VOL. 13 · NO. 2 | June 2019
 
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Frontmatter
Ann. Appl. Stat. 13 (2), (June 2019)
No abstract available
Ann. Appl. Stat. 13 (2), (June 2019)
No abstract available
Articles
Michael Bertolacci, Edward Cripps, Ori Rosen, John W. Lau, Sally Cripps
Ann. Appl. Stat. 13 (2), 683-712, (June 2019) DOI: 10.1214/18-AOAS1218
KEYWORDS: Climate, rainfall, Australia, mixture-of-experts, Gaussian processes, parallel and distributed computing
Daniel Dinsdale, Matias Salibian-Barrera
Ann. Appl. Stat. 13 (2), 713-745, (June 2019) DOI: 10.1214/18-AOAS1217
KEYWORDS: Animal movement models, bio-probes, Laplace approximation, preferential sampling, template model builder
Yen-Ning Huang, Brian J. Reich, Montserrat Fuentes, A. Sankarasubramanian
Ann. Appl. Stat. 13 (2), 746-766, (June 2019) DOI: 10.1214/18-AOAS1219
KEYWORDS: Bayesian methods, Calibration, spatial statistics
Colin B. Fogarty, Raiden B. Hasegawa
Ann. Appl. Stat. 13 (2), 767-796, (June 2019) DOI: 10.1214/18-AOAS1215
KEYWORDS: observational studies, Causal inference, nuisance parameters, quadratic programming, hidden bias, superpopulation inference
Gianluca Mastrantonio, Giovanna Jona Lasinio, Alessio Pollice, Giulia Capotorti, Lorenzo Teodonio, Giulio Genova, Carlo Blasi
Ann. Appl. Stat. 13 (2), 797-823, (June 2019) DOI: 10.1214/18-AOAS1212
KEYWORDS: Multivariate process, cyclic effect, coregionalization, NNGP
Jared D. Huling, Menggang Yu, Maureen Smith
Ann. Appl. Stat. 13 (2), 824-847, (June 2019) DOI: 10.1214/18-AOAS1216
KEYWORDS: Fused lasso, Precision medicine, comparative effectiveness research, electronic health records, interaction modeling
Andrew McDavid, Raphael Gottardo, Noah Simon, Mathias Drton
Ann. Appl. Stat. 13 (2), 848-873, (June 2019) DOI: 10.1214/18-AOAS1213
KEYWORDS: Gene network, single cell gene expression, Graphical model, group lasso
Tianjian Zhou, Subhajit Sengupta, Peter Müller, Yuan Ji
Ann. Appl. Stat. 13 (2), 874-899, (June 2019) DOI: 10.1214/18-AOAS1224
KEYWORDS: latent feature model, mutation pair, NGS data, phylogenetic tree, subclone, tumor heterogeneity
Silvia D’Angelo, Thomas Brendan Murphy, Marco Alfò
Ann. Appl. Stat. 13 (2), 900-930, (June 2019) DOI: 10.1214/18-AOAS1221
KEYWORDS: Eurovision, latent space models, multidimensional networks
Adrian Dobra, Camilo Valdes, Dragana Ajdic, Bertrand Clarke, Jennifer Clarke
Ann. Appl. Stat. 13 (2), 931-957, (June 2019) DOI: 10.1214/18-AOAS1229
KEYWORDS: Contingency tables, graphical models, Model selection, microbiome, next generation sequencing
Lorin Crawford, Seth R. Flaxman, Daniel E. Runcie, Mike West
Ann. Appl. Stat. 13 (2), 958-989, (June 2019) DOI: 10.1214/18-AOAS1222
KEYWORDS: Nonlinear regression, Gaussian processes, centrality measures, variable prioritization, Genome-wide association studies, statistical genetics
Carolina Euán, Ying Sun, Hernando Ombao
Ann. Appl. Stat. 13 (2), 990-1015, (June 2019) DOI: 10.1214/18-AOAS1225
KEYWORDS: Cluster coherence, multivariate time series, electroencephalograms, spectral analysis, ‎classification‎
Seyoung Park, Hongyu Zhao
Ann. Appl. Stat. 13 (2), 1016-1042, (June 2019) DOI: 10.1214/18-AOAS1220
KEYWORDS: PCA, missing data, high dimensional, single-cell data
Julia Fukuyama
Ann. Appl. Stat. 13 (2), 1043-1067, (June 2019) DOI: 10.1214/18-AOAS1227
KEYWORDS: PCA, microbiome, phylogeny, Empirical Bayes
Soyoung Park, Alicia Carriquiry
Ann. Appl. Stat. 13 (2), 1068-1102, (June 2019) DOI: 10.1214/18-AOAS1211
KEYWORDS: Multivariate measurements, Random forest, out-of-bag errors, score likelihood ratio, forensic glass comparisons
Miaoyan Wang, Jonathan Fischer, Yun S. Song
Ann. Appl. Stat. 13 (2), 1103-1127, (June 2019) DOI: 10.1214/18-AOAS1228
KEYWORDS: tensor decomposition, tensor projection, clustering, gene expression
Dominik Liebl
Ann. Appl. Stat. 13 (2), 1128-1146, (June 2019) DOI: 10.1214/18-AOAS1230
KEYWORDS: Electricity spot prices, Functional data analysis, local linear kernel estimation, nuclear power phaseout, sparse functional data, time series analysis
Kevin M. Donovan, Michael G. Hudgens, Peter B. Gilbert
Ann. Appl. Stat. 13 (2), 1147-1165, (June 2019) DOI: 10.1214/18-AOAS1237
KEYWORDS: Case-cohort sampling, nonparametric, risk threshold, vaccine studies
Maria Francesca Marino, Maria Giovanna Ranalli, Nicola Salvati, Marco Alfò
Ann. Appl. Stat. 13 (2), 1166-1197, (June 2019) DOI: 10.1214/18-AOAS1226
KEYWORDS: Binary data, exponential family, finite mixtures, general parameters, mixed logistic model, unit-level model
Dankmar Böhning, Peter G. M. van der Heijden
Ann. Appl. Stat. 13 (2), 1198-1211, (June 2019) DOI: 10.1214/18-AOAS1232
KEYWORDS: capture–recapture, Chao estimator, behavioral response, power series distribution, mixture model, zero-truncated model, nonparametric estimator of population size
Li Zeng, Joshua L. Warren, Hongyu Zhao
Ann. Appl. Stat. 13 (2), 1212-1241, (June 2019) DOI: 10.1214/18-AOAS1223
KEYWORDS: Intra-tumor heterogeneity, latent feature allocation, Model selection, tumor evolution
Rachel C. Nethery, Fabrizia Mealli, Francesca Dominici
Ann. Appl. Stat. 13 (2), 1242-1267, (June 2019) DOI: 10.1214/18-AOAS1231
KEYWORDS: Overlap, propensity score, Bayesian additive regression trees, splines, natural gas, cancer mortality
Jean Feng, David A. Shaw, Vladimir N. Minin, Noah Simon, Frederick A. Matsen IV
Ann. Appl. Stat. 13 (2), 1268-1294, (June 2019) DOI: 10.1214/18-AOAS1233
KEYWORDS: Antibody maturation, Survival analysis, Monte Carlo expectation–maximization, Lasso, somatic hypermutation
Fei Gao, Yuanjia Wang, Donglin Zeng
Ann. Appl. Stat. 13 (2), 1295-1318, (June 2019) DOI: 10.1214/18-AOAS1236
KEYWORDS: Alzheimer’s disease, Huntington’s disease, inflection point, measurement error, nonlinear mixed effects model, sigmoid function
Karen D. H. Pan, Karen Kafadar
Ann. Appl. Stat. 13 (2), 1319-1328, (June 2019) DOI: 10.1214/19-AOAS1248
No abstract available
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