Comparison of subset selection methods in linear regression in the context of health-related quality of life and substance abuse in Russia

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Covariate selection in pharmacometric analyses: a review of methods

(2014) Matthew M. Hutmacher et al.   BRITISH JOURNAL OF CLINICAL PHARMACOLOGY

Combining Epidemiologic and Biostatistical Tools to Enhance Variable Selection in HIV Cohort Analyses

(2014) Christopher Rentsch et al.   PLoS One

An Efficient Algorithm for Computing the HHSVM and Its Generalizations

(2013) Yi Yang et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Evaluation of Respondent-driven Sampling

(2011) Nicky McCreesh et al.   EPIDEMIOLOGY

Stability Investigations of Multivariable Regression Models Derived from Low- and High-Dimensional Data

(2011) Willi Sauerbrei et al.   Journal of Biopharmaceutical Statistics

The self-reported personal wellbeing of a sample of Australian injecting drug users

(2010) Paul Dietze et al.   ADDICTION

AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons

(2010) Kenneth P. Burnham et al.   BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY

Model selection in Medical Research: A simulation study comparing Bayesian Model Averaging and Stepwise Regression

(2010) Anna Genell et al.   BMC Medical Research Methodology

Assessing respondent-driven sampling

(2010) S. Goel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

On the adaptive elastic-net with a diverging number of parameters

(2009) Hui Zou et al.   ANNALS OF STATISTICS

Variable selection: current practice in epidemiological studies

(2009) Stefan Walter et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

On the conditions used to prove oracle results for the Lasso

(2009) Sara A. van de Geer et al.   Electronic Journal of Statistics

Stepwise Model Fitting and Statistical Inference: Turning Noise into Signal Pollution

(2008) Roger Mundry et al.   AMERICAN NATURALIST