20
Mike K. P. So, Tomohiro Ando
Electron. J. Statist. 7, 742-762, (2013) DOI: 10.1214/13-EJS788
KEYWORDS: Feature matching, information criteria, Model selection, weighted Kullback-Leibler measure
Sylvain Le Corff, Gersende Fort
Electron. J. Statist. 7, 763-792, (2013) DOI: 10.1214/13-EJS789
KEYWORDS: 62L12, 60J22, 62F12, 65C60, 62L20
Konstantinos Fokianos, Michael H. Neumann
Electron. J. Statist. 7, 793-819, (2013) DOI: 10.1214/13-EJS790
KEYWORDS: Autoregression, conditional mean, ergodicity, Goodness-of-fit test, integer-valued processes, local alternatives, 60G10, 62M07, 62F40
Maxim Raginsky, Jorge G. Silva, Svetlana Lazebnik, Rebecca Willett
Electron. J. Statist. 7, 820-858, (2013) DOI: 10.1214/13-EJS787
KEYWORDS: minimax estimation, Density estimation, adaptive estimation, binary hypercube, Walsh basis, Sparsity, 62G07, 62G20, 62C20
Daniel Hohmann, Hajo Holzmann
Electron. J. Statist. 7, 859-880, (2013) DOI: 10.1214/13-EJS792
KEYWORDS: Characteristic function, conditional mixture, finite mixture, nonparametric estimation, 62G05, 62G20
Jérémie Bigot, Sébastien Gadat, Thierry Klein, Clément Marteau
Electron. J. Statist. 7, 881-931, (2013) DOI: 10.1214/13-EJS794
KEYWORDS: Poisson processes, random shifts, intensity estimation, Deconvolution, Meyer wavelets, adaptive estimation, Besov space, Minimax rate, 62G08, ‎42C40
Anton Schick
Electron. J. Statist. 7, 932-945, (2013) DOI: 10.1214/13-EJS793
KEYWORDS: Heteroscedastic linear regression, missing at random, maximum empirical likelihood estimation, estimated constraints, increasing number of constraints, efficiency, 62F12, 62G05, 62J05
Christopher J. Paciorek
Electron. J. Statist. 7, 946-972, (2013) DOI: 10.1214/13-EJS791
KEYWORDS: Conditional autoregressive models, Gaussian processes, spatial smoothing, thin plate splines
Robert L. Strawderman, Martin T. Wells, Elizabeth D. Schifano
Electron. J. Statist. 7, 973-990, (2013) DOI: 10.1214/13-EJS795
KEYWORDS: Convex optimization, lasso penalty, Moreau regularization, minimax concave penalty, Sparsity, smoothly clipped absolute deviation penalty, thresholding, 62C60, 62J07
B. T. Szabó, A. W. van der Vaart, J. H. van Zanten
Electron. J. Statist. 7, 991-1018, (2013) DOI: 10.1214/13-EJS798
KEYWORDS: Adaptation, hyper-rectangle, Gaussian white noise, normal means model, bandwidth, rate of contraction, 62G05, 62G15, 62G20
José A. Vilar, Juan M. Vilar
Electron. J. Statist. 7, 1019-1046, (2013) DOI: 10.1214/13-EJS800
KEYWORDS: Time series clustering, multidimensional forecast density, bootstrap, Kernel estimation, principal components analysis, 62H30, 62M20, 62G07, 62G09
Nikolay Balov
Electron. J. Statist. 7, 1047-1077, (2013) DOI: 10.1214/13-EJS802
KEYWORDS: Bayesian networks, categorical data, Model selection, penalized maximum likelihood, missing completely at random, 62F12, 62H12
Karthik Bharath, Vladimir Pozdnyakov, Dipak K. Dey
Electron. J. Statist. 7, 1078-1093, (2013) DOI: 10.1214/13-EJS801
KEYWORDS: clustering, Trimmed means, CLT, 62F05, 62G30, 60F17, 62M02
Felix Abramovich, Marianna Pensky, Yves Rozenholc
Electron. J. Statist. 7, 1094-1128, (2013) DOI: 10.1214/13-EJS796
KEYWORDS: Adaptivity, Kernel estimation, Minimax rates, Volterra equation, Laplace convolution, 62G05, 62G20
R. Le Guével
Electron. J. Statist. 7, 1129-1166, (2013) DOI: 10.1214/13-EJS797
KEYWORDS: Multistable Lévy motion, multistable multifractional processes, $L^{p}$ consistency, Ferguson-Klass-LePage representation, 62M09, 60G18, 60G22, 60G52
R. Killick, I. A. Eckley, P. Jonathan
Electron. J. Statist. 7, 1167-1183, (2013) DOI: 10.1214/13-EJS799
KEYWORDS: segmentation, Wavelets, local stationarity, significant wave height
Adrien Saumard
Electron. J. Statist. 7, 1184-1223, (2013) DOI: 10.1214/13-EJS803
KEYWORDS: Nonparametric regression, hold-out penalty, heteroscedastic noise, random design, Optimal model selection, slope heuristics, 62G08, 62G09, 62J02
Patrice Bertail, Stéphan Clémençon, Jessica Tressou
Electron. J. Statist. 7, 1224-1248, (2013) DOI: 10.1214/13-EJS807
KEYWORDS: Regenerative Markov chain, Nummelin splitting technique, Extreme value statistics, cycle submaximum, Hill estimator, extremal index, regenerative-block bootstrap, 60G70, 60J10, 60K20
Sylvain Robbiano
Electron. J. Statist. 7, 1249-1271, (2013) DOI: 10.1214/13-EJS805
KEYWORDS: ranking, Aggregation, Minimax rates, 62F07, 62C20, 62G08
Wensong Wu, Edsel A. Peña
Electron. J. Statist. 7, 1272-1300, (2013) DOI: 10.1214/13-EJS813
KEYWORDS: Archimedean copula, Bayesian framework, decision theoretic framework, False discovery rate, frailty, multiple testing, sequential Monte Carlo
Victor-Emmanuel Brunel
Electron. J. Statist. 7, 1301-1327, (2013) DOI: 10.1214/13-EJS804
KEYWORDS: adaptive estimation, approximation, convex set, minimax, polytope, regression
Florian Frommlet, Małgorzata Bogdan
Electron. J. Statist. 7, 1328-1368, (2013) DOI: 10.1214/13-EJS808
KEYWORDS: asymptotic optimality, Bayes risk, False discovery rate, multiple testing, two groups model
Yoon Dong Lee, Dianne Cook, Ji-won Park, Eun-Kyung Lee
Electron. J. Statist. 7, 1369-1386, (2013) DOI: 10.1214/13-EJS810
KEYWORDS: classification tree, Projection pursuit, Variable selection
Hongwei Long, Lianfen Qian
Electron. J. Statist. 7, 1387-1418, (2013) DOI: 10.1214/13-EJS811
KEYWORDS: central limit theorem, consistency, geometrically strong mixing, Kernel estimator, Lévy motion, Nadaraya-Watson estimator, rate of convergence, stable stochastic integrals, 62G20, 62M05, 60G52, 65C30
Éric Marchand, William E. Strawderman
Electron. J. Statist. 7, 1419-1431, (2013) DOI: 10.1214/13-EJS806
KEYWORDS: Bayesian methods, credible sets, frequentist coverage, lower bound, restricted parameter, spending function, 62C10, 62F15, 62F25, 62F30
Giampiero Marra, Rosalba Radice
Electron. J. Statist. 7, 1432-1455, (2013) DOI: 10.1214/13-EJS814
KEYWORDS: Binary responses, bivariate probit, non-random sample selection, penalized regression spline, 46N30, 97K80
Ryan J. Tibshirani
Electron. J. Statist. 7, 1456-1490, (2013) DOI: 10.1214/13-EJS815
KEYWORDS: Lasso, high-dimensional, uniqueness, LARS, 62J07, 90C46
Ana Moreira, Jacobo de Uña-Álvarez, Luís Machado
Electron. J. Statist. 7, 1491-1516, (2013) DOI: 10.1214/13-EJS816
KEYWORDS: Aalen-Johansen, Kaplan-Meier, Markov condition, multi-state models, semiparametric censorship
Nancy Heckman, Richard Lockhart, Jason D. Nielsen
Electron. J. Statist. 7, 1517-1552, (2013) DOI: 10.1214/13-EJS809
KEYWORDS: linear mixed effects models, penalized smoothing, p-splines, sandwich estimator, 62G08, 62J99
Mohamed Chaouch, Naâmane Laïb
Electron. J. Statist. 7, 1553-1586, (2013) DOI: 10.1214/13-EJS812
KEYWORDS: Almost sure convergence, confidence ellipsoid, functional data, Kernel estimation, small balls probability, multivariate conditional $L_{1}$-median, multivariate conditional distribution, 62G05, 62G20, 62H10, 37A25, 37M10
Hironori Fujisawa
Electron. J. Statist. 7, 1587-1606, (2013) DOI: 10.1214/13-EJS817
KEYWORDS: Latent bias, normalized estimating equation, robust parameter estimation, weighted score function, 62F35
Nicolai Meinshausen
Electron. J. Statist. 7, 1607-1631, (2013) DOI: 10.1214/13-EJS818
KEYWORDS: Variable selection, shrinkage estimators, quadratic programming, high-dimensional linear models, 62J07, 62J05
F. J. Rubio, Adam M. Johansen
Electron. J. Statist. 7, 1632-1654, (2013) DOI: 10.1214/13-EJS819
KEYWORDS: Approximate Bayesian Computation, Density estimation, maximum likelihood estimation, Monte Carlo methods, 62E17, 62F10, 62F12, 62G07, 65C05
Eduardo García–Portugués
Electron. J. Statist. 7, 1655-1685, (2013) DOI: 10.1214/13-EJS821
KEYWORDS: Bandwidth selection, directional data, mixtures, kernel density estimator, von Mises, 62G07
Rida Benhaddou, Marianna Pensky, Dominique Picard
Electron. J. Statist. 7, 1686-1715, (2013) DOI: 10.1214/13-EJS820
KEYWORDS: functional deconvolution, minimax convergence rate, hyperbolic wavelets, seismic inversion, 62G05, 62G08, 62P35
Clément Levrard
Electron. J. Statist. 7, 1716-1746, (2013) DOI: 10.1214/13-EJS822
KEYWORDS: quantization, clustering, Localization, fast rates
Tilmann Gneiting, Roopesh Ranjan
Electron. J. Statist. 7, 1747-1782, (2013) DOI: 10.1214/13-EJS823
KEYWORDS: Beta transform, conditional calibration, density forecast, flexibly dispersive, forecast aggregation, linear pool, probability integral transform, probabilistic calibration, 62, 91B06
Piet Groeneboom
Electron. J. Statist. 7, 1783-1805, (2013) DOI: 10.1214/13-EJS824
KEYWORDS: Bivariate current status, bivariate interval censoring, maximum likelihood estimators, maximum smoothed likelihood estimators, cube root $n$ estimation, asymptotic distribution, 62G05, 62N01, 62G20
Lee H. Dicker
Electron. J. Statist. 7, 1806-1834, (2013) DOI: 10.1214/13-EJS826
KEYWORDS: adaptive estimation, James-Stein estimator, out-of-sample prediction, oracle estimator, Ridge regression, 62J07, 62C99, 62J05
Toky Randrianasolo, Yves Tillé
Electron. J. Statist. 7, 1835-1855, (2013) DOI: 10.1214/13-EJS827
KEYWORDS: Indirect estimator, matrix calibration, weights‎, 62D05
Mohammad Jafari Jozani, Nahid Jafari Tabrizi
Electron. J. Statist. 7, 1856-1874, (2013) DOI: 10.1214/13-EJS828
KEYWORDS: Intrinsic loss function, Bayes estimator, robust Bayesian analysis, posterior risk, posterior regret gamma-minimax, 62F10, 62F15
Gérard Biau, Luc Devroye
Electron. J. Statist. 7, 1875-1912, (2013) DOI: 10.1214/13-EJS829
KEYWORDS: ‎classification‎, pattern recognition, tree classifiers, cellular computation, Bayes risk consistency, asymptotic analysis, nonparametric estimation, 62G05, 62G20
Owen Carmichael, Jun Chen, Debashis Paul, Jie Peng
Electron. J. Statist. 7, 1913-1956, (2013) DOI: 10.1214/13-EJS825
KEYWORDS: Tensor space, diffusion MRI, Karcher mean, kernel smoothing, Perturbation analysis, 62G08, 62P10
Dejian Lai
Electron. J. Statist. 7, 1957-1967, (2013) DOI: 10.1214/13-EJS830
KEYWORDS: Brownian motion, Clinical trials, fractional Brownian motion, group sequential design, hurst coefficient, 60G10, 62C05, 60G18, 60G15
Abram M. Kagan, Yaakov Malinovsky
Electron. J. Statist. 7, 1968-1982, (2013) DOI: 10.1214/13-EJS832
KEYWORDS: ancillarity, complete sufficient statistics, curved exponential families, UMVUEs, 62B05, 62F10
Alexandra L. Garnham, Luke A. Prendergast
Electron. J. Statist. 7, 1983-2004, (2013) DOI: 10.1214/13-EJS831
KEYWORDS: influence function, response discretization, log transformation, rank transformation, Single-index model, 62J02, 62H12
Piercesare Secchi, Aymeric Stamm, Simone Vantini
Electron. J. Statist. 7, 2005-2031, (2013) DOI: 10.1214/13-EJS833
KEYWORDS: Large $p$ small $n$ data, High-dimensional data, Hotelling’s Theorem, Inference for the mean, MANOVA, 62H15, 62H10
Eunju Hwang, Dong Wan Shin
Electron. J. Statist. 7, 2032-2053, (2013) DOI: 10.1214/13-EJS834
KEYWORDS: Confidence interval, Market microstructure noise, stationary bootstrap, 62G09, 60G10, 62E20
Hee Min Choi, James P. Hobert
Electron. J. Statist. 7, 2054-2064, (2013) DOI: 10.1214/13-EJS837
KEYWORDS: Polya-Gamma distribution, Data augmentation algorithm, minorization condition, Markov chain, Monte Carlo, 60J27, 62F15
Sébastien Loustau
Electron. J. Statist. 7, 2065-2097, (2013) DOI: 10.1214/13-EJS838
KEYWORDS: Statistical learning, inverse problem, ‎classification‎, Deconvolution, fast rates, 62G05, 62H30
Darren Homrighausen, Christopher R. Genovese
Electron. J. Statist. 7, 2098-2130, (2013) DOI: 10.1214/13-EJS840
KEYWORDS: Deconvolution, signal processing, complex Gaussian
Long Feng, Changliang Zou, Zhaojun Wang, Bin Chen
Electron. J. Statist. 7, 2131-2149, (2013) DOI: 10.1214/13-EJS839
KEYWORDS: asymptotic normality, High-dimensional data, large $p$, small $n$, rank regression, wicoxon test, 62H15, 62G20, 62J05
Kshitij Khare, James P. Hobert
Electron. J. Statist. 7, 2150-2163, (2013) DOI: 10.1214/13-EJS841
KEYWORDS: convergence rate, geometric drift condition, Markov chain, Bayesian lasso, 60J27, 62F15
Qinwen Wang, Jianfeng Yao
Electron. J. Statist. 7, 2164-2192, (2013) DOI: 10.1214/13-EJS842
KEYWORDS: Large-dimensional data, large-dimensional sample covariance matrix, sphericity, likelihood ratio test, John’s test, Nagao’s test, CLT for linear spectral statistics, Spiked population model, 62H15, 62H10
Moulinath Banerjee, Thomas Richardson
Electron. J. Statist. 7, 2193-2208, (2013) DOI: 10.1214/13-EJS835
KEYWORDS: Bernoulli random variables, Bayes’ postulate, exchangeability, multinomial trials, weak assumption, 62A01, 62C10
Alessandra Menafoglio, Piercesare Secchi, Matilde Dalla Rosa
Electron. J. Statist. 7, 2209-2240, (2013) DOI: 10.1214/13-EJS843
KEYWORDS: Functional data analysis, Sobolev metrics, spatial prediction, variogram, 62H11, 62M20, 62M30
Philip Preuß, Mathias Vetter
Electron. J. Statist. 7, 2241-2297, (2013) DOI: 10.1214/13-EJS836
KEYWORDS: bootstrap, empirical spectral measure, Goodness-of-fit test, integrated periodogram, locally stationary process, long memory, non stationary process, Spectral density, 62M10, 62M15, 62G10
Gilles Stupfler
Electron. J. Statist. 7, 2298-2343, (2013) DOI: 10.1214/13-EJS846
KEYWORDS: extreme-value index, moment estimator, random covariate, consistency, asymptotic normality, 62G05, 62G20, 62G30, 62G32
Dominique Bontemps, Wilson Toussile
Electron. J. Statist. 7, 2344-2371, (2013) DOI: 10.1214/13-EJS844
KEYWORDS: Categorical multivariate data, clustering, Mixture models, Model selection, penalized likelihood, Population genetics, slope heuristics, unsupervised classification, Variable selection
Anatoly Gordinsky
Electron. J. Statist. 7, 2372-2394, (2013) DOI: 10.1214/13-EJS848
KEYWORDS: Linear regression, Dual estimator, strictly dominating, unbiasedness, consistency, advantage in variance, robustness, comparative analysis, 62G05, 62J05
Elena Chernousova, Yuri Golubev, Ekaterina Krymova
Electron. J. Statist. 7, 2395-2419, (2013) DOI: 10.1214/13-EJS849
KEYWORDS: linear model, ordered smoother, exponential weighting, 62C99, 62C10, 62C20, 62J05
Abhik Ghosh, Ayanendranath Basu
Electron. J. Statist. 7, 2420-2456, (2013) DOI: 10.1214/13-EJS847
KEYWORDS: Density power divergence, robustness, Linear regression, 62F35, 62J05
Ann-Kathrin Bott, Luc Devroye, Michael Kohler
Electron. J. Statist. 7, 2457-2476, (2013) DOI: 10.1214/13-EJS850
KEYWORDS: Density estimation, Distribution estimation, total variation error, $L_{1}$ error, Measurement errors, Nonparametric regression, residuals, universal consistency, 62G05, 62G20
Atul Mallik, Moulinath Banerjee, Bodhisattva Sen
Electron. J. Statist. 7, 2477-2515, (2013) DOI: 10.1214/13-EJS845
KEYWORDS: Baseline value, Change-point, integral of a transformed Gaussian process, least squares, nonparametric estimation, stump function, 62G20, 62G86, 62G30
Kolyan Ray
Electron. J. Statist. 7, 2516-2549, (2013) DOI: 10.1214/13-EJS851
KEYWORDS: rate of contraction, posterior distribution, nonparametric hypothesis testing, 62G20, 62G05, 62G08
Dimitrios Bagkavos, Dimitrios Ioannides, Aglaia Kalamatianou
Electron. J. Statist. 7, 2550-2576, (2013) DOI: 10.1214/13-EJS853
KEYWORDS: survival function, goodness of fit, Censoring, ‎kernel‎, 62G10, 62N03
Lucien Diégane Gning, Daniel Pierre-Loti-Viaud
Electron. J. Statist. 7, 2577-2594, (2013) DOI: 10.1214/13-EJS852
KEYWORDS: count data, hierarchical generalized linear model, negative binomial regression, Poisson-gamma HGLM, random effects, 62J02, 62F10
Andrew Gelman
Electron. J. Statist. 7, 2595-2602, (2013) DOI: 10.1214/13-EJS854
KEYWORDS: Bayesian inference, model checking, posterior predictive check, p-value, u-value, 62F15, 62C10, 62F03
L. Bordes, I. Kojadinovic, P. Vandekerkhove
Electron. J. Statist. 7, 2603-2644, (2013) DOI: 10.1214/13-EJS858
KEYWORDS: asymptotic normality, Identifiability, Linear regression, method of moments, mixture, multiplier central limit theorem, weighted bootstrap, 62J05, 62G08
Michael Evans
Electron. J. Statist. 7, 2645-2655, (2013) DOI: 10.1214/13-EJS857
KEYWORDS: sufficiency, conditionality, likelihood, relations, equivalence relations, 62A01, 62F99
Lan Wang, Bo Kai, Cédric Heuchenne, Chih-Ling Tsai
Electron. J. Statist. 7, 2656-2682, (2013) DOI: 10.1214/13-EJS859
KEYWORDS: Profiled semiparametric estimating functions, nonconvex penalty, non-smooth estimating functions, 62G05, 62G08, 62G20
Li He, Sanat K. Sarkar
Electron. J. Statist. 7, 2683-2701, (2013) DOI: 10.1214/13-EJS855
KEYWORDS: False discovery rate, multiple testing, adaptive BH procedures, Positive dependence, pairwise correlations, 62J15, 62G10
Saskia M. A. Becker, Peter Mathé
Electron. J. Statist. 7, 2702-2736, (2013) DOI: 10.1214/13-EJS860
KEYWORDS: Structural adaptive smoothing, propagation, separation, local likelihood, exponential families, 62G05
Cindy Yu, Jason Legg, Bin Liu
Electron. J. Statist. 7, 2737-2761, (2013) DOI: 10.1214/13-EJS856
KEYWORDS: propensity score, semiparametric, treatment effects, two-phase regression estimator
Ashok Chaurasia, Ofer Harel
Electron. J. Statist. 7, 2762-2793, (2013) DOI: 10.1214/13-EJS861
KEYWORDS: Model selection, model selection rate, AIC, BIC, discrete process, discrete process mean function, multiple linear regression, linear models, generalized linear models
Nilabja Guha, Ishani Roy, Anindya Roy
Electron. J. Statist. 7, 2794-2821, (2013) DOI: 10.1214/13-EJS862
KEYWORDS: Storm frequency hyetograph, linear programming, stochastic ordering, Bayesian estimation, Dirichlet process, Bernstein polynomial, 62P12, 62G08, 90C05
Elif F. Acar, Radu V. Craiu, Fang Yao
Electron. J. Statist. 7, 2822-2850, (2013) DOI: 10.1214/13-EJS866
KEYWORDS: Constant copula, covariate effects, dynamic copula, local likelihood, model diagnostics, nonparametric inference, 62H20, 62G10
Yuliya V. Martsynyuk
Electron. J. Statist. 7, 2851-2874, (2013) DOI: 10.1214/13-EJS863
KEYWORDS: Linear structural and functional errors-in-variables models, explanatory variables, Measurement errors, least squares estimators, reliability ratio, signal-to-noise ratio, domain of attraction of the normal law, infinite variance, slowly varying function at infinity, weak and strong consistency, 62J99, 62G20, 60E07
Alexandra Carpentier
Electron. J. Statist. 7, 2875-2923, (2013) DOI: 10.1214/13-EJS867
KEYWORDS: Non-parametric confidence sets, non-parametric testing problems, 62G15, 62G10
Marco E. G. V. Cattaneo
Electron. J. Statist. 7, 2924-2946, (2013) DOI: 10.1214/13-EJS869
KEYWORDS: Likelihood approach to statistics, decision theory, foundations of statistics, conditional inference, minimax, invariances, asymptotics, 62C05, 62A01
Willem Kruijer, Judith Rousseau
Electron. J. Statist. 7, 2947-2969, (2013) DOI: 10.1214/13-EJS864
KEYWORDS: Bayesian semi-parametric, Bernstein-von Mises, FEXP priors, Gaussian long-memory processes, rates of convergence, 62G20, 62M15
Denis Belomestny, Vladimir Panov
Electron. J. Statist. 7, 2970-3003, (2013) DOI: 10.1214/13-EJS870
KEYWORDS: Time-changed Lévy processes, Abelian theorem, Blumenthal-Getoor index, 60G51, 62M99, 62F12
Martin Slawski, Matthias Hein
Electron. J. Statist. 7, 3004-3056, (2013) DOI: 10.1214/13-EJS868
KEYWORDS: convex geometry, Deconvolution, high dimensions, non-negativity constraints, Persistence, random matrices, separating hyperplane, sparse recovery, 62J05, 52B99
Parikshit Shah, Venkat Chandrasekaran
Electron. J. Statist. 7, 3057-3058, (2013) DOI: 10.1214/13-EJS871
R. Dennis Cook, Liliana Forzani, Adam J. Rothman
Electron. J. Statist. 7, 3059-3088, (2013) DOI: 10.1214/13-EJS872
KEYWORDS: inverse regression, least squares, Moore-Penrose inverse, sparse covariance estimation, 62J05, 62H12
Roberto Baragona, Francesco Battaglia, Domenico Cucina
Electron. J. Statist. 7, 3089-3123, (2013) DOI: 10.1214/13-EJS873
KEYWORDS: estimating equations, level shift, likelihood ratio test, structural change, 62M10, 62G30
Hanzhong Liu, Bin Yu
Electron. J. Statist. 7, 3124-3169, (2013) DOI: 10.1214/14-EJS875
KEYWORDS: Lasso, Irrepresentable Condition, Lasso+mLS and Lasso+Ridge, Sparsity, asymptotic unbiasedness, asymptotic normality, residual bootstrap, 62F12, 62F40, 62J07
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