VOL. 8 · NO. 3 | September 2014
 
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Frontmatter
Ann. Appl. Stat. 8 (3), (September 2014)
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Ann. Appl. Stat. 8 (3), (September 2014)
No abstract available
Articles
Emily B. Fox, Michael C. Hughes, Erik B. Sudderth, Michael I. Jordan
Ann. Appl. Stat. 8 (3), 1281-1313, (September 2014) DOI: 10.1214/14-AOAS742
KEYWORDS: Bayesian nonparametrics, beta process, Hidden Markov models, motion capture, multiple time series
Sarat C. Dass, Chae Young Lim, Tapabrata Maiti
Ann. Appl. Stat. 8 (3), 1314-1340, (September 2014) DOI: 10.1214/14-AOAS734
KEYWORDS: Biometric authentication, fingerprint-based authentication, individuality, GLMMs, Bayesian inference, Laplace approximation
Daniel Cervone, Natesh S. Pillai, Debdeep Pati, Ross Berbeco, John Henry Lewis
Ann. Appl. Stat. 8 (3), 1341-1371, (September 2014) DOI: 10.1214/14-AOAS744
KEYWORDS: Lung tumor tracking, external beam radiotherapy, nonlinear time series, mixture autoregressive process, time series motifs, likelihood approximation, multiple-step prediction
Morgan Kelly, Cormac Ó Gráda
Ann. Appl. Stat. 8 (3), 1372-1394, (September 2014) DOI: 10.1214/14-AOAS753
KEYWORDS: European Little Ice Age, temporal dependence, Slutsky effect
Arman Sabbaghi, Tirthankar Dasgupta, Qiang Huang, Jizhe Zhang
Ann. Appl. Stat. 8 (3), 1395-1415, (September 2014) DOI: 10.1214/14-AOAS762
KEYWORDS: Additive manufacturing, posterior predictive checks, quality control, Rubin Causal Model, stable unit-treatment value assumption
Abel Rodriguez, David B. Dunson
Ann. Appl. Stat. 8 (3), 1416-1442, (September 2014) DOI: 10.1214/14-AOAS751
KEYWORDS: nonparametric Bayes, nested Dirichlet process, functional clustering, hierarchical functional data, hormone profile
Veerabhadran Baladandayuthapani, Rajesh Talluri, Yuan Ji, Kevin R. Coombes, Yiling Lu, Bryan T. Hennessy, Michael A. Davies, Bani K. Mallick
Ann. Appl. Stat. 8 (3), 1443-1468, (September 2014) DOI: 10.1214/14-AOAS722
KEYWORDS: Bayesian methods, protein signaling pathways, graphical models, Mixture models
Bahman Afsari, Ulisses M. Braga-Neto, Donald Geman
Ann. Appl. Stat. 8 (3), 1469-1491, (September 2014) DOI: 10.1214/14-AOAS738
KEYWORDS: Cancer classification, gene expression, rank discriminant, order statistics
Sixia Chen, Jae-Kwang Kim
Ann. Appl. Stat. 8 (3), 1492-1515, (September 2014) DOI: 10.1214/14-AOAS746
KEYWORDS: Leverage-saliency theory, measurement error models, nonignorable nonresponse, survey sampling, voluntary sampling
A. Paula Palacios, J. Miguel Marín, Emiliano J. Quinto, Michael P. Wiper
Ann. Appl. Stat. 8 (3), 1516-1537, (September 2014) DOI: 10.1214/14-AOAS720
KEYWORDS: Bacterial population modeling, growth functions, neural networks, Bayesian inference
Nikolay Bliznyuk, Christopher J. Paciorek, Joel Schwartz, Brent Coull
Ann. Appl. Stat. 8 (3), 1538-1560, (September 2014) DOI: 10.1214/14-AOAS737
KEYWORDS: Air pollution, approximate inference, covariance tapering, Gaussian processes, hierarchical model, likelihood approximation, particulate matter, Semiparametric model, spatio-temporal model
Jie Peng, Debashis Paul, Hans-Georg Müller
Ann. Appl. Stat. 8 (3), 1561-1582, (September 2014) DOI: 10.1214/14-AOAS740
KEYWORDS: Empirical dynamics, Functional data analysis, linear differential equation, warping
Tauhid Zaman, Emily B. Fox, Eric T. Bradlow
Ann. Appl. Stat. 8 (3), 1583-1611, (September 2014) DOI: 10.1214/14-AOAS741
KEYWORDS: social networks, Twitter, Bayesian inference, time series, forecasting
Sebastian Meyer, Leonhard Held
Ann. Appl. Stat. 8 (3), 1612-1639, (September 2014) DOI: 10.1214/14-AOAS743
KEYWORDS: power law, spatial interaction function, infectious disease surveillance, stochastic epidemic modelling, branching process with immigration, multivariate time series of counts, spatio-temporal point process
James V. Zidek, Gavin Shaddick, Carolyn G. Taylor
Ann. Appl. Stat. 8 (3), 1640-1670, (September 2014) DOI: 10.1214/14-AOAS745
KEYWORDS: preferential sampling, Horvitz–Thompson estimation, response biased sampling, space–time fields
Rensheng Zhou, Nicoleta Serban, Nagi Gebraeel
Ann. Appl. Stat. 8 (3), 1671-1689, (September 2014) DOI: 10.1214/14-AOAS749
KEYWORDS: Degradation modeling, residual life prediction, time-varying environments
Raymond K. W. Wong, Paul Baines, Alexander Aue, Thomas C. M. Lee, Vinay L. Kashyap
Ann. Appl. Stat. 8 (3), 1690-1712, (September 2014) DOI: 10.1214/14-AOAS750
KEYWORDS: Broken power law, CDFN X-ray survey, interwoven EM algorithm, likelihood computations, $\log N$–$\log S$, Pareto distribution
Zhisheng Ye, Hon Keung Tony Ng
Ann. Appl. Stat. 8 (3), 1713-1727, (September 2014) DOI: 10.1214/14-AOAS752
KEYWORDS: EM algorithm, maximum likelihood estimator, lifetime data, missing information
Ander Wilson, Ana G. Rappold, Lucas M. Neas, Brian J. Reich
Ann. Appl. Stat. 8 (3), 1728-1749, (September 2014) DOI: 10.1214/14-AOAS754
KEYWORDS: Air pollution, monotone regression, mortality, ozone-temperature interaction, semi-parametric regression, spatial modeling
Justin Bleich, Adam Kapelner, Edward I. George, Shane T. Jensen
Ann. Appl. Stat. 8 (3), 1750-1781, (September 2014) DOI: 10.1214/14-AOAS755
KEYWORDS: Variable selection, Nonparametric regression, Bayesian learning, machine learning, permutation testing, decision trees, gene regulatory network
Xinxin Zhu, Kenneth P. Bowman, Marc G. Genton
Ann. Appl. Stat. 8 (3), 1782-1799, (September 2014) DOI: 10.1214/14-AOAS756
KEYWORDS: Geostrophic wind, space–time statistical model, wind energy, wind speed forecasting
Jian Kang, Thomas E. Nichols, Tor D. Wager, Timothy D. Johnson
Ann. Appl. Stat. 8 (3), 1800-1824, (September 2014) DOI: 10.1214/14-AOAS757
KEYWORDS: Bayesian spatial point processes, ‎classification‎, hierarchical model, random intensity measure, neuorimage meta-analysis
Takao Kumazawa, Yosihiko Ogata
Ann. Appl. Stat. 8 (3), 1825-1852, (September 2014) DOI: 10.1214/14-AOAS759
KEYWORDS: Akaike Bayesian Information Criterion, change point, two-stage ETAS model, time-dependent parameters, induced seismic activity
James D. Wilson, Simi Wang, Peter J. Mucha, Shankar Bhamidi, Andrew B. Nobel
Ann. Appl. Stat. 8 (3), 1853-1891, (September 2014) DOI: 10.1214/14-AOAS760
KEYWORDS: Community detection, networks, extraction, background, multiple testing
Chris J. Oates, Jim Korkola, Joe W. Gray, Sach Mukherjee
Ann. Appl. Stat. 8 (3), 1892-1919, (September 2014) DOI: 10.1214/14-AOAS761
KEYWORDS: Bayesian network, hierarchical model, belief propagation, information sharing
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