Statistical inference for disordered sphere packings

Author(s): Jeffrey Picka
Volume: 6
Year: 2012

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

Causal inference in statistics: An overview

Author(s): Judea Pearl
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

Text Data Mining: Theory and Methods

Author(s): Jeffrey L. Solka
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