Adjusted adaptive Lasso for covariate model-building in nonlinear mixed-effect pharmacokinetic models

Improving the estimation of parameter uncertainty distributions in nonlinear mixed effects models using sampling importance resampling

(2016) Anne-Gaëlle Dosne et al.   JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS

Comparison of Nonlinear Mixed Effects Models and Noncompartmental Approaches in Detecting Pharmacogenetic Covariates

(2015) Adrien Tessier et al.   AAPS Journal

Penalized logistic regression with the adaptive LASSO for gene selection in high-dimensional cancer classification

(2015) Zakariya Yahya Algamal et al.   EXPERT SYSTEMS WITH APPLICATIONS

GLMMLasso: An Algorithm for High-Dimensional Generalized Linear Mixed Models Using ℓ1-Penalization

(2013) Jürg Schelldorfer et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Multiple single nucleotide polymorphism analysis using penalized regression in nonlinear mixed-effect pharmacokinetic models

(2013) Julie Bertrand et al.   Pharmacogenetics and Genomics

Model selection via standard error adjusted adaptive lasso

(2012) Wei Qian et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

BAYESIAN HYPER-LASSOS WITH NON-CONVEX PENALIZATION

(2012) Jim E. Griffin et al.   AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS

Variable selection in high-dimensional partly linear additive models

(2012) Heng Lian   JOURNAL OF NONPARAMETRIC STATISTICS

Regularized estimation of large-scale gene association networks using graphical Gaussian models

(2009) Nicole Krämer et al.   BMC BIOINFORMATICS

Simultaneous Analysis of All SNPs in Genome-Wide and Re-Sequencing Association Studies

(2008) Clive J. Hoggart et al.   PLoS Genetics