VOL. 45 · NO. 3 | June 2017
 
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Frontmatter
Ann. Statist. 45 (3), (June 2017)
No abstract available
Ann. Statist. 45 (3), (June 2017)
No abstract available
Articles
Olivier Collier, Laëtitia Comminges, Alexandre B. Tsybakov
Ann. Statist. 45 (3), 923-958, (June 2017) DOI: 10.1214/15-AOS1432
KEYWORDS: Nonasymptotic minimax estimation, linear functional, quadratic functional, Sparsity, unknown noise variance, thresholding, 62J05, 62G05
Song Liu, Taiji Suzuki, Raissa Relator, Jun Sese, Masashi Sugiyama, Kenji Fukumizu
Ann. Statist. 45 (3), 959-990, (June 2017) DOI: 10.1214/16-AOS1470
KEYWORDS: Markov networks, change detection, density ratio estimation, 62F12, 68T99
Yun Yang, Mert Pilanci, Martin J. Wainwright
Ann. Statist. 45 (3), 991-1023, (June 2017) DOI: 10.1214/16-AOS1472
KEYWORDS: Nonparametric regression, random projection, kernel method, dimensionality reduction, Convex optimization, 62G08, 68W20
Christine Cutting, Davy Paindaveine, Thomas Verdebout
Ann. Statist. 45 (3), 1024-1058, (June 2017) DOI: 10.1214/16-AOS1473
KEYWORDS: contiguity, directional statistics, High-dimensional statistics, Invariance, local asymptotic normality, rotationally symmetric distributions, tests of uniformity, 62H11, 62G20, 62H15
Bing Li, Jun Song
Ann. Statist. 45 (3), 1059-1095, (June 2017) DOI: 10.1214/16-AOS1475
KEYWORDS: convergence rate, linear operator, handwriting data, ‎reproducing kernel Hilbert ‎space, speech recognition, Sliced Average Variance Estimator, sliced inverse regression, 62B05, 62G08, 62G20, 62H99
Xuening Zhu, Rui Pan, Guodong Li, Yuewen Liu, Hansheng Wang
Ann. Statist. 45 (3), 1096-1123, (June 2017) DOI: 10.1214/16-AOS1476
KEYWORDS: multivariate time series, ordinary least squares, Social network, vector autoregression, 62M10, 62J05
Eduard Belitser
Ann. Statist. 45 (3), 1124-1151, (June 2017) DOI: 10.1214/16-AOS1477
KEYWORDS: Credible ball, excessive bias restriction, local radial rate, 62G15, 62C05, 62G99
Shaun Fallat, Steffen Lauritzen, Kayvan Sadeghi, Caroline Uhler, Nanny Wermuth, Piotr Zwiernik
Ann. Statist. 45 (3), 1152-1184, (June 2017) DOI: 10.1214/16-AOS1478
KEYWORDS: association, concentration graph, conditional Gaussian distribution, faithfulness, graphical models, log-linear interactions, Markov property, Positive dependence, 60E15, 62H99, 15B48
Ping-Shou Zhong, Wei Lan, Peter X. K. Song, Chih-Ling Tsai
Ann. Statist. 45 (3), 1185-1213, (June 2017) DOI: 10.1214/16-AOS1481
KEYWORDS: Adjusted test, Goodness-of-fit test, longitudinal data, panel data, 62H15, 62G20, 62G10
Peibei Shi, Annie Qu
Ann. Statist. 45 (3), 1214-1253, (June 2017) DOI: 10.1214/16-AOS1482
KEYWORDS: Model selection, weak signal, finite sample inference, Adaptive LASSO, 62F30, 62J07, 62E15
Adam D. Bull
Ann. Statist. 45 (3), 1254-1283, (June 2017) DOI: 10.1214/16-AOS1484
KEYWORDS: diffusion, Goodness-of-fit, jump process, Semimartingale, Wavelets, 62M02, 60J60, 60J75, 62G10, 65T60
Viktor Todorov
Ann. Statist. 45 (3), 1284-1311, (June 2017) DOI: 10.1214/16-AOS1485
KEYWORDS: central limit theorem, high-frequency data, Itô semimartingale, jumps, jump activity index, Nonparametric test, stochastic volatility, power variation, 62F12, 62M05, 60H10, 60J75
Young K. Lee, Enno Mammen, Jens P. Nielsen, Byeong U. Park
Ann. Statist. 45 (3), 1312-1341, (June 2017) DOI: 10.1214/16-AOS1486
KEYWORDS: Density estimation, kernel smoothing, backfitting, chain ladder, 62G07, 62G20
Weichen Wang, Jianqing Fan
Ann. Statist. 45 (3), 1342-1374, (June 2017) DOI: 10.1214/16-AOS1487
KEYWORDS: Asymptotic distributions, Principal Component Analysis, diverging eigenvalues, approximate factor model, relative risk management, false discovery proportion, 62H25, 62H10
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