VOL. 3 | 2009
Daniel Commenges
Statist. Surv. 3, 1-17, (2009) DOI: 10.1214/08-SS039 Open Access
KEYWORDS: Bayes estimators, cross-validation, h-likelihood, incomplete data, Kullback-Leibler risk, likelihood, penalized likelihood, sieves, statistical models, 62-02, 62C99, 62A01
Hongquan Xu, Frederick K.H. Phoa, Weng Kee Wong
Statist. Surv. 3, 18-46, (2009) DOI: 10.1214/08-SS040 Open Access
KEYWORDS: Factor screening, generalized minimum aberration, generalized resolution, minimum moment aberration, orthogonal array, Plackett-Burman design, projectivity
Antonio Lijoi, Igor Prünster
Statist. Surv. 3, 47-95, (2009) DOI: 10.1214/09-SS041 Open Access
KEYWORDS: Bayesian nonparametrics, completely random measures, Cifarelli–Regazzini identity, Dirichlet process, functionals of random probability measures, generalized Stieltjes transform, neutral to the right processes, normalized random measures, posterior distribution, random means, random probability measure, two–parameter Poisson–Dirichlet process, 62F15, 62E15, 60G57
Judea Pearl
Statist. Surv. 3, 96-146, (2009) DOI: 10.1214/09-SS057 Open Access
KEYWORDS: structural equation models, confounding, graphical methods, counterfactuals, causal effects, potential-outcome, mediation, policy evaluation, causes of effects
David S. Siroky
Statist. Surv. 3, 147-163, (2009) DOI: 10.1214/07-SS033 Open Access
KEYWORDS: CART, bagging, boosting, random forests, algorithmic methods, non-parametrics, ensemble and committee methods, 62-02, 62-04, 62G08, 62G09, 62H30, 93E25, 62M99, 62N99
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