VOL. 9 · NO. 4 | December 2015
 
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Frontmatter
Ann. Appl. Stat. 9 (4), (December 2015)
No abstract available
Ann. Appl. Stat. 9 (4), (December 2015)
No abstract available
Articles
Scott Powers, Trevor Hastie, Robert Tibshirani
Ann. Appl. Stat. 9 (4), 1709-1725, (December 2015) DOI: 10.1214/15-AOAS866
KEYWORDS: Transductive learning, local regression, ‎classification‎, clustering
Charles Bouveyron, Etienne Côme, Julien Jacques
Ann. Appl. Stat. 9 (4), 1726-1760, (December 2015) DOI: 10.1214/15-AOAS861
KEYWORDS: Model-based clustering, functional data, Dimension reduction, open data, bike sharing systems
Jonathan R. Bradley, Scott H. Holan, Christopher K. Wikle
Ann. Appl. Stat. 9 (4), 1761-1791, (December 2015) DOI: 10.1214/15-AOAS862
KEYWORDS: Bayesian hierarchical model, Longitudinal Employer-Household Dynamics (LEHD) program, Kalman filter, Markov chain Monte Carlo, multivariate spatio-temporal data, Moran’s I basis
Giacomo Zanella
Ann. Appl. Stat. 9 (4), 1792-1822, (December 2015) DOI: 10.1214/15-AOAS884
KEYWORDS: Random partition models, complementary clustering, data association problems, Metropolis–Hastings algorithm, efficient proposal distribution, K-cross function, kernel smoothing, bandwidth, Anglo-Saxon place-names locations
Ramin Moghaddass, Cynthia Rudin
Ann. Appl. Stat. 9 (4), 1823-1863, (December 2015) DOI: 10.1214/15-AOAS859
KEYWORDS: Performance monitoring, reliability, maintenance, decision-making, big data
Nicholas Polson, Vadim Sokolov
Ann. Appl. Stat. 9 (4), 1864-1888, (December 2015) DOI: 10.1214/15-AOAS853
KEYWORDS: traffic flow, intelligent transportation system, LWR model, particle filtering, Bayesian posterioor, traffic prediction
Laina D. Mercer, Jon Wakefield, Athena Pantazis, Angelina M. Lutambi, Honorati Masanja, Samuel Clark
Ann. Appl. Stat. 9 (4), 1889-1905, (December 2015) DOI: 10.1214/15-AOAS872
KEYWORDS: Bayesian smoothing, infant mortality, small area estimation, survey sampling
Fan Li, Alessandra Mattei, Fabrizia Mealli
Ann. Appl. Stat. 9 (4), 1906-1931, (December 2015) DOI: 10.1214/15-AOAS881
KEYWORDS: Bayesian, causal effects, intermediate variables, Principal stratification, Randomization, regression discontinuity, university grants
T. R. Fanshawe, C. M. Chapman, T. Crick
Ann. Appl. Stat. 9 (4), 1932-1949, (December 2015) DOI: 10.1214/15-AOAS867
KEYWORDS: Cervical carcinoma, informative cluster size, hierarchical model, joint model, lymphangiogenesis, random effect
Shawn Mankad, George Michailidis
Ann. Appl. Stat. 9 (4), 1950-1972, (December 2015) DOI: 10.1214/15-AOAS858
KEYWORDS: matrix factorization, networks, influence, Twitter
Lyron J. Winderbaum, Inge Koch, Ove J. R. Gustafsson, Stephan Meding, Peter Hoffmann
Ann. Appl. Stat. 9 (4), 1973-1996, (December 2015) DOI: 10.1214/15-AOAS870
KEYWORDS: proteomics, mass spectrometry data, high-dimensional, Binary data, MALDI-IMS, unsupervised feature extraction
Leila Wehbe, Aaditya Ramdas, Rebecca C. Steorts, Cosma Rohilla Shalizi
Ann. Appl. Stat. 9 (4), 1997-2022, (December 2015) DOI: 10.1214/15-AOAS837
KEYWORDS: fMRI, small area estimation, regularization, shrinkage, spatial smoothing
Peiman Asadi, Anthony C. Davison, Sebastian Engelke
Ann. Appl. Stat. 9 (4), 2023-2050, (December 2015) DOI: 10.1214/15-AOAS863
KEYWORDS: extremal coefficient, hydrological distance, Max-stable process, network dependence, threshold-based inference, upper Danube basin
Milan Stehlík, Philipp Hermann
Ann. Appl. Stat. 9 (4), 2051, (December 2015) DOI: 10.1214/15-AOAS864
No abstract available
Shengtong Han, Hongmei Zhang, Gabrielle A. Lockett, Nandini Mukherjee, John W. Holloway, Wilfried Karmaus
Ann. Appl. Stat. 9 (4), 2052-2072, (December 2015) DOI: 10.1214/15-AOAS865
KEYWORDS: DNA Methylation transmission, EM, clustering, Beta regression
Renato Guseo, Cinzia Mortarino
Ann. Appl. Stat. 9 (4), 2073-2089, (December 2015) DOI: 10.1214/15-AOAS868
KEYWORDS: competition, innovation diffusion, dynamic market potential, communication network, Nonlinear regression
Jie Xiong, D. P. Dittmer, J. S. Marron
Ann. Appl. Stat. 9 (4), 2090-2109, (December 2015) DOI: 10.1214/15-AOAS869
KEYWORDS: Virus hunting, nonlinear classification, high-dimension low-sample size data analysis, DNA sequencing
Ying Sun, Michael L. Stein
Ann. Appl. Stat. 9 (4), 2110-2132, (December 2015) DOI: 10.1214/15-AOAS875
KEYWORDS: Binary random field, Gaussian random field, Monte Carlo methods, random scaling, spatio-temporal dependence, $t$ random field
Lynne Steuerle Schofield
Ann. Appl. Stat. 9 (4), 2133-2152, (December 2015) DOI: 10.1214/15-AOAS877
KEYWORDS: Structural equations models, item response theory, STEM retention, higher education
Eunjee Lee, Hongtu Zhu, Dehan Kong, Yalin Wang, Kelly Sullivan Giovanello, Joseph G. Ibrahim, for the Alzheimer's Disease Neuroimaging Initiative
Ann. Appl. Stat. 9 (4), 2153-2178, (December 2015) DOI: 10.1214/15-AOAS879
KEYWORDS: Alzheimer’s disease, functional principal component analysis, hippocampus surface morphology, mild cognitive impairment, proportional hazard model
Eugen Pircalabelu, Gerda Claeskens, Sara Jahfari, Lourens J. Waldorp
Ann. Appl. Stat. 9 (4), 2179-2214, (December 2015) DOI: 10.1214/15-AOAS882
KEYWORDS: fMRI connectivity, focused information criterion, Model selection, Gaussian graphical model, Penalization, High-dimensional data
Daniel Scharfstein, Andrea Rotnitzky, Maria Abraham, Aidan McDermott, Richard Chaisson, Lawrence Geiter
Ann. Appl. Stat. 9 (4), 2215-2236, (December 2015) DOI: 10.1214/15-AOAS860
KEYWORDS: Culture conversion, curse of dimensionality, exponential tilting, reverse-time hazard, sensitivity analysis
Rebecca Andridge, Katherine Jenny Thompson
Ann. Appl. Stat. 9 (4), 2237-2265, (December 2015) DOI: 10.1214/15-AOAS878
KEYWORDS: missing data, nonresponse bias analysis, nonignorable missingness, multiple imputation, skewed data, business surveys, proxy pattern-mixture models
Ronny Luss, Saharon Rosset, Moni Shahar
Ann. Appl. Stat. 9 (4), 2266-2267, (December 2015) DOI: 10.1214/15-AOAS895
No abstract available
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