VOL. 10 · NO. 3 | September 2016
Ann. Appl. Stat. 10 (3), (September 2016) Open Access
No abstract available
Ann. Appl. Stat. 10 (3), (September 2016) Open Access
No abstract available
Raymond K. W. Wong, Thomas C. M. Lee, Debashis Paul, Jie Peng, Alzheimer’s Disease Neuroimaging Initiative
Ann. Appl. Stat. 10 (3), 1137-1156, (September 2016) DOI: 10.1214/15-AOAS880 Open Access
KEYWORDS: Diffusion tensor imaging, direction smoothing, multi-tensor model, fiber tracking, tractography
Armin Schwartzman
Ann. Appl. Stat. 10 (3), 1157-1159, (September 2016) DOI: 10.1214/16-AOAS935 Open Access
No abstract available
Nicole A. Lazar
Ann. Appl. Stat. 10 (3), 1160-1161, (September 2016) DOI: 10.1214/16-AOAS936 Open Access
No abstract available
Jian Kang, Lexin Li
Ann. Appl. Stat. 10 (3), 1162-1165, (September 2016) DOI: 10.1214/16-AOAS937 Open Access
KEYWORDS: Diffusion tensor imaging, discussion
No abstract available
Raymond K. W. Wong, Thomas C. M. Lee, Debashis Paul, Jie Peng
Ann. Appl. Stat. 10 (3), 1166-1169, (September 2016) DOI: 10.1214/16-AOAS880R Open Access
No abstract available
Bruno Arpino, Alessandra Mattei
Ann. Appl. Stat. 10 (3), 1170-1194, (September 2016) DOI: 10.1214/15-AOAS902 Open Access
KEYWORDS: interference, Causal inference, policy evaluation, potential outcomes, Rubin Causal Model, SUTVA
Han Wu, Yu Zhu
Ann. Appl. Stat. 10 (3), 1195-1216, (September 2016) DOI: 10.1214/16-AOAS906 Open Access
KEYWORDS: RNA-Seq, transcriptome profiling, finite Poisson mixture model, convolution
Ian Johnston, Timothy Hancock, Hiroshi Mamitsuka, Luis Carvalho
Ann. Appl. Stat. 10 (3), 1217-1244, (September 2016) DOI: 10.1214/16-AOAS907 Open Access
KEYWORDS: Large $p$ small $n$, hierarchical Bayes, Pólya–Gamma latent variable
Avi Feller, Todd Grindal, Luke Miratrix, Lindsay C. Page
Ann. Appl. Stat. 10 (3), 1245-1285, (September 2016) DOI: 10.1214/16-AOAS910 Open Access
KEYWORDS: Principal stratification, early childhood education, treatment effect variation, Head Start
Abhirup Datta, Sudipto Banerjee, Andrew O. Finley, Nicholas A. S. Hamm, Martijn Schaap
Ann. Appl. Stat. 10 (3), 1286-1316, (September 2016) DOI: 10.1214/16-AOAS931 Open Access
KEYWORDS: Nonseparable spatio-temporal models, scalable Gaussian process, nearest neighbors, Bayesian inference, Markov chain Monte Carlo, environmental pollutants
Mengyang Gu, James O. Berger
Ann. Appl. Stat. 10 (3), 1317-1347, (September 2016) DOI: 10.1214/16-AOAS934 Open Access
KEYWORDS: Gaussian process, computer model emulation, space–time coordinate, objective Bayesian analysis
Chandler Zuo, Kailei Chen, Kyle J. Hewitt, Emery H. Bresnick, Sündüz Keleş
Ann. Appl. Stat. 10 (3), 1348-1372, (September 2016) DOI: 10.1214/16-AOAS938 Open Access
KEYWORDS: State-space, clustering, E-M algorithm, transcription factors, ChIP-seq
Thomas E. Bartlett, Alexey Zaikin
Ann. Appl. Stat. 10 (3), 1373-1396, (September 2016) DOI: 10.1214/16-AOAS939 Open Access
KEYWORDS: Computational biology, Stochastic networks, Community detection, epigenomics
Fang Han, Xiaoyan Han, Han Liu, Brian Caffo
Ann. Appl. Stat. 10 (3), 1397-1426, (September 2016) DOI: 10.1214/16-AOAS940 Open Access
KEYWORDS: Graphical model, median graph, complex aggregated data, Semiparametric model, High-dimensional statistics
Duncan Lee, Andrew Lawson
Ann. Appl. Stat. 10 (3), 1427-1446, (September 2016) DOI: 10.1214/16-AOAS941 Open Access
KEYWORDS: Cluster detection, maternal smoking, spatial inequality, spatio-temporal modelling
Paul R. Rosenbaum
Ann. Appl. Stat. 10 (3), 1447-1471, (September 2016) DOI: 10.1214/16-AOAS942 Open Access
KEYWORDS: Causal inference, design sensitivity, observational study, Scheffe projection, sensitivity analysis
Vanda Inácio de Carvalho, Miguel de Carvalho, Todd A. Alonzo, Wenceslao González-Manteiga
Ann. Appl. Stat. 10 (3), 1472-1495, (September 2016) DOI: 10.1214/16-AOAS943 Open Access
KEYWORDS: Arterial oxygen saturation, average specificity, biomarker, functional covariate-adjustment, gamma-glutamyl transferase, kernel regression, metabolic syndrome, partial area under the curve, Sensitivity, specificity-receiver operating characteristic curve
Julyan Arbel, Kerrie Mengersen, Judith Rousseau
Ann. Appl. Stat. 10 (3), 1496-1516, (September 2016) DOI: 10.1214/16-AOAS944 Open Access
KEYWORDS: Bayesian nonparametrics, covariate-dependent model, Gaussian processes, Griffiths–Engen–McCloskey distribution, partially replicated data, stick-breaking representation
Yang Liu, James V. Zidek, Andrew W. Trites, Brian C. Battaile
Ann. Appl. Stat. 10 (3), 1517-1546, (September 2016) DOI: 10.1214/16-AOAS945 Open Access
KEYWORDS: Bayesian melding, downscaling, bio-logging, Conditional independence, INLA, Dead-Reckoning, tracking, marine mammals, Northern fur seal
Thierry Chekouo, Francesco C. Stingo, Michele Guindani, Kim-Anh Do
Ann. Appl. Stat. 10 (3), 1547-1571, (September 2016) DOI: 10.1214/16-AOAS948 Open Access
KEYWORDS: Imaging genetics, fMRI, data integration, Bayesian variable selection, Markov random field, nonlocal prior
Eleni Matechou, Rachel S. McCrea, Byron J. T. Morgan, Darryn J. Nash, Richard A. Griffiths
Ann. Appl. Stat. 10 (3), 1572-1589, (September 2016) DOI: 10.1214/16-AOAS949 Open Access
KEYWORDS: Common lizard, depletion, great crested newts, RJMCMC, stopover model
Daniel W. Gladish, Stephen E. Lewis, Zoë T. Bainbridge, Jon E. Brodie, Petra M. Kuhnert, Daniel E. Pagendam, Christopher K. Wikle, Rebecca Bartley, Ross D. Searle, Robin J. Ellis, Cameron Dougall, Ryan D. R. Turner
Ann. Appl. Stat. 10 (3), 1590-1618, (September 2016) DOI: 10.1214/16-AOAS950 Open Access
KEYWORDS: Water quality, Bayesian hierarchical model, SedNet, catchment modelling, spatio-temporal
Xiaoquan Wen
Ann. Appl. Stat. 10 (3), 1619-1638, (September 2016) DOI: 10.1214/16-AOAS952 Open Access
KEYWORDS: Molecular QTL, genomic annotations, Bayesian FDR control, QTL mapping
Han Lin Shang
Ann. Appl. Stat. 10 (3), 1639-1672, (September 2016) DOI: 10.1214/16-AOAS953 Open Access
KEYWORDS: Augmented common factor method, coherent forecasts, functional time series, life expectancy forecasting, mortality forecasting, product-ratio method
Brook T. Russell, Daniel S. Cooley, William C. Porter, Brian J. Reich, Colette L. Heald
Ann. Appl. Stat. 10 (3), 1673-1698, (September 2016) DOI: 10.1214/16-AOAS954 Open Access
KEYWORDS: tail dependence, multivariate regular variation, constrained optimization, cross-validation, smooth threshold
Jie Liu, Chunming Zhang, David Page
Ann. Appl. Stat. 10 (3), 1699-1724, (September 2016) DOI: 10.1214/16-AOAS956 Open Access
KEYWORDS: Multiple testing under dependence, graphical models, Markov random field, local index of significance, genome-wide association study
Eric Warren Fox, Frederic Paik Schoenberg, Joshua Seth Gordon
Ann. Appl. Stat. 10 (3), 1725-1756, (September 2016) DOI: 10.1214/16-AOAS957 Open Access
KEYWORDS: Point processes, nonparametric estimation, Hawkes process, MISD, ETAS model, earthquake forecasting
Kaushik Jana, Debasis Sengupta, Kalyan Rudra
Ann. Appl. Stat. 10 (3), 1757-1775, (September 2016) DOI: 10.1214/16-AOAS958 Open Access
KEYWORDS: bifurcation, dependence measure, hydrological constant, independence, multiplicative distortion, trans-boundary river
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