VOL. 8 · NO. 2 | 2014
Special Section on Statistics of Time Warpings and Phase Variations
J. S. Marron, James O. Ramsay, Laura M. Sangalli, Anuj Srivastava
Electron. J. Statist. 8 (2), 1697-1702, (2014) DOI: 10.1214/14-EJS901
KEYWORDS: Functional data analysis, phase and amplitude variation, registration, warping
Inge Koch, Peter Hoffmann, J. S. Marron
Electron. J. Statist. 8 (2), 1703-1713, (2014) DOI: 10.1214/14-EJS900
KEYWORDS: mass spectrometry, one-dimensional curve registration, peak alignment, proteomics, total ion counts
Mara Bernardi, Laura M. Sangalli, Piercesare Secchi, Simone Vantini
Electron. J. Statist. 8 (2), 1714-1723, (2014) DOI: 10.1214/14-EJS900A
KEYWORDS: Block $k$-mean alignment, registration, functional clustering, Proteomics data
J. Derek Tucker, Wei Wu, Anuj Srivastava
Electron. J. Statist. 8 (2), 1724-1733, (2014) DOI: 10.1214/14-EJS900B
KEYWORDS: Amplitude variability, function principal component analysis, Functional data analysis, phase variability
Wen Cheng, Ian L. Dryden, David B. Hitchcock, Huiling Le
Electron. J. Statist. 8 (2), 1734-1741, (2014) DOI: 10.1214/14-EJS900C
KEYWORDS: Ambient space, Dirichlet, Fisher-Rao, Gaussian process, Gibbs sampler, Markov chain Monte Carlo, quotient space, registration, warp
Xiaosun Lu, Inge Koch, J. S. Marron
Electron. J. Statist. 8 (2), 1742-1747, (2014) DOI: 10.1214/14-EJS900D
KEYWORDS: Curve registration, distance weighted discrimination, Functional data analysis
Ian Zhang, Xueli Liu
Electron. J. Statist. 8 (2), 1748-1755, (2014) DOI: 10.1214/14-EJS900E
KEYWORDS: Curve alignment, functional data, landmark registration, Pairwise, spectrometry data, time warping
J. S. Marron, Inge Koch, Peter Hoffmann
Electron. J. Statist. 8 (2), 1756-1758, (2014) DOI: 10.1214/14-EJS900REJ
No abstract available
Wei Wu, Nicholas G. Hatsopoulos, Anuj Srivastava
Electron. J. Statist. 8 (2), 1759-1768, (2014) DOI: 10.1214/14-EJS865
KEYWORDS: Neuroscience spike train, neural decoding, motor cortex, Spike train metrics, spike train alignment
Mirco Patriarca, Laura M. Sangalli, Piercesare Secchi, Simone Vantini
Electron. J. Statist. 8 (2), 1769-1775, (2014) DOI: 10.1214/14-EJS865A
KEYWORDS: $k$-mean alignment, registration, functional clustering, spike trains
Wei Wu, Anuj Srivastava
Electron. J. Statist. 8 (2), 1776-1785, (2014) DOI: 10.1214/14-EJS865B
KEYWORDS: Function registration, Fisher-Rao metric, Karcher mean, neural spike train, motor cortex
Wen Cheng, Ian L. Dryden, David B. Hitchcock, Huiling Le
Electron. J. Statist. 8 (2), 1786-1792, (2014) DOI: 10.1214/14-EJS865C
KEYWORDS: Markov chain Monte Carlo, Poisson process, registration, time warping
Xiaosun Lu, J. S. Marron
Electron. J. Statist. 8 (2), 1793-1796, (2014) DOI: 10.1214/14-EJS865D
KEYWORDS: Curve registration, distance weighted discrimination, Functional data analysis
Pantelis Z. Hadjipantelis, John A. D. Aston, Hans-Georg Müller, John Moriarty
Electron. J. Statist. 8 (2), 1797-1807, (2014) DOI: 10.1214/14-EJS865E
KEYWORDS: Multivariate mixed model, functional mixed effects regression, pairwise warping
Wei Wu, Nicholas G. Hatsopoulos, Anuj Srivastava
Electron. J. Statist. 8 (2), 1808-1810, (2014) DOI: 10.1214/14-EJS865REJ
KEYWORDS: Function registration, phase-amplitude separation, phase comparison, neural spike train, motor cortex
James O. Ramsay, Paul Gribble, Sebastian Kurtek
Electron. J. Statist. 8 (2), 1811-1816, (2014) DOI: 10.1214/14-EJS937
KEYWORDS: Functional data analysis, juggling trajectories and cycles, data processing
Mara Bernardi, Laura M. Sangalli, Piercesare Secchi, Simone Vantini
Electron. J. Statist. 8 (2), 1817-1824, (2014) DOI: 10.1214/14-EJS937A
KEYWORDS: $k$-mean alignment, registration, functional clustering, juggling data
Dominik Poss, Heiko Wagner
Electron. J. Statist. 8 (2), 1825-1834, (2014) DOI: 10.1214/14-EJS937B
KEYWORDS: Continuous registration, functional principal components analysis, landmark registration, phase variation, time warping, warping function
James O. Ramsay, Paul Gribble, Sebastian Kurtek
Electron. J. Statist. 8 (2), 1835-1841, (2014) DOI: 10.1214/14-EJS937C
KEYWORDS: Functional data analysis, juggling trajectories, phase variation, landmark registration, Continuous registration
Xiaosun Lu, J. S. Marron
Electron. J. Statist. 8 (2), 1842-1847, (2014) DOI: 10.1214/14-EJS937D
KEYWORDS: Curve registration, distance weighted discrimination, clustering, Functional data analysis
Nicolas J.-B. Brunel, Juhyun Park
Electron. J. Statist. 8 (2), 1848-1855, (2014) DOI: 10.1214/14-EJS937E
KEYWORDS: Curve alignment, multi-dimensional curves, Frenet-Serret frame, Fréchet mean, 62G05, 65D10, 49K15
Anders Tolver, Helle Sørensen, Martha Muller, Seyed Nourollah Mousavi
Electron. J. Statist. 8 (2), 1856-1864, (2014) DOI: 10.1214/14-EJS937F
KEYWORDS: Biomechanical constraints, Decomposition, Functional data analysis, juggling trajectories, periodic average, registration, warping
Sebastian Kurtek, Qian Xie, Anuj Srivastava
Electron. J. Statist. 8 (2), 1865-1873, (2014) DOI: 10.1214/14-EJS937G
KEYWORDS: Cyclostationary processes, elastic functional data analysis, phase-amplitude separation, cycle extraction
James O. Ramsay
Electron. J. Statist. 8 (2), 1874-1878, (2014) DOI: 10.1214/14-EJS937REJ
No abstract available
Laura M. Sangalli, Piercesare Secchi, Simone Vantini
Electron. J. Statist. 8 (2), 1879-1890, (2014) DOI: 10.1214/14-EJS938
KEYWORDS: Multidimensional curves, three-dimensional angiographies, AneuRisk65
Laura M. Sangalli, Piercesare Secchi, Simone Vantini
Electron. J. Statist. 8 (2), 1891-1904, (2014) DOI: 10.1214/14-EJS938A
KEYWORDS: $k$-mean alignment, registration, functional clustering, AneuRisk65 data
Wen Cheng, Ian L. Dryden, David B. Hitchcock, Huiling Le
Electron. J. Statist. 8 (2), 1905-1913, (2014) DOI: 10.1214/14-EJS938B
KEYWORDS: alignment, bootstrap, curvature, permutation, Procrustes, registration, shape, size-and-shape, torsion
Ana-Maria Staicu, Xiaosun Lu
Electron. J. Statist. 8 (2), 1914-1919, (2014) DOI: 10.1214/14-EJS938C
KEYWORDS: AneuRisk65 data, Principal Component Analysis, Curve registration, ‎classification‎, Functional data analysis
Qian Xie, Sebastian Kurtek, Anuj Srivastava
Electron. J. Statist. 8 (2), 1920-1929, (2014) DOI: 10.1214/14-EJS938D
KEYWORDS: Elastic curve registration, square-root velocity function, parameterization-invariance, Riemannian metric
Daniel Gervini
Electron. J. Statist. 8 (2), 1930-1936, (2014) DOI: 10.1214/14-EJS938E
KEYWORDS: Karhunen–Loève decomposition, missing data, monotone Hermite splines, random-effect models
Laura M. Sangalli, Piercesare Secchi, Simone Vantini
Electron. J. Statist. 8 (2), 1937-1939, (2014) DOI: 10.1214/14-EJS938REJ
No abstract available
Ying-Chao Hung, Neng-Fang Tseng, Narayanaswamy Balakrishnan
Electron. J. Statist. 8 (2), 1940-1972, (2014) DOI: 10.1214/14-EJS940
KEYWORDS: Granger causality, multivariate time series, vector autoregressive process, Wald test with constrained parameter spaces, multiple hypothesis testing, Lasso-penalized VAR approach, 62M10, 62F03
Hira L. Koul, Weixing Song
Electron. J. Statist. 8 (2), 1973-1995, (2014) DOI: 10.1214/14-EJS941
KEYWORDS: measurement error, Laplace distribution, simulation extrapolation, method of moments, jackknife, 62F10, 62F40, 62G09
Ole E. Barndorff-Nielsen, Mikko S. Pakkanen, Jürgen Schmiegel
Electron. J. Statist. 8 (2), 1996-2021, (2014) DOI: 10.1214/14-EJS942
KEYWORDS: Brownian semistationary process, energy dissipation, Intermittency, power variation, turbulence, Volatility, 62M09, 76F55
Purnamrita Sarkar, Deepayan Chakrabarti, Michael Jordan
Electron. J. Statist. 8 (2), 2022-2065, (2014) DOI: 10.1214/14-EJS943
KEYWORDS: link prediction, Dynamic networks, nonparametric, 62G08, 91D30
Alexandra Carpentier, Arlene K. H. Kim
Electron. J. Statist. 8 (2), 2066-2110, (2014) DOI: 10.1214/14-EJS944
KEYWORDS: confidence intervals, minimax testing, Pareto model, Extreme value theory
Sayantan Banerjee, Subhashis Ghosal
Electron. J. Statist. 8 (2), 2111-2137, (2014) DOI: 10.1214/14-EJS945
KEYWORDS: precision matrix, G-Wishart, convergence rate, 62H12, 62F12, 62F15
Charles-Elie Rabier
Electron. J. Statist. 8 (2), 2138-2157, (2014) DOI: 10.1214/14-EJS947
KEYWORDS: Gaussian process, chi-square process, Hypothesis testing, quantitative trait locus detection, 60G15, 62F03, 62F05
Sophie Pénisson
Electron. J. Statist. 8 (2), 2158-2187, (2014) DOI: 10.1214/14-EJS948
KEYWORDS: multitype branching process, conditioned branching process, CLSE, consistency and asymptotic normality, epidemiology, SEI, 60J80, 60J85, 62P10, 62M05, 62F12, 62J02
Ryan Martin, Stephen G. Walker
Electron. J. Statist. 8 (2), 2188-2206, (2014) DOI: 10.1214/14-EJS949
KEYWORDS: data-dependent prior, high-dimensional, fractional likelihood, posterior concentration, shrinkage, two-groups model, 62C12, 62C20, 62F12
Taras Bodnar, Thorsten Dickhaus
Electron. J. Statist. 8 (2), 2207-2241, (2014) DOI: 10.1214/14-EJS950
KEYWORDS: Clayton copula, exchangeability, Gumbel- Hougaard copula, linear step-up test, Multiple hypotheses testing, $P$-values, 62J15, 62F05, 62F03
Yves F. Atchade
Electron. J. Statist. 8 (2), 2242-2263, (2014) DOI: 10.1214/14-EJS946
KEYWORDS: network estimation, high-dimensional inference, penalized likelihood inference, misspecification, pseudo-likelihood, Markov random fields, 62M40, 62G20
Ilenia Epifani, Lucia Ladelli, Antonio Pievatolo
Electron. J. Statist. 8 (2), 2264-2295, (2014) DOI: 10.1214/14-EJS952
KEYWORDS: Bayesian inference, earthquakes, Gibbs sampling, Markov renewal process, predictive distribution, semi-Markov process, Weibull distribution, 60K20, 62F15, 62M05, 86A15, 65C05
Davit Varron
Electron. J. Statist. 8 (2), 2296-2320, (2014) DOI: 10.1214/14-EJS955
KEYWORDS: Empirical processes, Random measures, Bayesian nonparametrics, 60F17, 60G57, 62F15
Heiko Groenitz
Electron. J. Statist. 8 (2), 2321-2351, (2014) DOI: 10.1214/14-EJS951
KEYWORDS: Sensitive question, socially desired answer, Randomized response, missing data problem, Bayesian inference, logistic regression
Gaëlle Chagny, Angelina Roche
Electron. J. Statist. 8 (2), 2352-2404, (2014) DOI: 10.1214/14-EJS956
KEYWORDS: Adaptive kernel estimator, conditional cumulative distribution function, minimax estimation, functional random variable, Small ball probability, 62G05, 62H12
Stanislav Volgushev, Jens Wagener, Holger Dette
Electron. J. Statist. 8 (2), 2405-2447, (2014) DOI: 10.1214/14-EJS54
KEYWORDS: Quantile regression, Bahadur representation, Variable selection, weak convergence, Censored data, dependent data, 62N02
Charles R. Doss, James M. Flegal, Galin L. Jones, Ronald C. Neath
Electron. J. Statist. 8 (2), 2448-2478, (2014) DOI: 10.1214/14-EJS957
KEYWORDS: Markov chain, Monte Carlo, Quantile estimation, central limit theorem, regeneration, batch means, 60J22, 62M05
Cécile Durot, Hendrik P. Lopuhaä
Electron. J. Statist. 8 (2), 2479-2513, (2014) DOI: 10.1214/14-EJS958
KEYWORDS: isotonic regression, least concave majorant, monotone density, monotone failure rate, monotone regression, 62G05, 62G07, 62G08, 62N02
Xuerong Chen, Alan T. K. Wan, Yong Zhou
Electron. J. Statist. 8 (2), 2514-2540, (2014) DOI: 10.1214/14-EJS959
KEYWORDS: Estimating equation, length-biased, local linear, prevalent cohort, Quantile regression, resampling method, right-censored, varying-coefficient, 62G08, 60K35, 62N02
Salah Khardani, Sihem Semmar
Electron. J. Statist. 8 (2), 2541-2556, (2014) DOI: 10.1214/14-EJS960
KEYWORDS: asymptotic normality, Censored data, Conditional density, Kernel estimator, recursive estimation, Kaplan–Meier estimator, uniform almost sure convergence, 62G05, 62G07, 62G08, 62G20, 62H12
Tonglin Zhang
Electron. J. Statist. 8 (2), 2557-2584, (2014) DOI: 10.1214/14-EJS961
KEYWORDS: asymptotic distribution, Brownian pillow and Brownian sheet, Convergence in distribution, Empirical processes, independence between points and marks, Kolmogorov-Smirnov type test, marked point processes, 62M30, 62G10, 62G20
S. L. van der Pas, B. J. K. Kleijn, A. W. van der Vaart
Electron. J. Statist. 8 (2), 2585-2618, (2014) DOI: 10.1214/14-EJS962
KEYWORDS: Sparsity, horseshoe prior, worst case risk, Bayesian inference, Empirical Bayes, posterior contraction, normal means model, 62F15, 62F10
Johanna F. Ziegel, Tilmann Gneiting
Electron. J. Statist. 8 (2), 2619-2638, (2014) DOI: 10.1214/14-EJS964
KEYWORDS: copula, Kendall distribution, multivariate calibration, density forecast evaluation, ensemble prediction, 62
Guanqun Cao
Electron. J. Statist. 8 (2), 2639-2663, (2014) DOI: 10.1214/14-EJS967
KEYWORDS: B-spline, Confidence band, derivatives, functional data, Semiparametric efficiency, repeated measures, 62G08, 62G10, 62G15, 62G20
Krishna B. Athreya, Vivekananda Roy
Electron. J. Statist. 8 (2), 2664-2692, (2014) DOI: 10.1214/14-EJS969
KEYWORDS: importance sampling, improper posterior, Markov chains, MCMC, null recurrence, ratio limit theorem, regenerative sequence, 65C05, 62M99, 60G50
Adam J. Rothman, Liliana Forzani
Electron. J. Statist. 8 (2), 2693-2700, (2014) DOI: 10.1214/14-EJS973
KEYWORDS: High-dimensional data, precision matrix, ridge penalty, Sparsity, 62H12, 62H20
Yacouba Boubacar Maïnassara
Electron. J. Statist. 8 (2), 2701-2740, (2014) DOI: 10.1214/14-EJS968
KEYWORDS: Covariance matrix estimate, Lagrange multiplier test, likelihood ratio test, QMLE/LSE, residuals derivatives, Wald test, weak VARMA models, 62H12, 62H15, 62M10
Ali Al-Sharadqah
Electron. J. Statist. 8 (2), 2741-2778, (2014) DOI: 10.1214/14-EJS971
KEYWORDS: circle fitting, Computer vision, small-noise model, algebraic fit, geometric fit, mean squared error, bias, variance, 68T10, 68K45, 68K40, 62P30
Dennis Dobler, Markus Pauly
Electron. J. Statist. 8 (2), 2779-2803, (2014) DOI: 10.1214/14-EJS972
KEYWORDS: Aalen-Johansen estimator, bootstrap, Competing risk, counting processes, cumulative incidence function, Left-truncation, right-censoring, weighted bootstrap, 62G09, 62N03, 62G10, 62M02
Zuofeng Shang, Ping Li
Electron. J. Statist. 8 (2), 2804-2847, (2014) DOI: 10.1214/14-EJS963
KEYWORDS: Bayesian group selection, ultrahigh-dimensionality, nonparametric additive model, posterior model consistency, size-control prior, generalized Zellner-Siow prior, generalized hyper-$g$ prior, reversible jump MCMC, 62G20, 62F25, 62F15, 62F12
Francesco Giordano, Maria Lucia Parrella
Electron. J. Statist. 8 (2), 2848-2878, (2014) DOI: 10.1214/14-EJS966
KEYWORDS: 62G08, 65D10, 82C32
Johanna Kappus, Gwennaëlle Mabon
Electron. J. Statist. 8 (2), 2879-2904, (2014) DOI: 10.1214/14-EJS976
KEYWORDS: adaptive estimation, Deconvolution, Density estimation, mean squared risk, nonparametric methods, replicate observations, 62G07, 62G99
Vince Lyzinski, Daniel L. Sussman, Minh Tang, Avanti Athreya, Carey E. Priebe
Electron. J. Statist. 8 (2), 2905-2922, (2014) DOI: 10.1214/14-EJS978
KEYWORDS: clustering, Stochastic block model, degree corrected stochastic block model, 62C30, 05C80
Jyoti Divecha, Jignesh Gondaliya
Electron. J. Statist. 8 (2), 2923-2936, (2014) DOI: 10.1214/14-EJS979
KEYWORDS: Cross over, direct effect, Minimal, directed m-terrace, carry over effect, 62K05, 62K25, 62K10
Manfred Denker, Lucia Tabacu
Electron. J. Statist. 8 (2), 2937-2952, (2014) DOI: 10.1214/14-EJS965
KEYWORDS: Logarithmic quantile estimation, nonparametric factorial designs, rank tests, ANOVA, almost sure weak convergence, shoulder tip pain study, 62G10, 62K15, 62-07
Yudong Zhao, Bruce M. Brown, You-Gan Wang
Electron. J. Statist. 8 (2), 2953-2974, (2014) DOI: 10.1214/14-EJS975
KEYWORDS: Accelerated failure time model, Buckley-James estimator, induced smoothing, rank-based procedure
Mark Fiecas, Rainer von Sachs
Electron. J. Statist. 8 (2), 2975-3003, (2014) DOI: 10.1214/14-EJS977
KEYWORDS: bootstrap, high-dimensional time series, shrinkage estimation, spectral analysis
Adrian Barbu, Tianfu Wu, Ying Nian Wu
Electron. J. Statist. 8 (2), 3004-3030, (2014) DOI: 10.1214/14-EJS981
KEYWORDS: clustering, performance bounds, unsupervised learning
Sara van de Geer, Alan Muro
Electron. J. Statist. 8 (2), 3031-3061, (2014) DOI: 10.1214/15-EJS983
KEYWORDS: compatibility, isotropy, Quadratic forms, Restricted eigenvalue, Sparsity, Transfer principle, 62J07
Qianshun Cheng, Xu Gao, Ryan Martin
Electron. J. Statist. 8 (2), 3062-3076, (2014) DOI: 10.1214/15-EJS984
KEYWORDS: Differential equation, inferential model, plausibility, unbalanced design, variance components, 62F25, 62J99
Andreas Andresen, Vladimir Spokoiny
Electron. J. Statist. 8 (2), 3077-3125, (2014) DOI: 10.1214/14-EJS982
KEYWORDS: Profile maximum likelihood, local linear approximation, spread, local concentration, 62F10, 62J12, 62F25, 62H12
J. A. Hartigan
Electron. J. Statist. 8 (2), 3126-3140, (2014) DOI: 10.1214/14-EJS974
KEYWORDS: Maxima of Gaussian processes, likelihood ratio test, exponential family mixtures, 60E15
P. Vandekerkhove, J. M. Padbidri, D. L. McDowell
Electron. J. Statist. 8 (2), 3141-3175, (2014) DOI: 10.1214/15-EJS985
KEYWORDS: EM algorithm, extreme value, Gumbel, mixture, Model selection, metal fatigue, quasi-maximum likelihood, probability distance, 62G05, 62G20, 62E10
Georg C. Enss, Benedict Götz, Michael Kohler, Adam Krzyżak, Roland Platz
Electron. J. Statist. 8 (2), 3176-3192, (2014) DOI: 10.1214/14-EJS970
KEYWORDS: Conditional quantile estimation, maximal quantile, rate of convergence, supremum norm error, 62G05, 60K35, 62G30
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