VOL. 13 · NO. 3 | September 2019
 
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Frontmatter
Ann. Appl. Stat. 13 (3), (September 2019)
No abstract available
Ann. Appl. Stat. 13 (3), (September 2019)
No abstract available
Articles
Tilman M. Davies, Matthew R. Schofield, Jon Cornwall, Philip W. Sheard
Ann. Appl. Stat. 13 (3), 1329-1347, (September 2019) DOI: 10.1214/18-AOAS1214
KEYWORDS: Gaussian process, hierarchical model, Bayesian inference, physiology
Lo-Hua Yuan, Avi Feller, Luke W. Miratrix
Ann. Appl. Stat. 13 (3), 1348-1369, (September 2019) DOI: 10.1214/18-AOAS1235
KEYWORDS: Principal causal effects, Principal stratification, covariate restrictions, multi-site randomized trials, noncompliance, Early College High School
Lin Liu, Yuqi Qiu, Loki Natarajan, Karen Messer
Ann. Appl. Stat. 13 (3), 1370-1396, (September 2019) DOI: 10.1214/19-AOAS1239
KEYWORDS: Post-selection inference, missing data, multiple imputation, Model selection, model averaging
Lekha Patel, Nils Gustafsson, Yu Lin, Raimund Ober, Ricardo Henriques, Edward Cohen
Ann. Appl. Stat. 13 (3), 1397-1429, (September 2019) DOI: 10.1214/19-AOAS1240
KEYWORDS: Hidden Markov models, Markov processes, rate estimation, forward-backward algorithm, super-resolution microscopy
Jeng-Min Chiou, Yu-Ting Chen, Tailen Hsing
Ann. Appl. Stat. 13 (3), 1430-1463, (September 2019) DOI: 10.1214/19-AOAS1242
KEYWORDS: Changepoint analysis, Covariance operator, functional principal component, projection, segmentation
Johann Gagnon-Bartsch, Yotam Shem-Tov
Ann. Appl. Stat. 13 (3), 1464-1483, (September 2019) DOI: 10.1214/19-AOAS1241
KEYWORDS: Balance, Matching, observational study, natural experiment
Ahmed Aziz Ezzat, Mikyoung Jun, Yu Ding
Ann. Appl. Stat. 13 (3), 1484-1510, (September 2019) DOI: 10.1214/19-AOAS1243
KEYWORDS: regime-switching, spatio-temporal, wind energy, wind forecast
Y. X. Rachel Wang, Purnamrita Sarkar, Oana Ursu, Anshul Kundaje, Peter J. Bickel
Ann. Appl. Stat. 13 (3), 1511-1536, (September 2019) DOI: 10.1214/19-AOAS1244
KEYWORDS: Hi-C data, topologically associating domains, network models, Community detection
Yanjun Qian, Jianhua Z. Huang, Chiwoo Park, Yu Ding
Ann. Appl. Stat. 13 (3), 1537-1563, (September 2019) DOI: 10.1214/19-AOAS1245
KEYWORDS: Kalman filter, nanotechnology, nonparametric density, online density estimation, state space model
Lisa Schlosser, Torsten Hothorn, Reto Stauffer, Achim Zeileis
Ann. Appl. Stat. 13 (3), 1564-1589, (September 2019) DOI: 10.1214/19-AOAS1247
KEYWORDS: Parametric models, regression trees, random forests, recursive partitioning, probabilistic forecasting, GAMLSS
Ying Chen, J. S. Marron, Jiejie Zhang
Ann. Appl. Stat. 13 (3), 1590-1616, (September 2019) DOI: 10.1214/18-AOAS1234
KEYWORDS: Seasonal functional time series, warping function, Karcher mean
Gaoxiang Jia, Xinlei Wang, Qiwei Li, Wei Lu, Ximing Tang, Ignacio Wistuba, Yang Xie
Ann. Appl. Stat. 13 (3), 1617-1647, (September 2019) DOI: 10.1214/19-AOAS1249
KEYWORDS: Bayesian hierarchical modeling, control probes, FFPE, housekeeping gene, normalization, random coefficients regression
Jesús D. Arroyo Relión, Daniel Kessler, Elizaveta Levina, Stephan F. Taylor
Ann. Appl. Stat. 13 (3), 1648-1677, (September 2019) DOI: 10.1214/19-AOAS1252
KEYWORDS: Graph classification, High-dimensional data, Variable selection, fMRI data
Seong-Hwan Jun, Samuel W. K. Wong, James V. Zidek, Alexandre Bouchard-Côté
Ann. Appl. Stat. 13 (3), 1678-1707, (September 2019) DOI: 10.1214/19-AOAS1255
KEYWORDS: Graph matching, sequential Monte Carlo, expectation maximization, Plackett–Luce model, computational forestry
Qiwei Li, Xinlei Wang, Faming Liang, Guanghua Xiao
Ann. Appl. Stat. 13 (3), 1708-1732, (September 2019) DOI: 10.1214/19-AOAS1254
KEYWORDS: Multitype point pattern, spatial correlation, Markov random field, double Metropolis–Hastings
Yiyi Liu, Joshua L. Warren, Hongyu Zhao
Ann. Appl. Stat. 13 (3), 1733-1752, (September 2019) DOI: 10.1214/19-AOAS1250
KEYWORDS: Bayesian hierarchical model, clustering, Dirichlet process, Gaussian mixture model, missing data, single-cell RNA-sequencing
Huiping Xu, Xiaochun Li, Changyu Shen, Siu L. Hui, Shaun Grannis
Ann. Appl. Stat. 13 (3), 1753-1790, (September 2019) DOI: 10.1214/19-AOAS1256
KEYWORDS: Conditional dependence, finite mixture, Gaussian random effects model, latent class analysis, Log-linear model, record linkage
Arkaprava Roy, Subhashis Ghosal, Jeffrey Prescott, Kingshuk Roy Choudhury
Ann. Appl. Stat. 13 (3), 1791-1816, (September 2019) DOI: 10.1214/19-AOAS1257
KEYWORDS: ADNI, B-spline prior, brain image, connectome, Graphical model, graphon, HMC
Jessica K. Hargreaves, Marina I. Knight, Jon W. Pitchford, Rachael J. Oakenfull, Sangeeta Chawla, Jack Munns, Seth J. Davis
Ann. Appl. Stat. 13 (3), 1817-1846, (September 2019) DOI: 10.1214/19-AOAS1246
KEYWORDS: Wavelets, spectral decomposition, Hypothesis testing, circadian rhythms
Byron C. Jaeger, D. Leann Long, Dustin M. Long, Mario Sims, Jeff M. Szychowski, Yuan-I Min, Leslie A. Mcclure, George Howard, Noah Simon
Ann. Appl. Stat. 13 (3), 1847-1883, (September 2019) DOI: 10.1214/19-AOAS1261
KEYWORDS: Random forest, survival, machine learning, penalized regression, cardiovascular disease
Jeffrey Regier, Andrew C. Miller, David Schlegel, Ryan P. Adams, Jon D. McAuliffe, Prabhat
Ann. Appl. Stat. 13 (3), 1884-1926, (September 2019) DOI: 10.1214/19-AOAS1258
KEYWORDS: Astronomy, Graphical model, MCMC, variational inference, high performance computing
Chanmin Kim, Michael J. Daniels, Joseph W. Hogan, Christine Choirat, Corwin M. Zigler
Ann. Appl. Stat. 13 (3), 1927-1956, (September 2019) DOI: 10.1214/19-AOAS1260
KEYWORDS: Ambient $\mathrm{PM}_{2.5}$, Bayesian nonparametrics, Gaussian copula, multipollutants, natural indirect effect
Youyi Zhang, Jeffrey S. Morris, Shivali Narang Aerry, Arvind U. K. Rao, Veerabhadran Baladandayuthapani
Ann. Appl. Stat. 13 (3), 1957-1988, (September 2019) DOI: 10.1214/19-AOAS1238
KEYWORDS: Radiological imaging, multi-platform genomics, Bayesian modeling, sparsity priors, integrative modeling, multi-scale models, Cancer
Bret Zeldow, Vincent Lo Re III, Jason Roy
Ann. Appl. Stat. 13 (3), 1989-2010, (September 2019) DOI: 10.1214/19-AOAS1266
KEYWORDS: Bayesian additive regression trees, structural mean model, antiretrovirals
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