VOL. 4 | 2010
 
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Articles
Michael P. Fay, Michael A. Proschan
Statist. Surv. 4, 1-39, (2010) DOI: 10.1214/09-SS051
KEYWORDS: Behrens-Fisher problem, interval censored data, nonparametric Behrens-Fisher problem, Tajima’s D, t-test, Wilcoxon rank sum test
Sylvain Arlot, Alain Celisse
Statist. Surv. 4, 40-79, (2010) DOI: 10.1214/09-SS054
KEYWORDS: Model selection, cross-validation, leave-one-out, 62G08, 62G05, 62G09
Volodymyr Melnykov, Ranjan Maitra
Statist. Surv. 4, 80-116, (2010) DOI: 10.1214/09-SS053
KEYWORDS: EM algorithm, Model selection, Variable selection, diagnostics, two-dimensional gel electrophoresis data, proteomics, text mining, magnitude magnetic resonance images
Sophie Achard, Jean-François Coeurjolly
Statist. Surv. 4, 117-147, (2010) DOI: 10.1214/09-SS059
KEYWORDS: Fractional Brownian motion, Hurst exponent estimation, discrete variations, robustness, outliers, 60G15, 62F10, 62F35
Johan A.K. Suykens, Carlos Alzate, Kristiaan Pelckmans
Statist. Surv. 4, 148-183, (2010) DOI: 10.1214/09-SS052
KEYWORDS: kernel methods, Support vector machines, constrained optimization, primal and dual problem, feature map, regression, ‎classification‎, Principal Component Analysis, spectral clustering, canonical correlation analysis, independence, dimensionality reduction and data visualization, sparseness, robustness
A. Philip Dawid, Vanessa Didelez
Statist. Surv. 4, 184-231, (2010) DOI: 10.1214/10-SS081
KEYWORDS: Causal inference, G-computation, influence diagram, observational study, potential response, sequential decision theory, stability, 62C05, 62A01
Scott H. Holan, Robert Lund, Ginger Davis
Statist. Surv. 4, 232-274, (2010) DOI: 10.1214/09-SS060
KEYWORDS: Autocovariance function, counts, long memory, short memory, stochastic volatility, time series, 62M10, 91B84
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