Prediction in several conventional contexts
Author(s): Bertrand Clarke | Jennifer Clarke
Volume: 6
Year: 2012



A survey of Bayesian predictive methods for model assessment, selection and comparison
Author(s): Aki Vehtari | Janne Ojanen
Volume: 6
Year: 2012



The theory and application of penalized methods or Reproducing Kernel Hilbert Spaces made easy
Author(s): Nancy Heckman
Volume: 6
Year: 2012



A review of survival trees
Author(s): Imad Bou-Hamad | Denis Larocque | Hatem Ben-Ameur
Volume: 5
Year: 2011



Curse of dimensionality and related issues in nonparametric functional regression
Author(s): Gery Geenens
Volume: 5
Year: 2011



Data confidentiality: A review of methods for statistical disclosure limitation and methods for assessing privacy
Author(s): Gregory J. Matthews | Ofer Harel
Volume: 5
Year: 2011



Finite mixture models and model-based clustering
Author(s): Volodymyr Melnykov | Ranjan Maitra
Volume: 4
Year: 2010



Wilcoxon-Mann-Whitney or t-test? On assumptions for hypothesis tests and multiple interpretations of decision rules
Author(s): Michael P. Fay | Michael A. Proschan
Volume: 4
Year: 2010



A survey of cross-validation procedures for model selection
Author(s): Sylvain Arlot | Alain Celisse
Volume: 4
Year: 2010



Discrete variations of the fractional Brownian motion in the presence of outliers and an additive noise
Author(s): Sophie Achard | Jean-François Coeurjolly
Volume: 4
Year: 2010



Primal and dual model representations in kernel-based learning
Author(s): Johan A.K. Suykens | Carlos Alzate | Kristiaan Pelckmans
Volume: 4
Year: 2010



The ARMA alphabet soup: A tour of ARMA model variants
Author(s): Scott H. Holan | Robert Lund | Ginger Davis
Volume: 4
Year: 2010



Identifying the consequences of dynamic treatment strategies: A decision-theoretic overview
Author(s): A. Philip Dawid | Vanessa Didelez
Volume: 4
Year: 2010



Navigating Random Forests and related advances in algorithmic modeling
Author(s): David S. Siroky
Volume: 3
Year: 2009



Recent developments in nonregular fractional factorial designs
Author(s): Hongquan Xu | Frederick K.H. Phoa | Weng Kee Wong
Volume: 3
Year: 2009



Statistical models: Conventional, penalized and hierarchical likelihood
Author(s): Daniel Commenges
Volume: 3
Year: 2009



Distributional properties of means of random probability measures
Author(s): Antonio Lijoi | Igor Prünster
Volume: 3
Year: 2009



Sparse sampling: Spatial design for monitoring stream networks
Author(s): Melissa J. Dobbie | Brent L. Henderson | Don L. Stevens, Jr
Volume: 2
Year: 2008



Statistical advances and challenges for analyzing correlated high dimensional SNP data in genomic study for complex diseases
Author(s): Yulan Liang | Arpad Kelemen
Volume: 2
Year: 2008



Testing polynomial covariate effects in linear and generalized linear mixed models
Author(s): Mingyan Huang | Daowen Zhang
Volume: 2
Year: 2008



Least angle and ℓ1 penalized regression: A review
Author(s): Tim Hesterberg | Nam Hee Choi | Lukas Meier | Chris Fraley
Volume: 2
Year: 2008



Parametric and nonparametric models and methods in financial econometrics
Author(s): Zhibiao Zhao
Volume: 2
Year: 2008



Wavelet methods in statistics: Some recent developments and their applications
Author(s): Anestis Antoniadis
Volume: 1
Year: 2007



1953: An unrecognized summit in human genetic linkage analysis
Author(s): E.A. Thompson
Volume: 1
Year: 2007


