VOL. 10 · NO. 4 | December 2016
 
VIEW ALL ABSTRACTS +
Frontmatter
Ann. Appl. Stat. 10 (4), (December 2016) Open Access
No abstract available
Ann. Appl. Stat. 10 (4), (December 2016) Open Access
No abstract available
Articles
Bernard W. Silverman
Ann. Appl. Stat. 10 (4), 1777-1778, (December 2016) DOI: 10.1214/16-AOAS896F Open Access
No abstract available
Pengsheng Ji, Jiashun Jin
Ann. Appl. Stat. 10 (4), 1779-1812, (December 2016) DOI: 10.1214/15-AOAS896 Open Access
KEYWORDS: Adjacent rand index, centrality, collaboration, Community detection, Degree Corrected Block Model, productivity, Social network, spectral clustering
Pedro Regueiro, Abel Rodríguez, Juan Sosa
Ann. Appl. Stat. 10 (4), 1813-1819, (December 2016) DOI: 10.1214/16-AOAS976 Open Access
No abstract available
Song Wang, Karl Rohe
Ann. Appl. Stat. 10 (4), 1820-1826, (December 2016) DOI: 10.1214/16-AOAS977 Open Access
KEYWORDS: networks, spectral clustering, text analysis, eigengap
Vishesh Karwa, Sonja Petrović
Ann. Appl. Stat. 10 (4), 1827-1834, (December 2016) DOI: 10.1214/16-AOAS978 Open Access
No abstract available
Mladen Kolar, Matt Taddy
Ann. Appl. Stat. 10 (4), 1835-1841, (December 2016) DOI: 10.1214/16-AOAS896D Open Access
No abstract available
Forrest W. Crawford
Ann. Appl. Stat. 10 (4), 1842-1845, (December 2016) DOI: 10.1214/16-AOAS896E Open Access
No abstract available
Pengsheng Ji, Jiashun Jin
Ann. Appl. Stat. 10 (4), 1846-1853, (December 2016) DOI: 10.1214/16-AOAS896G Open Access
No abstract available
Eardi Lila, John A. D. Aston, Laura M. Sangalli
Ann. Appl. Stat. 10 (4), 1854-1879, (December 2016) DOI: 10.1214/16-AOAS975 Open Access
KEYWORDS: Functional data analysis, Principal Component Analysis, differential regularization, functional magnetic resonance imaging
Kun Chen, Eric A. Hoffman, Indu Seetharaman, Feiran Jiao, Ching-Long Lin, Kung-Sik Chan
Ann. Appl. Stat. 10 (4), 1880-1906, (December 2016) DOI: 10.1214/16-AOAS947 Open Access
KEYWORDS: Bi-level variable selection, composite penalization, feature extraction, lung airway data, pulmonary function tests
Bailey K. Fosdick, Maria DeYoreo, Jerome P. Reiter
Ann. Appl. Stat. 10 (4), 1907-1929, (December 2016) DOI: 10.1214/16-AOAS925 Open Access
KEYWORDS: imputation, Integration, latent class, Matching
Ran Shi, Ying Guo
Ann. Appl. Stat. 10 (4), 1930-1957, (December 2016) DOI: 10.1214/16-AOAS946 Open Access
KEYWORDS: fMRI, blind source separation, brain functional networks, EM algorithm, subspace concentration
Zach Branson, Tirthankar Dasgupta, Donald B. Rubin
Ann. Appl. Stat. 10 (4), 1958-1976, (December 2016) DOI: 10.1214/16-AOAS959 Open Access
KEYWORDS: Experimental design, treatment allocation, Randomization, Mahalanobis distance, factorial effects
Zhengyi Zhou, David S. Matteson
Ann. Appl. Stat. 10 (4), 1977-1996, (December 2016) DOI: 10.1214/16-AOAS961 Open Access
KEYWORDS: Emergency medical service, kernel density estimation, manifold learning, graph Laplacian
Cinar Kilcioglu, José R. Zubizarreta
Ann. Appl. Stat. 10 (4), 1997-2020, (December 2016) DOI: 10.1214/16-AOAS962 Open Access
KEYWORDS: Causal inference, matched sampling, observational studies, propensity score
Ryan Admiraal, Mark S. Handcock
Ann. Appl. Stat. 10 (4), 2021-2046, (December 2016) DOI: 10.1214/16-AOAS963 Open Access
KEYWORDS: Heterosexual partnership networks, exponential-family random graph models, constrained maximum likelihood estimation, National Longitudinal Survey of Adolescent Health
Yongliang Zhai, Alexandre Bouchard-Côté
Ann. Appl. Stat. 10 (4), 2047-2074, (December 2016) DOI: 10.1214/16-AOAS964 Open Access
KEYWORDS: Asymmetric neighbor-joining algorithm, fixation and drift, Phylogenetics, population histories, rooted tree inference, single-nucleotide polymorphism
Hugo C. Winter, Jonathan A. Tawn, Simon J. Brown
Ann. Appl. Stat. 10 (4), 2075-2101, (December 2016) DOI: 10.1214/16-AOAS965 Open Access
KEYWORDS: Conditional extremes, covariates, El Niño-Southern Oscillation, Extremal dependence, extreme temperature, severity-area-frequency curves, spatial extremes
Chi Song, Xiaoyi Min, Heping Zhang
Ann. Appl. Stat. 10 (4), 2102-2129, (December 2016) DOI: 10.1214/16-AOAS966 Open Access
KEYWORDS: change-point detection, multi-sample inference, adaptive Fisher’s method
Tanya P. Garcia, Samuel Müller
Ann. Appl. Stat. 10 (4), 2130-2156, (December 2016) DOI: 10.1214/16-AOAS967 Open Access
KEYWORDS: Exclusion frequency, Model selection, neuroimaging, proportional hazards model, weighted lasso
Terrance D. Savitsky
Ann. Appl. Stat. 10 (4), 2157-2181, (December 2016) DOI: 10.1214/16-AOAS968 Open Access
KEYWORDS: survey sampling, small area estimation, latent models, Gaussian process, Dirichlet process, Bayesian hierarchical models, Markov chain Monte Carlo
Henry R. Scharf, Mevin B. Hooten, Bailey K. Fosdick, Devin S. Johnson, Josh M. London, John W. Durban
Ann. Appl. Stat. 10 (4), 2182-2202, (December 2016) DOI: 10.1214/16-AOAS970 Open Access
KEYWORDS: Dynamic social network, animal movement, Orcinus orca, Hidden Markov model, Gaussian Markov random field
Daniele Durante, David B. Dunson
Ann. Appl. Stat. 10 (4), 2203-2232, (December 2016) DOI: 10.1214/16-AOAS971 Open Access
KEYWORDS: Face-to-face dynamic contact network, latent space, nested Gaussian process, online updating, Pólya-gamma, state-space model
John H. Spivack, Bin Cheng
Ann. Appl. Stat. 10 (4), 2233-2253, (December 2016) DOI: 10.1214/16-AOAS972 Open Access
KEYWORDS: Case-only design, criminological epidemiology, disease registry, case-exposure association, imputation, pseudo-likelihood
Naim U. Rashid, Wei Sun, Joseph G. Ibrahim
Ann. Appl. Stat. 10 (4), 2254-2273, (December 2016) DOI: 10.1214/16-AOAS973 Open Access
KEYWORDS: Bivariate binomial logistic-normal (BBLN) distribution, bivariate Poisson log-normal (BPLN) distribution, DNase-seq, Genetics, genomics, RNA-Seq
Won Chang, Murali Haran, Patrick Applegate, David Pollard
Ann. Appl. Stat. 10 (4), 2274-2302, (December 2016) DOI: 10.1214/16-AOAS979 Open Access
KEYWORDS: Paleoclimate, West Antarctic Ice Sheet, computer model calibration, Gaussian process, Dimension reduction
Emeric Thibaud, Juha Aalto, Daniel S. Cooley, Anthony C. Davison, Juha Heikkinen
Ann. Appl. Stat. 10 (4), 2303-2324, (December 2016) DOI: 10.1214/16-AOAS980 Open Access
KEYWORDS: Global warming, likelihood-based inference, Max-stable process, nonstationary extremes, Partition, space-time declustering
Gina-Maria Pomann, Ana-Maria Staicu, Edgar J. Lobaton, Amanda F. Mejia, Blake E. Dewey, Daniel S. Reich, Elizabeth M. Sweeney, Russell T. Shinohara
Ann. Appl. Stat. 10 (4), 2325-2348, (December 2016) DOI: 10.1214/16-AOAS981 Open Access
KEYWORDS: Functional data analysis, functional linear model, magnetization transfer ratio, image analysis
Ruitao Lin, Guosheng Yin
Ann. Appl. Stat. 10 (4), 2349-2376, (December 2016) DOI: 10.1214/16-AOAS982 Open Access
KEYWORDS: bagging, Bayesian model averaging, Dimension reduction, drug combination, maximum tolerated dose
Francesco Marass, Florent Mouliere, Ke Yuan, Nitzan Rosenfeld, Florian Markowetz
Ann. Appl. Stat. 10 (4), 2377-2404, (December 2016) DOI: 10.1214/16-AOAS986 Open Access
KEYWORDS: Clonal deconvolution, tumour heterogeneity, latent feature model, phylogeny, admixture
Leonardo Grilli, Fulvia Pennoni, Carla Rampichini, Isabella Romeo
Ann. Appl. Stat. 10 (4), 2405-2426, (December 2016) DOI: 10.1214/16-AOAS988 Open Access
KEYWORDS: Hierarchical linear model, large-scale assessment data, multiple imputation, plausible values, school effectiveness, secondary data analysis
Back to Top