VOL. 34 · NO. 3 | August 2019
Statist. Sci. 34 (3), (August 2019) Open Access
No abstract available
Statist. Sci. 34 (3), (August 2019) Open Access
No abstract available
Jacqueline J. Meulman, Anita J. van der Kooij, Kevin L. W. Duisters
Statist. Sci. 34 (3), 361-390, (August 2019) DOI: 10.1214/19-STS697 Open Access
KEYWORDS: Lasso and Elastic Net regularization for nominal and ordinal data, monotonic group Lasso, regularization for categorical high-dimensional data, Optimal scaling, linearization of nonlinear relationships, monotonic step functions and splines
Sijia Xiang, Weixin Yao, Guangren Yang
Statist. Sci. 34 (3), 391-404, (August 2019) DOI: 10.1214/19-STS698 Open Access
KEYWORDS: EM algorithm, Mixture models, mixture regression models, semiparametric mixture models
Anindya Bhadra, Jyotishka Datta, Nicholas G. Polson, Brandon Willard
Statist. Sci. 34 (3), 405-427, (August 2019) DOI: 10.1214/19-STS700 Open Access
KEYWORDS: Global-local priors, horseshoe, horseshoe+, hyper-parameter tuning, Lasso, regression, regularization, Sparsity
Anna L. Smith, Dena M. Asta, Catherine A. Calder
Statist. Sci. 34 (3), 428-453, (August 2019) DOI: 10.1214/19-STS702 Open Access
KEYWORDS: Geometric curvature, graph Laplacian, latent variable, network model
Yuan Ke, Stanislav Minsker, Zhao Ren, Qiang Sun, Wen-Xin Zhou
Statist. Sci. 34 (3), 454-471, (August 2019) DOI: 10.1214/19-STS711 Open Access
KEYWORDS: Covariance estimation, heavy-tailed data, $M$-estimation, nonasymptotics, tail robustness, truncation
Daniele Durante, Tommaso Rigon
Statist. Sci. 34 (3), 472-485, (August 2019) DOI: 10.1214/19-STS712 Open Access
KEYWORDS: EM, logistic regression, Pólya-gamma data augmentation, quadratic approximation, variational Bayes
Pantelis Samartsidis, Shaun R. Seaman, Anne M. Presanis, Matthew Hickman, Daniela De Angelis
Statist. Sci. 34 (3), 486-503, (August 2019) DOI: 10.1214/19-STS713 Open Access
KEYWORDS: Causal impact, Causal inference, difference-in-differences, intervention evaluation, latent factor models, panel data, synthetic controls
Peter M. Atkinson, Jorge Mateu
Statist. Sci. 34 (3), 504-521, (August 2019) DOI: 10.1214/19-STS703 Open Access
KEYWORDS: CSIRO, Geostatistics, Lancaster, longitudinal data analysis, point pattern analysis, spatial statistics, CHICAS
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