VOL. 44 · NO. 1 | February 2016
Ann. Statist. 44 (1), (February 2016)
No abstract available
Ann. Statist. 44 (1), (February 2016)
No abstract available
Alois Kneip, Dominik Poß, Pascal Sarda
Ann. Statist. 44 (1), 1-30, (February 2016) DOI: 10.1214/15-AOS1323
KEYWORDS: Functional linear regression, Model selection, Stochastic processes, Nonstandard asymptotics, 62G08, 62M99, 62J05
Ting Yan, Chenlei Leng, Ji Zhu
Ann. Statist. 44 (1), 31-57, (February 2016) DOI: 10.1214/15-AOS1343
KEYWORDS: Bi-degree sequence, central limit theorem, consistency, directed exponential random graph models, Fisher information matrix, maximum likelihood estimation, 62F10, 62F12, 62B05, 62E20, 05C80
Adam D. Bull
Ann. Statist. 44 (1), 58-86, (February 2016) DOI: 10.1214/15-AOS1349
KEYWORDS: Blumenthal–Getoor index, Lévy process, Infinite variation, jump activity, Semimartingale, 62P20, 62M02, 62M05
Vishesh Karwa, Aleksandra Slavković
Ann. Statist. 44 (1), 87-112, (February 2016) DOI: 10.1214/15-AOS1358
KEYWORDS: degree sequence, differential privacy, $\beta$-model, existence of MLE, measurement error, 62F12, 91D30, 62F30
Holger Dette, Andrey Pepelyshev, Anatoly Zhigljavsky
Ann. Statist. 44 (1), 113-152, (February 2016) DOI: 10.1214/15-AOS1361
KEYWORDS: Linear regression, correlated observations, signed measures, optimal design, BLUE, Gaussian processes, Doob representation, 62K05, 31A10
Rui Song, Moulinath Banerjee, Michael R. Kosorok
Ann. Statist. 44 (1), 153-182, (February 2016) DOI: 10.1214/15-AOS1362
KEYWORDS: Change-point, model mis-specification, 62G20, 62G05, 62E20
Alexander Petersen, Hans-Georg Müller
Ann. Statist. 44 (1), 183-218, (February 2016) DOI: 10.1214/15-AOS1363
KEYWORDS: Basis representation, Kernel estimation, log hazard, prediction, quantiles, samples of density functions, rate of convergence, Wasserstein metric, 62G05, 62G07, 62G20
Jianqing Fan, Yuan Liao, Weichen Wang
Ann. Statist. 44 (1), 219-254, (February 2016) DOI: 10.1214/15-AOS1364
KEYWORDS: Semiparametric factor models, high-dimensionality, loading matrix modeling, sieve approximation, 62H25, 62H15
Tim Patschkowski, Angelika Rohde
Ann. Statist. 44 (1), 255-287, (February 2016) DOI: 10.1214/15-AOS1366
KEYWORDS: Anisotropic density estimation, Bandwidth selection, adaptation to lowest density regions, density dependent minimax optimality, support estimation, 62G07
Ben Sherwood, Lan Wang
Ann. Statist. 44 (1), 288-317, (February 2016) DOI: 10.1214/15-AOS1367
KEYWORDS: Quantile regression, high dimensional data, nonconvex penalty, partial linear, Variable selection, 62G35, 62G20
Chao Gao, Harrison H. Zhou
Ann. Statist. 44 (1), 318-345, (February 2016) DOI: 10.1214/15-AOS1368
KEYWORDS: Bayesian nonparametrics, adaptive estimation, block prior, 62G07, 62G20
Noureddine El Karoui, Hau-Tieng Wu
Ann. Statist. 44 (1), 346-372, (February 2016) DOI: 10.1214/14-AOS1275
KEYWORDS: concentration of measure, random matrices, graph connection Laplacian, vector diffusion maps, spectral geometry, kernel methods, 60F99, 53A99
Can M. Le, Elizaveta Levina, Roman Vershynin
Ann. Statist. 44 (1), 373-400, (February 2016) DOI: 10.1214/15-AOS1360
KEYWORDS: Community detection, spectral clustering, Stochastic block model, social networks, 62H30, 62H25, 62G20
Jing Lei
Ann. Statist. 44 (1), 401-424, (February 2016) DOI: 10.1214/15-AOS1370
KEYWORDS: network data, Stochastic block model, Goodness-of-fit test, consistency, Tracy–Widom distribution, 62H15
Chaohua Dong, Jiti Gao, Dag Tjøstheim
Ann. Statist. 44 (1), 425-453, (February 2016) DOI: 10.1214/15-AOS1372
KEYWORDS: Integrated time series, orthogonal series expansion, Single-index models, partially linear single-index models, dual convergence rates, a trio of convergence rates, 62G05, 62G08, 62G20
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