VOL. 43 · NO. 2 | April 2015
Ann. Statist. 43 (2), (April 2015)
No abstract available
Ann. Statist. 43 (2), (April 2015)
No abstract available
Yanrong Yang, Guangming Pan
Ann. Statist. 43 (2), 467-500, (April 2015) DOI: 10.1214/14-AOS1284
KEYWORDS: Canonical correlation coefficients, central limit theorem, large dimensional random matrix theory, Independence test, Linear spectral statistics, 60K35
Wei Zheng
Ann. Statist. 43 (2), 501-518, (April 2015) DOI: 10.1214/14-AOS1287
KEYWORDS: approximate design theory, Interference model, linear equations system, pseudo symmetric designs, universally optimal designs, 62K05, 62J05
Soutir Bandyopadhyay, Soumendra N. Lahiri, Daniel J. Nordman
Ann. Statist. 43 (2), 519-545, (April 2015) DOI: 10.1214/14-AOS1291
KEYWORDS: Confidence sets, discrete Fourier transform, estimating equations, hypotheses testing, periodogram, spectral moment conditions, stochastic design, variogram, Wilks’ theorem, 62M30, 62E20
Shurong Zheng, Zhidong Bai, Jianfeng Yao
Ann. Statist. 43 (2), 546-591, (April 2015) DOI: 10.1214/14-AOS1292
KEYWORDS: CLT for linear spectral statistics, unbiased sample covariance matrix, substitution principle, testing on high-dimensional covariance matrix, high-dimensional sample covariance matrix, large Fisher matrix, High-dimensional data, 62H15, 15B52, 62H10
Clément Levrard
Ann. Statist. 43 (2), 592-619, (April 2015) DOI: 10.1214/14-AOS1293
KEYWORDS: quantization, Localization, fast rates, margin conditions, 62H30
Young K. Lee, Enno Mammen, Jens P. Nielsen, Byeong U. Park
Ann. Statist. 43 (2), 620-651, (April 2015) DOI: 10.1214/14-AOS1288
KEYWORDS: Density estimation, kernel smoothing, backfitting, chain ladder, 62G07, 62G20
Yun Yang, Surya T. Tokdar
Ann. Statist. 43 (2), 652-674, (April 2015) DOI: 10.1214/14-AOS1289
KEYWORDS: adaptive estimation, high-dimensional regression, minimax risk, Model selection, Nonparametric regression, 62G08, 62C20, 60G15
Haoyang Liu, Alexander Aue, Debashis Paul
Ann. Statist. 43 (2), 675-712, (April 2015) DOI: 10.1214/14-AOS1294
KEYWORDS: Autocovariance matrices, Empirical spectral distribution, High-dimensional statistics, linear time series, Marčenko–Pastur law, Stieltjes transform, 62H25, 62M10
Michael Vogt, Holger Dette
Ann. Statist. 43 (2), 713-740, (April 2015) DOI: 10.1214/14-AOS1297
KEYWORDS: local stationarity, Empirical processes, measure of time-variation, 62G05, 62G20, 62M10
Ting Zhang, Wei Biao Wu
Ann. Statist. 43 (2), 741-768, (April 2015) DOI: 10.1214/14-AOS1299
KEYWORDS: information criterion, local linear estimation, nonparametric model selection, nonstationary processes, time-varying nonlinear regression models, 62G05, 62G08, 62G20
Pierre E. Jacob, Alexandre H. Thiery
Ann. Statist. 43 (2), 769-784, (April 2015) DOI: 10.1214/15-AOS1311
KEYWORDS: unbiased estimator, Poisson estimator, Monte Carlo methods, sign problem, Bernoulli factory, 65C50, 65C60, 68W20
Chao Gao, Harrison H. Zhou
Ann. Statist. 43 (2), 785-818, (April 2015) DOI: 10.1214/14-AOS1268
KEYWORDS: Principal Component Analysis, Bayesian estimation, posterior contraction, 62H25, 62G05
Geoffrey Schiebinger, Martin J. Wainwright, Bin Yu
Ann. Statist. 43 (2), 819-846, (April 2015) DOI: 10.1214/14-AOS1283
KEYWORDS: mixture model, spectral clustering, normalized Laplacian, kernel function, 62G20
Xin-Bing Kong, Zhi Liu, Bing-Yi Jing
Ann. Statist. 43 (2), 847-877, (April 2015) DOI: 10.1214/14-AOS1298
KEYWORDS: Itô semimartingale, pure-jump process, integrated volatility, realized characteristic function, 62M05, 62G20, 60J75, 60G20
Sami Umut Can, John H. J. Einmahl, Estate V. Khmaladze, Roger J. A. Laeven
Ann. Statist. 43 (2), 878-902, (April 2015) DOI: 10.1214/14-AOS1304
KEYWORDS: Extreme value theory, tail dependence, goodness-of-fit testing, martingale transform, 62G10, 62G20, 62G32, 62F03
Anne-Laure Fougères, Laurens de Haan, Cécile Mercadier
Ann. Statist. 43 (2), 903-934, (April 2015) DOI: 10.1214/14-AOS1305
KEYWORDS: multivariate extreme value theory, tail dependence, bias correction, threshold choice, 62G32, 62G05, 62G20, 60F05, 60G70
Jianqing Fan, Lingzhou Xue, Hui Zou
Ann. Statist. 43 (2), 935, (April 2015) DOI: 10.1214/14-AOS1296
No abstract available
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