VOL. 10 · NO. 4 | December 2016
 
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Frontmatter
Ann. Appl. Stat. 10 (4), (December 2016)
No abstract available
Ann. Appl. Stat. 10 (4), (December 2016)
No abstract available
Articles
Bernard W. Silverman
Ann. Appl. Stat. 10 (4), 1777-1778, (December 2016) DOI: 10.1214/16-AOAS896F
No abstract available
Pengsheng Ji, Jiashun Jin
Ann. Appl. Stat. 10 (4), 1779-1812, (December 2016) DOI: 10.1214/15-AOAS896
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
No abstract available
Song Wang, Karl Rohe
Ann. Appl. Stat. 10 (4), 1820-1826, (December 2016) DOI: 10.1214/16-AOAS977
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
No abstract available
Mladen Kolar, Matt Taddy
Ann. Appl. Stat. 10 (4), 1835-1841, (December 2016) DOI: 10.1214/16-AOAS896D
No abstract available
Forrest W. Crawford
Ann. Appl. Stat. 10 (4), 1842-1845, (December 2016) DOI: 10.1214/16-AOAS896E
No abstract available
Pengsheng Ji, Jiashun Jin
Ann. Appl. Stat. 10 (4), 1846-1853, (December 2016) DOI: 10.1214/16-AOAS896G
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
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
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
KEYWORDS: imputation, Integration, latent class, Matching
Ran Shi, Ying Guo
Ann. Appl. Stat. 10 (4), 1930-1957, (December 2016) DOI: 10.1214/16-AOAS946
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
KEYWORDS: Hierarchical linear model, large-scale assessment data, multiple imputation, plausible values, school effectiveness, secondary data analysis
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