VOL. 13 · NO. 4 | December 2019
Ann. Appl. Stat. 13 (4), (December 2019)
No abstract available
Ann. Appl. Stat. 13 (4), (December 2019)
No abstract available
Ye Zhang, Zhigang Yao, Patrik Forssén, Torgny Fornstedt
Ann. Appl. Stat. 13 (4), 2011-2042, (December 2019) DOI: 10.1214/19-AOAS1263
KEYWORDS: Rate constant, biosensor, Bayesian, variational method, integral equation, adaptive discretization algorithm
Hannah Worthington, Rachel McCrea, Ruth King, Richard Griffiths
Ann. Appl. Stat. 13 (4), 2043-2064, (December 2019) DOI: 10.1214/19-AOAS1264
KEYWORDS: Hidden Markov model, great crested newts, multi-state data, individual time-varying discrete covariate
Gabriela V. Cohen Freue, David Kepplinger, Matías Salibián-Barrera, Ezequiel Smucler
Ann. Appl. Stat. 13 (4), 2065-2090, (December 2019) DOI: 10.1214/19-AOAS1269
KEYWORDS: robust estimation, regularized estimation, penalized estimation, elastic net penalty, proteomics biomarkers
Jason Xu, Samson Koelle, Peter Guttorp, Chuanfeng Wu, Cynthia Dunbar, Janis L. Abkowitz, Vladimir N. Minin
Ann. Appl. Stat. 13 (4), 2091-2119, (December 2019) DOI: 10.1214/19-AOAS1272
KEYWORDS: Stochastic compartmental models, generalized method of moments, Markov jump processes, mechanistic modeling, stem cells
Jose Ameijeiras-Alonso, Akli Benali, Rosa M. Crujeiras, Alberto Rodríguez-Casal, José M. C. Pereira
Ann. Appl. Stat. 13 (4), 2120-2139, (December 2019) DOI: 10.1214/19-AOAS1273
KEYWORDS: Circular data, multimodality, multiple testing, wildfires
Hongbin Zhang, Lang Wu
Ann. Appl. Stat. 13 (4), 2140-2157, (December 2019) DOI: 10.1214/19-AOAS1274
KEYWORDS: Censored data, HIV/AIDS, mechanistic model, nonlinear mixed effects model, survival data
Emily Berg, Danhyang Lee
Ann. Appl. Stat. 13 (4), 2158-2188, (December 2019) DOI: 10.1214/19-AOAS1276
KEYWORDS: Quantile regression, Empirical Bayes, Parametric bootstrap, erosion, environmental monitoring
Carolyn M. Rutter, Jonathan Ozik, Maria DeYoreo, Nicholson Collier
Ann. Appl. Stat. 13 (4), 2189-2212, (December 2019) DOI: 10.1214/19-AOAS1279
KEYWORDS: Adaptive ABC, agent-based models, colorectal cancer
Ian L. Dryden, Kwang-Rae Kim, Charles A. Laughton, Huiling Le
Ann. Appl. Stat. 13 (4), 2213-2234, (December 2019) DOI: 10.1214/19-AOAS1277
KEYWORDS: Dimension reduction, Manifold, principal components analysis, principal nested spheres, Riemannian, shape
Cecilia Balocchi, Shane T. Jensen
Ann. Appl. Stat. 13 (4), 2235-2259, (December 2019) DOI: 10.1214/19-AOAS1280
KEYWORDS: Urbanism, crime, spatial, time trends
Ningshan Zhang, Kyle Schmaus, Patrick O. Perry
Ann. Appl. Stat. 13 (4), 2260-2288, (December 2019) DOI: 10.1214/19-AOAS1251
KEYWORDS: Generalized linear mixed model, hierarchical model, method of moments, recommender system
Federico Castelletti, Guido Consonni
Ann. Appl. Stat. 13 (4), 2289-2311, (December 2019) DOI: 10.1214/19-AOAS1275
KEYWORDS: Graphical model, Causal inference, Markov equivalence class
Stephen Berg, Jun Zhu, Murray K. Clayton, Monika E. Shea, David J. Mladenoff
Ann. Appl. Stat. 13 (4), 2312-2340, (December 2019) DOI: 10.1214/19-AOAS1259
KEYWORDS: Markov random field, historical ecology, stochastic approximation, maximum likelihood, Mixture models
Susheela P. Singh, Ana-Maria Staicu, Robert R. Dunn, Noah Fierer, Brian J. Reich
Ann. Appl. Stat. 13 (4), 2341-2362, (December 2019) DOI: 10.1214/19-AOAS1262
KEYWORDS: Bayesian nonparametrics, Dirichlet process, high dimensional data, spatial modeling, spike-and-slab prior, Variable selection
John R. Tipton, Mevin B. Hooten, Connor Nolan, Robert K. Booth, Jason McLachlan
Ann. Appl. Stat. 13 (4), 2363-2388, (December 2019) DOI: 10.1214/19-AOAS1281
KEYWORDS: Bayesian hierarchical models, predictive validation, model comparison, ecological functional response model
Fan Li, Fan Li
Ann. Appl. Stat. 13 (4), 2389-2415, (December 2019) DOI: 10.1214/19-AOAS1282
KEYWORDS: Balancing weights, generalized propensity score, generalized overlap weights, health services research, pairwise comparison, racial disparity
Dale L. Zimmerman, Jun Tang, Rui Huang
Ann. Appl. Stat. 13 (4), 2416-2451, (December 2019) DOI: 10.1214/19-AOAS1285
KEYWORDS: Elliptic Fourier model, kernel discriminant analysis, morphometrics, orthogonal distance fitting, shape analysis, superellipse
Kun Liang
Ann. Appl. Stat. 13 (4), 2452-2482, (December 2019) DOI: 10.1214/19-AOAS1270
KEYWORDS: Conditional density, multiple comparison, Nonparametric regression, simultaneous inference
Gianluca Mastrantonio, Clara Grazian, Sara Mancinelli, Enrico Bibbona
Ann. Appl. Stat. 13 (4), 2483-2508, (December 2019) DOI: 10.1214/19-AOAS1289
KEYWORDS: Wolf data, Invariance, coregionalization, continuous-time hidden Markov model
Armin Schwartzman, Andrew J. Schork, Rong Zablocki, Wesley K. Thompson
Ann. Appl. Stat. 13 (4), 2509-2538, (December 2019) DOI: 10.1214/19-AOAS1291
KEYWORDS: high dimensional data, massively univariate regression, Summary statistics, single nucleotide polymorphism
Liberty Vittert, Adrian W. Bowman, Stanislav Katina
Ann. Appl. Stat. 13 (4), 2539-2563, (December 2019) DOI: 10.1214/19-AOAS1267
KEYWORDS: Anatomy, curves, Manifold, p-splines, shape analysis, smoothing, three dimensional
Seth Flaxman, Michael Chirico, Pau Pereira, Charles Loeffler
Ann. Appl. Stat. 13 (4), 2564-2585, (December 2019) DOI: 10.1214/19-AOAS1284
KEYWORDS: spatial statistics, time series, supervised learning, spatiotemporal forecasting, Cox process, RKHS
Silvia Metelli, Nicholas Heard
Ann. Appl. Stat. 13 (4), 2586-2610, (December 2019) DOI: 10.1214/19-AOAS1286
KEYWORDS: Computer networks, anomaly detection, new edges, Bayesian inference
Li Zhu, Zhiguang Huo, Tianzhou Ma, Steffi Oesterreich, George C. Tseng
Ann. Appl. Stat. 13 (4), 2611-2636, (December 2019) DOI: 10.1214/19-AOAS1271
KEYWORDS: Bayesian variable selection, hierarchical overlapping group structure, overlapping groups, spike and slab
Elizabeth Lorenzi, Ricardo Henao, Katherine Heller
Ann. Appl. Stat. 13 (4), 2637-2661, (December 2019) DOI: 10.1214/19-AOAS1292
KEYWORDS: Bayesian factor model, nonparametrics, transfer learning, hierarchical modeling, surgical outcomes, health care
Joe Watson, James V. Zidek, Gavin Shaddick
Ann. Appl. Stat. 13 (4), 2662-2700, (December 2019) DOI: 10.1214/19-AOAS1288
KEYWORDS: preferential sampling, INLA, Random fields, mobile monitors, health effects, Air pollution, big data
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