Collaborative targeted maximum likelihood estimation for variable importance measure: Illustration for functional outcome prediction in mild traumatic brain injuries

tmle: AnRPackage for Targeted Maximum Likelihood Estimation

(2015) Susan Gruber et al.   Journal of Statistical Software

DRD2/ANKK1 Taq1A polymorphism (rs1800497) has opposing effects on D2/3 receptor binding in healthy controls and patients with major depressive disorder

(2013) Jonathan Savitz et al.   INTERNATIONAL JOURNAL OF NEUROPSYCHOPHARMACOLOGY

Time-dependent prediction and evaluation of variable importance using superlearning in high-dimensional clinical data

(2013) Alan Hubbard et al.   Journal of Trauma and Acute Care Surgery

Magnetic resonance imaging improves 3-month outcome prediction in mild traumatic brain injury

(2012) Esther L. Yuh et al.   ANNALS OF NEUROLOGY

Predictors of postconcussive symptoms 3 months after mild traumatic brain injury.

(2012) Jennie Ponsford et al.   NEUROPSYCHOLOGY

Estimation of a non-parametric variable importance measure of a continuous exposure

(2012) Antoine Chambaz et al.   Electronic Journal of Statistics

Dimension reduction with gene expression data using targeted variable importance measurement

(2011) Hui Wang et al.   BMC BIOINFORMATICS

Targeted Maximum Likelihood Estimation of the Parameter of a Marginal Structural Model

(2010) Michael Rosenblum et al.  

Collaborative Double Robust Targeted Maximum Likelihood Estimation

(2010) Mark J. van der Laan et al.  

An Application of Collaborative Targeted Maximum Likelihood Estimation in Causal Inference and Genomics

(2010) Susan Gruber et al.  

Diagnosing and responding to violations in the positivity assumption

(2010) Maya L Petersen et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

A weakly informative default prior distribution for logistic and other regression models

(2009) Andrew Gelman et al.   Annals of Applied Statistics

Clinical Policy: Neuroimaging and Decisionmaking in Adult Mild Traumatic Brain Injury in the Acute Setting

(2008) Andy S. Jagoda et al.   ANNALS OF EMERGENCY MEDICINE