VOL. 7 · NO. 4 | December 2013
 
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Frontmatter
Ann. Appl. Stat. 7 (4), (December 2013)
No abstract available
Ann. Appl. Stat. 7 (4), (December 2013)
No abstract available
Articles
Susan M. Paddock
Ann. Appl. Stat. 7 (4), 1837, (December 2013) DOI: 10.1214/13-AOAS689
No abstract available
Aaron Clauset, Ryan Woodard
Ann. Appl. Stat. 7 (4), 1838-1865, (December 2013) DOI: 10.1214/12-AOAS614
KEYWORDS: Rare events, forecasting, historical probability, terrorism
George Mohler
Ann. Appl. Stat. 7 (4), 1866-1870, (December 2013) DOI: 10.1214/13-AOAS614A
No abstract available
Brian J. Reich, Michael D. Porter
Ann. Appl. Stat. 7 (4), 1871-1875, (December 2013) DOI: 10.1214/13-AOAS614B
KEYWORDS: Extreme value analysis, generalized Pareto distribution, terrorism
No abstract available
Gentry White
Ann. Appl. Stat. 7 (4), 1876-1880, (December 2013) DOI: 10.1214/13-AOAS614C
No abstract available
Jeff Gill
Ann. Appl. Stat. 7 (4), 1881-1887, (December 2013) DOI: 10.1214/13-AOAS614D
No abstract available
Frederic Paik Schoenberg
Ann. Appl. Stat. 7 (4), 1888-1890, (December 2013) DOI: 10.1214/13-AOAS614E
No abstract available
Qiurong Cui, Karl Rohe, Zhengjun Zhang
Ann. Appl. Stat. 7 (4), 1891-1894, (December 2013) DOI: 10.1214/13-AOAS614F
No abstract available
Aaron Clauset, Ryan Woodard
Ann. Appl. Stat. 7 (4), 1895-1897, (December 2013) DOI: 10.1214/13-AOAS614R
No abstract available
Mark A. Newell, Dianne Cook, Heike Hofmann, Jean-Luc Jannink
Ann. Appl. Stat. 7 (4), 1898-1916, (December 2013) DOI: 10.1214/13-AOAS671
KEYWORDS: cluster analysis, high dimensional, low sample size, simulation, genetic marker data, visualization, bootstrap, Dimension reduction
William Fithian, Trevor Hastie
Ann. Appl. Stat. 7 (4), 1917-1939, (December 2013) DOI: 10.1214/13-AOAS667
KEYWORDS: Presence-only data, logistic regression, maximum entropy, Poisson process models, species modeling, case-control sampling
Ming-Hung Kao, Dibyen Majumdar, Abhyuday Mandal, John Stufken
Ann. Appl. Stat. 7 (4), 1940-1959, (December 2013) DOI: 10.1214/13-AOAS658
KEYWORDS: A-optimality, cyclic permutation, design efficiency, Genetic algorithms, hemodynamic response function, information matrix
Bärbel Finkenstädt, Dan J. Woodcock, Michal Komorowski, Claire V. Harper, Julian R. E. Davis, Mike R. H. White, David A. Rand
Ann. Appl. Stat. 7 (4), 1960-1982, (December 2013) DOI: 10.1214/13-AOAS669
KEYWORDS: linear noise approximation, kinetic parameter estimation, intrinsic and extrinsic noise, state space model and Kalman filter, Bayesian hierarchical modeling
Jeroen Pannekoek, Natalie Shlomo, Ton De Waal
Ann. Appl. Stat. 7 (4), 1983-2006, (December 2013) DOI: 10.1214/13-AOAS664
KEYWORDS: Linear edit restrictions, sequential regression imputation, Fourier–Motzkin elimination, benchmarking
Yuval Benjamini, Bin Yu
Ann. Appl. Stat. 7 (4), 2007-2033, (December 2013) DOI: 10.1214/13-AOAS681
KEYWORDS: Analysis-of-variance, encoding models, explainable variance, fMRI, permutations, prediction, random-effects, shuffle estimator, vision
Giwhyun Lee, Eunshin Byon, Lewis Ntaimo, Yu Ding
Ann. Appl. Stat. 7 (4), 2034-2061, (December 2013) DOI: 10.1214/13-AOAS670
KEYWORDS: Bayesian spline regression, extreme load, Monte Carlo integration, reliability, wind power
Elizabeth A. Handorf, Justin E. Bekelman, Daniel F. Heitjan, Nandita Mitra
Ann. Appl. Stat. 7 (4), 2062-2080, (December 2013) DOI: 10.1214/13-AOAS665
KEYWORDS: sensitivity analysis, censored costs, SEER-Medicare
Andrey Feuerverger
Ann. Appl. Stat. 7 (4), 2081-2105, (December 2013) DOI: 10.1214/13-AOAS677
KEYWORDS: A priori hypotheses, Book of Jonah, coincidence, exploratory and confirmatory experiments, ossuaries, resurrection, scientific inference, statistical inference
Alisa J. Stephens, Eric J. Tchetgen Tchetgen, Victor De Gruttola
Ann. Appl. Stat. 7 (4), 2106-2137, (December 2013) DOI: 10.1214/13-AOAS679
KEYWORDS: Randomized trials, exact tests, covariate adjustment, Model selection
Suyu Liu, Guosheng Yin, Ying Yuan
Ann. Appl. Stat. 7 (4), 2138-2156, (December 2013) DOI: 10.1214/13-AOAS661
KEYWORDS: Bayesian adaptive design, late-onset toxicity, nonignorable missing data, phase I clinical trial
Nicolas Städler, Sach Mukherjee
Ann. Appl. Stat. 7 (4), 2157-2179, (December 2013) DOI: 10.1214/13-AOAS662
KEYWORDS: HMM, graphical lasso, universal regularization, Model selection, MMDL, greedy backward pruning, genome biology, chromatin modeling
Xun Jiang, Dipak K. Dey, Rachel Prunier, Adam M. Wilson, Kent E. Holsinger
Ann. Appl. Stat. 7 (4), 2180-2204, (December 2013) DOI: 10.1214/13-AOAS663
KEYWORDS: Bayesian method, community ecology, generalized linear model, MCMC, Model selection, symmetric power link function
Yuping Zhang, Ronald Davis
Ann. Appl. Stat. 7 (4), 2205-2228, (December 2013) DOI: 10.1214/13-AOAS659
KEYWORDS: Time-course, longitudinal, high dimensional, principal trend analysis, sparse, smooth, Principal Component Analysis
Zhigen Zhao, Wei Wang, Zhi Wei
Ann. Appl. Stat. 7 (4), 2229-2248, (December 2013) DOI: 10.1214/13-AOAS660
KEYWORDS: Variant call, next-generation sequencing, Bayesian FDR, multiplicity control, optimality
Zhi-Sheng Ye, Yili Hong, Yimeng Xie
Ann. Appl. Stat. 7 (4), 2249-2271, (December 2013) DOI: 10.1214/13-AOAS666
KEYWORDS: Accelerated life test data, frailty model, field failure data, heterogeneous operating conditions, optimal plan
Philip S. Boonstra, Bhramar Mukherjee, Jeremy M. G. Taylor
Ann. Appl. Stat. 7 (4), 2272-2292, (December 2013) DOI: 10.1214/13-AOAS668
KEYWORDS: High-dimensional data, Markov chain Monte Carlo, missing data, measurement error, shrinkage
Alessio Farcomeni, Daria Scacciatelli
Ann. Appl. Stat. 7 (4), 2293-2314, (December 2013) DOI: 10.1214/13-AOAS672
KEYWORDS: behavioral response, capture–recapture, drug abuse, frailty, Heterogeneity, Horvitz–Thompson estimator
Charles R. Doss, Marc A. Suchard, Ian Holmes, Midori Kato-Maeda, Vladimir N. Minin
Ann. Appl. Stat. 7 (4), 2315-2335, (December 2013) DOI: 10.1214/13-AOAS673
KEYWORDS: missing data, EM algorithm, transposable element, IS6110, tuberculosis
Alessandra Mattei, Fan Li, Fabrizia Mealli
Ann. Appl. Stat. 7 (4), 2336-2360, (December 2013) DOI: 10.1214/13-AOAS674
KEYWORDS: Bayesian, Causal inference, intermediate variables, job training program, mixture, multivariate outcomes, noncompliance, Principal stratification
Jonathan Gruhl, Elena A. Erosheva, Paul K. Crane
Ann. Appl. Stat. 7 (4), 2361-2383, (December 2013) DOI: 10.1214/13-AOAS675
KEYWORDS: latent variable model, Bayesian hierarchical model, extended rank likelihood, cognitive outcomes
Jérémie Bigot
Ann. Appl. Stat. 7 (4), 2384-2401, (December 2013) DOI: 10.1214/13-AOAS676
KEYWORDS: Signal averaging, mean shape, Fréchet means, Curve registration, geometric variability, deformable models, ECG data
Vasanthan Raghavan, Aram Galstyan, Alexander G. Tartakovsky
Ann. Appl. Stat. 7 (4), 2402-2430, (December 2013) DOI: 10.1214/13-AOAS682
KEYWORDS: Hidden Markov model, self-exciting hurdle model, terrorism, terrorist groups, Colombia, Peru, Indonesia, point process, spurt detection
Edoardo M. Airoldi, Xiaopei Wang, Xiaodong Lin
Ann. Appl. Stat. 7 (4), 2431-2457, (December 2013) DOI: 10.1214/13-AOAS643
KEYWORDS: high dimensional data, variational inference, molecular biology, yeast
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