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Statistics Surveys

ISSN Print: 1935-7516

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Website: http://www.i-journals.org/ss/index.php

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Statistical inference for disordered sphere packings

Jeffrey Picka

The theory and application of penalized methods or Reproducing Kernel Hilbert Spaces made easy

Nancy Heckman

Prediction in several conventional contexts

Bertrand Clarke,Jennifer Clarke

A survey of Bayesian predictive methods for model assessment, selection and comparison

Aki Vehtari,Janne Ojanen

A review of survival trees

Imad Bou-Hamad,Denis Larocque,Hatem Ben-Ameur

Curse of dimensionality and related issues in nonparametric functional regression

Gery Geenens

Data confidentiality: A review of methods for statistical disclosure limitation and methods for assessing privacy

Gregory J. Matthews,Ofer Harel

Identifying the consequences of dynamic treatment strategies: A decision-theoretic overview

A. Philip Dawid,Vanessa Didelez

Discrete variations of the fractional Brownian motion in the presence of outliers and an additive noise

Sophie Achard,Jean-Fran？ois Coeurjolly

A survey of cross-validation procedures for model selection

Sylvain Arlot,Alain Celisse

Wilcoxon-Mann-Whitney or t-test? On assumptions for hypothesis tests and multiple interpretations of decision rules

Michael P. Fay,Michael A. Proschan

Finite mixture models and model-based clustering

Volodymyr Melnykov,Ranjan Maitra

The ARMA alphabet soup: A tour of ARMA model variants

Scott H. Holan,Robert Lund,Ginger Davis

Primal and dual model representations in kernel-based learning

Johan A.K. Suykens,Carlos Alzate,Kristiaan Pelckmans

Statistical models: Conventional, penalized and hierarchical likelihood

Daniel Commenges

Navigating Random Forests and related advances in algorithmic modeling

David S. Siroky

Recent developments in nonregular fractional factorial designs

Hongquan Xu,Frederick K.H. Phoa,Weng Kee Wong

Distributional properties of means of random probability measures

Antonio Lijoi,Igor Prünster

Causal inference in statistics: An overview

Judea Pearl

Least angle and 1 penalized regression: A review

Tim Hesterberg,Nam Hee Choi,Lukas Meier,Chris Fraley

Statistical advances and challenges for analyzing correlated high dimensional SNP data in genomic study for complex diseases

Yulan Liang,Arpad Kelemen

Text Data Mining: Theory and Methods

Jeffrey L. Solka

Testing polynomial covariate effects in linear and generalized linear mixed models

Mingyan Huang,Daowen Zhang

Sparse sampling: Spatial design for monitoring stream networks

Melissa J. Dobbie,Brent L. Henderson,Don L. Stevens, Jr

Parametric and nonparametric models and methods in financial econometrics

Zhibiao Zhao

Wavelet methods in statistics: Some recent developments and their applications

Anestis Antoniadis

1953: An unrecognized summit in human genetic linkage analysis

E.A. Thompson

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