VOL. 4 · NO. 4 | December 2010
Ann. Appl. Stat. 4 (4), (December 2010) Open Access
No abstract available
Ann. Appl. Stat. 4 (4), (December 2010) Open Access
No abstract available
Jerry Friedman, Bin Yu
Ann. Appl. Stat. 4 (4), (December 2010) Open Access
No abstract available
Leo Breiman Memorial Section
Adele Cutler
Ann. Appl. Stat. 4 (4), 1621-1633, (December 2010) DOI: 10.1214/10-AOAS427 Open Access
KEYWORDS: Arcing, bagging, boosting, random forests, trees
Peter J. Bickel
Ann. Appl. Stat. 4 (4), 1634-1637, (December 2010) DOI: 10.1214/10-AOAS404 Open Access
No abstract available
Peter Bühlmann
Ann. Appl. Stat. 4 (4), 1638-1641, (December 2010) DOI: 10.1214/10-AOAS381 Open Access
KEYWORDS: bagging, boosting, classification and regression trees, random forests, 62G08, 62G09, 68T10
No abstract available
Michael I. Jordan
Ann. Appl. Stat. 4 (4), 1642-1643, (December 2010) DOI: 10.1214/10-AOAS387 Open Access
No abstract available
Richard A. Olshen
Ann. Appl. Stat. 4 (4), 1644-1648, (December 2010) DOI: 10.1214/10-AOAS385 Open Access
No abstract available
Jerome H. Friedman
Ann. Appl. Stat. 4 (4), 1649-1651, (December 2010) DOI: 10.1214/10-AOAS432 Open Access
No abstract available
Charles J. Stone
Ann. Appl. Stat. 4 (4), 1652-1655, (December 2010) DOI: 10.1214/10-AOAS431 Open Access
No abstract available
Jacob Feldman
Ann. Appl. Stat. 4 (4), 1656, (December 2010) DOI: 10.1214/10-AOAS430 Open Access
No abstract available
Bin Yu
Ann. Appl. Stat. 4 (4), 1657-1659, (December 2010) DOI: 10.1214/10-AOAS386 Open Access
No abstract available
Peter J. Bickel, Nathan Boley, James B. Brown, Haiyan Huang, Nancy R. Zhang
Ann. Appl. Stat. 4 (4), 1660-1697, (December 2010) DOI: 10.1214/10-AOAS363 Open Access
KEYWORDS: Genome Structure Correction (GSC), subsampling, piecewise stationary model, segmentation-block bootstrap, feature overlap
Tong Tong Wu, Kenneth Lange
Ann. Appl. Stat. 4 (4), 1698-1721, (December 2010) DOI: 10.1214/10-AOAS345 Open Access
KEYWORDS: Bayes’ rule, ‎classification‎, Coordinate descent, Euclidean penalty, lasso penalty, regular simplex, Support vector machines, Variable selection
Jennifer A. Tom, Janet S. Sinsheimer, Marc A. Suchard
Ann. Appl. Stat. 4 (4), 1722-1748, (December 2010) DOI: 10.1214/10-AOAS349 Open Access
KEYWORDS: Gibbs variable selection, hierarchical Bayesian model, importance sampling, influenza A, Markov chain Monte Carlo, massive data
Zhongyang Zhang, Kenneth Lange, Roel Ophoff, Chiara Sabatti
Ann. Appl. Stat. 4 (4), 1749-1773, (December 2010) DOI: 10.1214/10-AOAS357 Open Access
KEYWORDS: ℓ1 penalty, Fused lasso, dynamic programming, MM algorithm
D. James Greiner, Kevin M. Quinn
Ann. Appl. Stat. 4 (4), 1774-1796, (December 2010) DOI: 10.1214/10-AOAS353 Open Access
KEYWORDS: Ecological inference, Bayesian inference, voting rights litigation, exit polls, survey sampling
Yuliya V. Karpievitch, Ashoka D. Polpitiya, Gordon A. Anderson, Richard D. Smith, Alan R. Dabney
Ann. Appl. Stat. 4 (4), 1797-1823, (December 2010) DOI: 10.1214/10-AOAS341 Open Access
KEYWORDS: LC-MS proteomics, statistics
Dominique-Laurent Couturier, Maria-Pia Victoria-Feser
Ann. Appl. Stat. 4 (4), 1824-1846, (December 2010) DOI: 10.1214/10-AOAS358 Open Access
KEYWORDS: Extreme values, logistic regression, generalized linear models, residual analysis, model fit
J. Drylewicz, J. Guedj, D. Commenges, R. Thiébaut
Ann. Appl. Stat. 4 (4), 1847-1870, (December 2010) DOI: 10.1214/10-AOAS364 Open Access
KEYWORDS: Dynamical model, nonlinear models, ordinary differential equations, HIV dynamics, primary infection
Nicolai Bissantz, Hajo Holzmann, Mirosław Pawlak
Ann. Appl. Stat. 4 (4), 1871-1891, (December 2010) DOI: 10.1214/10-AOAS343 Open Access
KEYWORDS: image analysis, Semiparametric estimation, reflection symmetry, two-dimensional functions, Zernike polynomials, confocal microscopy
Mohammed Haddou, Louis-Paul Rivest, Michael Pierrynowski
Ann. Appl. Stat. 4 (4), 1892-1912, (December 2010) DOI: 10.1214/10-AOAS342 Open Access
KEYWORDS: Mixed effects model, penalized likelihood, Bayesian analysis, directional data, rotation matrices, joint kinematics
Tingting Zhang, S. C. Kou
Ann. Appl. Stat. 4 (4), 1913-1941, (December 2010) DOI: 10.1214/10-AOAS352 Open Access
KEYWORDS: Cox process, arrival rate, autocorrelation function, Bandwidth selection, short-range dependence, asymptotic normality, biophysical experiments
Veronica J. Berrocal, Alan E. Gelfand, David M. Holland
Ann. Appl. Stat. 4 (4), 1942-1975, (December 2010) DOI: 10.1214/10-AOAS351 Open Access
KEYWORDS: Co-kriging, coregionalization, dynamic model, kriging, multivariate spatial process, spatially varying coefficients
Samiran Ghosh
Ann. Appl. Stat. 4 (4), 1976-1999, (December 2010) DOI: 10.1214/10-AOAS348 Open Access
KEYWORDS: Censoring, imputation, maximum likelihood estimation, proportional sampling, reliability
Xia Wang, Dipak K. Dey
Ann. Appl. Stat. 4 (4), 2000-2023, (December 2010) DOI: 10.1214/10-AOAS354 Open Access
KEYWORDS: Generalized extreme value distribution, latent variable, Markov chain Monte Carlo, posterior distribution, skewness
Francesco C. Stingo, Yian A. Chen, Marina Vannucci, Marianne Barrier, Philip E. Mirkes
Ann. Appl. Stat. 4 (4), 2024-2048, (December 2010) DOI: 10.1214/10-AOAS360 Open Access
KEYWORDS: Bayesian variable selection, data integration, graphical models, miRNA regulatory network
Nicolai Meinshausen
Ann. Appl. Stat. 4 (4), 2049-2072, (December 2010) DOI: 10.1214/10-AOAS367 Open Access
KEYWORDS: trees, tree ensembles, machine learning, random forests, Sparsity, quadratic programming
Luciano I. de Castro, Harry J. Paarsch
Ann. Appl. Stat. 4 (4), 2073-2098, (December 2010) DOI: 10.1214/10-AOAS344 Open Access
KEYWORDS: First-price, sealed-bid auctions, affiliation, MTP2
Adam A. Szpiro, Kenneth M. Rice, Thomas Lumley
Ann. Appl. Stat. 4 (4), 2099-2113, (December 2010) DOI: 10.1214/10-AOAS362 Open Access
KEYWORDS: Bayesian inference, estimating equations, Linear regression, robust regression, sandwich estimator
Xuming He, Ya-Hui Hsu, Mingxiu Hu
Ann. Appl. Stat. 4 (4), 2114-2125, (December 2010) DOI: 10.1214/10-AOAS347 Open Access
KEYWORDS: CVaR, expected shortfall, quantile, Total Sharp Score
Alejandro Jara, Emmanuel Lesaffre, Maria De Iorio, Fernando Quintana
Ann. Appl. Stat. 4 (4), 2126-2149, (December 2010) DOI: 10.1214/10-AOAS368 Open Access
KEYWORDS: Bayesian nonparametrics, linear dependent Poisson–Dirichlet prior, linear dependent Dirichlet process prior, Multivariate doubly-interval-censored data
Jan Gertheiss, Gerhard Tutz
Ann. Appl. Stat. 4 (4), 2150-2180, (December 2010) DOI: 10.1214/10-AOAS355 Open Access
KEYWORDS: Categorial predictors, Fused lasso, ordinal predictors, rent standard, variable fusion
Brian Francis, Regina Dittrich, Reinhold Hatzinger
Ann. Appl. Stat. 4 (4), 2181-2202, (December 2010) DOI: 10.1214/10-AOAS366 Open Access
KEYWORDS: Ranked data, random effects, NPML, paired comparisons, Bradley–Terry model, latent class analysis, mixture of experts, Eurobarometer
Correction notes
David I. Warton, Leah C. Shepherd
Ann. Appl. Stat. 4 (4), 2203-2204, (December 2010) DOI: 10.1214/10-AOAS331CORR Open Access
KEYWORDS: Habitat modeling, quadrature points, occurrence data, pseudo-absences, species distribution modeling
No abstract available
Ada Lau, Patrick McSharry
Ann. Appl. Stat. 4 (4), 2205, (December 2010) DOI: 10.1214/10-AOAS320CORR Open Access
KEYWORDS: Non-Gaussian time series, logistic transformation, exponential smoothing, truncated normal distribution, ARIMA–GARCH model, continuous ranked probability score
No abstract available
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