VOL. 11 · NO. 4 | December 2017
Ann. Appl. Stat. 11 (4), (December 2017) Open Access
No abstract available
Ann. Appl. Stat. 11 (4), (December 2017) Open Access
No abstract available
Natalia Nolde, Johanna F. Ziegel
Ann. Appl. Stat. 11 (4), 1833-1874, (December 2017) DOI: 10.1214/17-AOAS1041 Open Access
KEYWORDS: forecasting, backtesting, elicitability, risk measurement procedure, value at risk, expected shortfall, expectiles
Hajo Holzmann, Bernhard Klar
Ann. Appl. Stat. 11 (4), 1875-1882, (December 2017) DOI: 10.1214/17-AOAS1041A Open Access
KEYWORDS: backtesting, forecasting, risk management, scoring rule
Patrick Schmidt
Ann. Appl. Stat. 11 (4), 1883-1885, (December 2017) DOI: 10.1214/17-AOAS1041B Open Access
Mark H. A. Davis
Ann. Appl. Stat. 11 (4), 1886-1887, (December 2017) DOI: 10.1214/17-AOAS1041C Open Access
No abstract available
Chen Zhou
Ann. Appl. Stat. 11 (4), 1888-1893, (December 2017) DOI: 10.1214/17-AOAS1041D Open Access
No abstract available
Marie Kratz
Ann. Appl. Stat. 11 (4), 1894-1900, (December 2017) DOI: 10.1214/17-AOAS1041E Open Access
KEYWORDS: Regulation, risk measure, scoring function
Natalia Nolde, Johanna F. Ziegel
Ann. Appl. Stat. 11 (4), 1901-1911, (December 2017) DOI: 10.1214/17-AOAS1041F Open Access
No abstract available
Peter M. Aronow, Cyrus Samii
Ann. Appl. Stat. 11 (4), 1912-1947, (December 2017) DOI: 10.1214/16-AOAS1005 Open Access
KEYWORDS: interference, potential outcomes, Causal inference, Randomization inference, SUTVA, networks
Nynke M. D. Niezink, Tom A. B. Snijders
Ann. Appl. Stat. 11 (4), 1948-1973, (December 2017) DOI: 10.1214/17-AOAS1037 Open Access
KEYWORDS: social networks, longitudinal data, Markov model, Stochastic differential equations, method of moments
Luke Keele, Kevin M. Quinn
Ann. Appl. Stat. 11 (4), 1974-1997, (December 2017) DOI: 10.1214/17-AOAS1048 Open Access
KEYWORDS: Causal inference, Bayesian statistics, partial identification, sensitivity analysis
William Chad Young, Adrian E. Raftery, Ka Yee Yeung
Ann. Appl. Stat. 11 (4), 1998-2026, (December 2017) DOI: 10.1214/17-AOAS1051 Open Access
KEYWORDS: Model-based clustering, MCDC, gene regulatory network, LINCS
Xiang Zhou
Ann. Appl. Stat. 11 (4), 2027-2051, (December 2017) DOI: 10.1214/17-AOAS1052 Open Access
KEYWORDS: Genome-wide association studies, Summary statistics, variance component, linear mixed model, MINQUE, method of moments
Yuanyuan Duan, Yili Hong, William Q. Meeker, Deborah L. Stanley, Xiaohong Gu
Ann. Appl. Stat. 11 (4), 2052-2079, (December 2017) DOI: 10.1214/17-AOAS1060 Open Access
KEYWORDS: Degradation, nonlinear model, random effects, reliability, service life prediction, UV exposure
Michael Fop, Keith M. Smart, Thomas Brendan Murphy
Ann. Appl. Stat. 11 (4), 2080-2110, (December 2017) DOI: 10.1214/17-AOAS1061 Open Access
KEYWORDS: Clinical criteria selection, clustering, latent class analysis, low back pain, Mixture models, Model-based clustering, Variable selection
Isabelle S. Beaudry, Krista J. Gile, Shruti H. Mehta
Ann. Appl. Stat. 11 (4), 2111-2141, (December 2017) DOI: 10.1214/17-AOAS1063 Open Access
KEYWORDS: Hard-to-reach population sampling, misclassification, SIMEX MC, network sampling, social networks
Ricardo Pio Monti, Christoforos Anagnostopoulos, Giovanni Montana
Ann. Appl. Stat. 11 (4), 2142-2164, (December 2017) DOI: 10.1214/17-AOAS1067 Open Access
KEYWORDS: Functional connectivity, neuroimaging, graphical models, inter-subject variability
Harrison Quick, Lance A. Waller, Michele Casper
Ann. Appl. Stat. 11 (4), 2165-2177, (December 2017) DOI: 10.1214/17-AOAS1068 Open Access
KEYWORDS: Age disparities in health, Bayesian methods, geographic disparities in health, nonseparable models, small area analysis
E. Cantoni, J. Mills Flemming, A. H. Welsh
Ann. Appl. Stat. 11 (4), 2178-2199, (December 2017) DOI: 10.1214/17-AOAS1074 Open Access
KEYWORDS: Bycatch, clustered count data, excess of zeros, random-effects hurdle models, prediction
Zhou Fan, Lester Mackey
Ann. Appl. Stat. 11 (4), 2200-2221, (December 2017) DOI: 10.1214/17-AOAS1075 Open Access
KEYWORDS: Changepoint detection, Empirical Bayes, Markov chain Monte Carlo, copy number variation, stock price volatility
Linda S. L. Tan, Ajay Jasra, Maria De Iorio, Timothy M. D. Ebbels
Ann. Appl. Stat. 11 (4), 2222-2251, (December 2017) DOI: 10.1214/17-AOAS1076 Open Access
KEYWORDS: Gaussian graphical models, prior specification, multiplicative model, sequential Monte Carlo
Rong W. Zablocki, Richard A. Levine, Andrew J. Schork, Shujing Xu, Yunpeng Wang, Chun C. Fan, Wesley K. Thompson
Ann. Appl. Stat. 11 (4), 2252-2269, (December 2017) DOI: 10.1214/17-AOAS1077 Open Access
KEYWORDS: Bayesian mixture model, B-spline densities, genome-wide association study, multiple-comparison procedures, mixture of experts
Yuan Yuan, Fabian E. Bachl, Finn Lindgren, David L. Borchers, Janine B. Illian, Stephen T. Buckland, Håvard Rue, Tim Gerrodette
Ann. Appl. Stat. 11 (4), 2270-2297, (December 2017) DOI: 10.1214/17-AOAS1078 Open Access
KEYWORDS: Distance sampling, spatio-temporal modeling, Stochastic partial differential equations, INLA, spatial point process
Deepayan Chakrabarti
Ann. Appl. Stat. 11 (4), 2298-2331, (December 2017) DOI: 10.1214/17-AOAS1079 Open Access
KEYWORDS: Citation networks, social networks, stochastic blockmodel
Eric Hare, Heike Hofmann, Alicia Carriquiry
Ann. Appl. Stat. 11 (4), 2332-2356, (December 2017) DOI: 10.1214/17-AOAS1080 Open Access
KEYWORDS: 3D topological surface measurement, data visualization, machine learning, feature importance, cross-correlation function
Colin S. Gillespie
Ann. Appl. Stat. 11 (4), 2357-2374, (December 2017) DOI: 10.1214/17-AOAS1082 Open Access
KEYWORDS: power law, Bayesian, missing data, long tailed
Ross Towe, Emma Eastoe, Jonathan Tawn, Philip Jonathan
Ann. Appl. Stat. 11 (4), 2375-2403, (December 2017) DOI: 10.1214/17-AOAS1084 Open Access
KEYWORDS: Climate change, covariate modelling, environmental modelling, Extreme value theory, sea waves, statistical downscaling
Hajo Holzmann, Bernhard Klar
Ann. Appl. Stat. 11 (4), 2404-2431, (December 2017) DOI: 10.1214/17-AOAS1088 Open Access
KEYWORDS: financial time series, predictive performance, probabilistic forecast, locally proper weighted scoring rule, misspecified forecast, rare and extreme events, risk management
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