VOL. 42 · NO. 6 | December 2014
Ann. Statist. 42 (6), (December 2014) Open Access
No abstract available
Ann. Statist. 42 (6), (December 2014) Open Access
No abstract available
Peter Binev, Albert Cohen, Wolfgang Dahmen, Ronald DeVore
Ann. Statist. 42 (6), 2141-2163, (December 2014) DOI: 10.1214/14-AOS1234 Open Access
KEYWORDS: Binary classification, Adaptive methods, set estimators, tree-based algorithms, 62M45, 65D05, 68Q32, 97N50
Zhaoran Wang, Han Liu, Tong Zhang
Ann. Statist. 42 (6), 2164-2201, (December 2014) DOI: 10.1214/14-AOS1238 Open Access
KEYWORDS: Nonconvex regularized $M$-estimation, path-following method, geometric computational rate, optimal statistical rate, 62F30, 90C26, 62J12, 90C52
Zheng Tracy Ke, Jiashun Jin, Jianqing Fan
Ann. Statist. 42 (6), 2202-2242, (December 2014) DOI: 10.1214/14-AOS1243 Open Access
KEYWORDS: asymptotic minimaxity, graph of least favorables (GOLF), graph of strong dependence (GOSD), Hamming distance, multivariate screening, phase diagram, rare and weak signal model, Sparsity, Variable selection, 62J05, 62J07, 62C20, 62F12
Piotr Fryzlewicz
Ann. Statist. 42 (6), 2243-2281, (December 2014) DOI: 10.1214/14-AOS1245 Open Access
KEYWORDS: Multiple change-points, change-point detection, binary segmentation, randomised algorithms, thresholding, Bayesian Information Criterion, 62G05
R. A. Bailey, P. Druilhet
Ann. Statist. 42 (6), 2282-2300, (December 2014) DOI: 10.1214/14-AOS1247 Open Access
KEYWORDS: Cross-over designs, repeated measurement designs, interference models, optimal design, total effects, 62K05, 62K10
Brittany Terese Fasy, Fabrizio Lecci, Alessandro Rinaldo, Larry Wasserman, Sivaraman Balakrishnan, Aarti Singh
Ann. Statist. 42 (6), 2301-2339, (December 2014) DOI: 10.1214/14-AOS1252 Open Access
KEYWORDS: Persistent homology, topology, Density estimation, 62G05, 62G20, 62H12
Sourav Chatterjee
Ann. Statist. 42 (6), 2340-2381, (December 2014) DOI: 10.1214/14-AOS1254 Open Access
KEYWORDS: least squares, maximum likelihood, convex constraint, empirical process, Lasso, isotonic regression, Denoising, 62F10, 62F12, 62F30, 62G08
Gábor J. Székely, Maria L. Rizzo
Ann. Statist. 42 (6), 2382-2412, (December 2014) DOI: 10.1214/14-AOS1255 Open Access
KEYWORDS: independence, multivariate, partial distance correlation, dissimilarity, energy statistics, 62Hxx, 62H20, 62H15, 62Gxx
David Donoho, Matan Gavish
Ann. Statist. 42 (6), 2413-2440, (December 2014) DOI: 10.1214/14-AOS1257 Open Access
KEYWORDS: Matrix denoising, nuclear norm minimization, singular value thresholding, optimal threshold, Stein unbiased risk estimate, monotonicity of power functions of multivariate tests, matrix completion from Gaussian measurements, phase transition, 62C20, 62H25, 90C25, 90C22
Chih-Hao Chang, Hsin-Cheng Huang, Ching-Kang Ing
Ann. Statist. 42 (6), 2441-2468, (December 2014) DOI: 10.1214/14-AOS1258 Open Access
KEYWORDS: Akaike’s information criterion, Bayesian Information Criterion, fixed domain asymptotic, selection consistency, increasing domain asymptotic, Variable selection, 63M30, 62F07, 62F12
Anand Bhaskar, Yun S. Song
Ann. Statist. 42 (6), 2469-2493, (December 2014) DOI: 10.1214/14-AOS1264 Open Access
KEYWORDS: Population genetics, Identifiability, population size, coalescent theory, frequency spectrum, 62B10, 92D15
Dimitris Bertsimas, Rahul Mazumder
Ann. Statist. 42 (6), 2494-2525, (December 2014) DOI: 10.1214/14-AOS1223 Open Access
KEYWORDS: least median of squares, robust statistics, least quantile regression, algorithms, mixed integer programming, global optimization, continuous optimization, 62J05, 62G35, 90C11, 90C26
Peter Bühlmann, Jonas Peters, Jan Ernest
Ann. Statist. 42 (6), 2526-2556, (December 2014) DOI: 10.1214/14-AOS1260 Open Access
KEYWORDS: graphical modeling, intervention calculus, Nonparametric regression, regularized estimation, Sparsity, structural equation model, 62G99, 62H99, 68T99
Johannes Schmidt-Hieber
Ann. Statist. 42 (6), 2557-2585, (December 2014) DOI: 10.1214/14-AOS1262 Open Access
KEYWORDS: ‎asymptotic ‎equivalence, long memory, fractional Brownian motion, fractional Gaussian noise, Fractional calculus, Inverse problems, nonharmonic Fourier series, reproducing kernel Hilbert space (RKHS), stationarity, 62G08, 62G20
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