VOL. 37 · NO. 4 | November 2022
 
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Frontmatter
Statist. Sci. 37 (4), (November 2022)
No abstract available
Statist. Sci. 37 (4), (November 2022)
No abstract available
Articles
Michael P. Fay, Michael A. Proschan, Erica H. Brittain, Ram Tiwari
Statist. Sci. 37 (4), 455-472, (November 2022) DOI: 10.1214/21-STS833
KEYWORDS: Bayesian calibration, Bayesian hypothesis testing, frequentist matching priors, objective priors, probability matching priors
Zhirui Hu, Zheng Tracy Ke, Jun S. Liu
Statist. Sci. 37 (4), 473-493, (November 2022) DOI: 10.1214/21-STS834
KEYWORDS: Doubly reparametrized gradient estimator, error-in-variables, fully connected feed-forward neural network, importance weighted autoencoder, normalizing flow, SIMEX, variational autoencoder
Seyoon Ko, Hua Zhou, Jin J. Zhou, Joong-Ho Won
Statist. Sci. 37 (4), 494-518, (November 2022) DOI: 10.1214/21-STS835
KEYWORDS: High-performance statistical computing, graphics processing units (GPUs), Cloud computing, deep learning, MM algorithms, ADMM, PDHG, Cox regression
Daniel Sanz-Alonso, Ruiyi Yang
Statist. Sci. 37 (4), 519-540, (November 2022) DOI: 10.1214/21-STS838
KEYWORDS: Gauss Matérn fields, Gaussian Markov random fields, graph Laplacians, latent Gaussian models, Stochastic partial differential equations
Vanda Inácio, María Xosé Rodríguez-Álvarez
Statist. Sci. 37 (4), 541-561, (November 2022) DOI: 10.1214/21-STS839
KEYWORDS: Classification accuracy, covariate-adjustment, decision threshold, diagnostic test, Dirichlet process (mixture) model, receiver operating characteristic curve
Dominic Edelmann, Jelle Goeman
Statist. Sci. 37 (4), 562-579, (November 2022) DOI: 10.1214/21-STS841
KEYWORDS: distance covariance, Distance correlation, Hilbert–Schmidt independence criterion, global test, equivalence, locally most powerful
Qinglong Tian, Daniel J. Nordman, William Q. Meeker
Statist. Sci. 37 (4), 580-597, (November 2022) DOI: 10.1214/21-STS842
KEYWORDS: bootstrap, Calibration, coverage probability, prediction interval, predictive distribution
Per Gösta Andersson
Statist. Sci. 37 (4), 598-606, (November 2022) DOI: 10.1214/21-STS837
KEYWORDS: Correlation, coverage probability, score statistic, skewness, Wald statistic
Shankar Bhamidi
Statist. Sci. 37 (4), 607-624, (November 2022) DOI: 10.1214/22-STS849 Open Access
KEYWORDS: exchangeability, Markov chain mixing times, scaling limits, Local weak convergence, Random graphs, network models
Supplemental Discussion
Michael Lavine, Jan F. Bjørnstad
Statist. Sci. 37 (4), 625-627, (November 2022) DOI: 10.1214/22-STS862
KEYWORDS: Confidence, likelihood
Yudi Pawitan, Youngjo Lee
Statist. Sci. 37 (4), 628-629, (November 2022) DOI: 10.1214/22-STS869
No abstract available
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