VOL. 2 · NO. 3 | September 2008
Ann. Appl. Stat. 2 (3), (September 2008)
No abstract available
Ann. Appl. Stat. 2 (3), (September 2008)
No abstract available
Persi Diaconis, Sharad Goel, Susan Holmes
Ann. Appl. Stat. 2 (3), 777-807, (September 2008) DOI: 10.1214/08-AOAS165
KEYWORDS: Horseshoes, multidimensional scaling, dimensionality reduction, principal components analysis, kernel methods
Donald B. Rubin
Ann. Appl. Stat. 2 (3), 808-840, (September 2008) DOI: 10.1214/08-AOAS187
KEYWORDS: Average causal effect, causal effects, complier average causal effect, instrumental variables, noncompliance, observational studies, propensity scores, randomized experiments, Rubin Causal Model
Hemant Ishwaran, Udaya B. Kogalur, Eugene H. Blackstone, Michael S. Lauer
Ann. Appl. Stat. 2 (3), 841-860, (September 2008) DOI: 10.1214/08-AOAS169
KEYWORDS: Conservation of events, cumulative hazard function, ensemble, out-of-bag, prediction error, survival tree
P. L. Davies, U. Gather, M. Meise, D. Mergel, T. Mildenberger
Ann. Appl. Stat. 2 (3), 861-886, (September 2008) DOI: 10.1214/08-AOAS181
KEYWORDS: Nonparametric regression, Confidence regions, peak detection, x-ray diffractometry, thin film physics
Louis Lyons
Ann. Appl. Stat. 2 (3), 887-915, (September 2008) DOI: 10.1214/08-AOAS163
KEYWORDS: Particle Physics, parameter determination, goodness of fit, P-values, Hypothesis testing, nuisance parameters, upper limits, blind analysis, signal-background separation, combining results
Jerome H. Friedman, Bogdan E. Popescu
Ann. Appl. Stat. 2 (3), 916-954, (September 2008) DOI: 10.1214/07-AOAS148
KEYWORDS: regression, ‎classification‎, learning ensembles, rules, interaction effects, variable importance, machine learning, data mining
L. Fraser Jackson, Alistair G. Gray, Stephen E. Fienberg
Ann. Appl. Stat. 2 (3), 955-981, (September 2008) DOI: 10.1214/08-AOAS175
KEYWORDS: Collapsibility, Kullback–Leibler distance, level merging, log-linear modeling, partitioning information, reducing dimensionality
Philip B. Stark
Ann. Appl. Stat. 2 (3), 982-985, (September 2008) DOI: 10.1214/08-AOAS171
KEYWORDS: elections, auditing, error bounds in auditing
Daniela M. Witten, Robert Tibshirani
Ann. Appl. Stat. 2 (3), 986-1012, (September 2008) DOI: 10.1214/08-AOAS182
KEYWORDS: microarray, gene expression, multiple testing, Feature selection
Mary C. Meyer
Ann. Appl. Stat. 2 (3), 1013-1033, (September 2008) DOI: 10.1214/08-AOAS167
KEYWORDS: Cone projection, convex regression, isotonic regression, monotone regression, Nonparametric regression, semi-parametric, smoothing
Beth Ann Griffin, Daniel F. McCaffrey, Andrew R. Morral
Ann. Appl. Stat. 2 (3), 1034-1055, (September 2008) DOI: 10.1214/08-AOAS179
KEYWORDS: Principal stratification, post-treatment confounder, institutionalization, Causal inference
Jie Peng, Hans-Georg Müller
Ann. Appl. Stat. 2 (3), 1056-1077, (September 2008) DOI: 10.1214/08-AOAS172
KEYWORDS: Bidder trajectory, clustering of trajectories, Functional data analysis, metric in function space, multidimensional scaling
Cécile Ané
Ann. Appl. Stat. 2 (3), 1078-1102, (September 2008) DOI: 10.1214/08-AOAS173
KEYWORDS: Asymptotic convergence, consistency, linear model, Dependence, comparative method, phylogenetic tree, Brownian motion evolution
Steven D. Mark
Ann. Appl. Stat. 2 (3), 1103-1122, (September 2008) DOI: 10.1214/08-AOAS170
KEYWORDS: Cancer registry, cancer trends, Causal inference, confounding, direct standardization, fundamental disease probability, SEER, standardization
D. Commenges, A. Sayyareh, L. Letenneur, J. Guedj, A. Bar-Hen
Ann. Appl. Stat. 2 (3), 1123-1142, (September 2008) DOI: 10.1214/08-AOAS176
KEYWORDS: Akaike criterion, body-mass index, depression, HIV dynamics, Kullback–Leibler, logistic regression, model choice
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