VOL. 43 · NO. 1 | February 2015
Ann. Statist. 43 (1), (February 2015)
No abstract available
Ann. Statist. 43 (1), (February 2015)
No abstract available
Kevin McGoff, Sayan Mukherjee, Andrew Nobel, Natesh Pillai
Ann. Statist. 43 (1), 1-29, (February 2015) DOI: 10.1214/14-AOS1259
KEYWORDS: dynamical systems, Hidden Markov models, maximum likelihood estimation, strong consistency, 37A50, 37A25, 62B10, 62F12, 62M09, 37D20, 60F10, 62M05, 62M10, 94A17
Linwei Hu, Min Yang, John Stufken
Ann. Statist. 43 (1), 30-56, (February 2015) DOI: 10.1214/14-AOS1263
KEYWORDS: Chebyshev system, complete class, generalized linear model, locally optimal design, nonlinear model, 62K05, 62J02
Jiashun Jin
Ann. Statist. 43 (1), 57-89, (February 2015) DOI: 10.1214/14-AOS1265
KEYWORDS: Community detection, Degree Corrected Block Model (DCBM), Hamming distance, $k$-means method, Moderate deviation, modularity, PCA, Social network, Sparsity, spectral analysis, 62H30, 91C20, 62P25
Inga Samonenko, John Robinson
Ann. Statist. 43 (1), 90-101, (February 2015) DOI: 10.1214/14-AOS1266
KEYWORDS: saddlepoint approximations, admissible domain, 62G09, 62G10, 62G20, 60F10
T. Tony Cai, Anru Zhang
Ann. Statist. 43 (1), 102-138, (February 2015) DOI: 10.1214/14-AOS1267
KEYWORDS: Constrained nuclear norm minimization, low-rank matrix recovery, Optimal rate of convergence, rank-one projection, restricted uniform boundedness, spiked covariance matrix, 62H12, 62H36, 62C20
Hao Chen, Nancy Zhang
Ann. Statist. 43 (1), 139-176, (February 2015) DOI: 10.1214/14-AOS1269
KEYWORDS: Change-point, graph-based tests, nonparametrics, scan statistic, tail probability, High-dimensional data, complex data, network data, non-Euclidean data, 62G32
Sourav Chatterjee
Ann. Statist. 43 (1), 177-214, (February 2015) DOI: 10.1214/14-AOS1272
KEYWORDS: Matrix completion, matrix estimation, sochastic blockmodel, Latent space model, distance matrix, Covariance matrix, Singular value decomposition, low rank matrices, graphons, 62F12, 62G05, 05C99, 60B20
Jing Lei, Alessandro Rinaldo
Ann. Statist. 43 (1), 215-237, (February 2015) DOI: 10.1214/14-AOS1274
KEYWORDS: network data, Stochastic block model, spectral clustering, Sparsity, 62F12
Chris Sherlock, Alexandre H. Thiery, Gareth O. Roberts, Jeffrey S. Rosenthal
Ann. Statist. 43 (1), 238-275, (February 2015) DOI: 10.1214/14-AOS1278
KEYWORDS: Markov chain Monte Carlo, MCMC, pseudo-marginal random walk Metropolis, Optimal scaling, diffusion limit, particle methods, 65C05, 65C40, 60F05
Ana Ferreira, Laurens de Haan
Ann. Statist. 43 (1), 276-298, (February 2015) DOI: 10.1214/14-AOS1280
KEYWORDS: Block maxima, peaks-over-threshold, probability weighted moment estimators, extreme value index, asymptotic normality, extreme quantile estimation, 62G32, 62G20, 62G30
Jing Lei, Vincent Q. Vu
Ann. Statist. 43 (1), 299-322, (February 2015) DOI: 10.1214/14-AOS1273
KEYWORDS: principal components analysis, subspace estimation, Sparsity, Variable selection, agnostic inference, 62H12
Joan Bruna, Stéphane Mallat, Emmanuel Bacry, Jean-François Muzy
Ann. Statist. 43 (1), 323-351, (February 2015) DOI: 10.1214/14-AOS1276
KEYWORDS: multifractal, Intermittency, wavelet analysis, spectral analysis, generalized method of moments, 62M10, 62M15, 62M40
Rajarshi Mukherjee, Natesh S. Pillai, Xihong Lin
Ann. Statist. 43 (1), 352-381, (February 2015) DOI: 10.1214/14-AOS1279
KEYWORDS: minimax hypothesis testing, binary regression, Detection boundary, higher criticism, Sparsity, 62G10, 62G20, 62C20
Zhigang Bao, Guangming Pan, Wang Zhou
Ann. Statist. 43 (1), 382-421, (February 2015) DOI: 10.1214/14-AOS1281
KEYWORDS: Sample covariance matrices, edge universality, Tracy–Widom law, 60B20, 62H10, 15B52, 62H25
Kaie Kubjas, Elina Robeva, Bernd Sturmfels
Ann. Statist. 43 (1), 422-461, (February 2015) DOI: 10.1214/14-AOS1282
KEYWORDS: maximum likelihood, EM algorithm, mixture model, nonnegative rank, 62F10, 13P25
Peter J. Bickel, Aiyou Chen, Yunpeng Zhao, Elizaveta Levina, Ji Zhu
Ann. Statist. 43 (1), 462-466, (February 2015) DOI: 10.1214/14-AOS1271
KEYWORDS: Network communities, Stochastic block model, degree-corrected stochastic block model, consistency of community detection, 62G20
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