Sparse conditional logistic regression for analyzing large-scale matched data from epidemiological studies: a simple algorithm

Variable selection and prediction using a nested, matched case-control study: Application to hospital acquired pneumonia in stroke patients

(2013) Jing Qian et al.   BIOMETRICS

Effects of aggregation of drug and diagnostic codes on the performance of the high-dimensional propensity score algorithm: an empirical example

(2013) Hoa V Le et al.   BMC Medical Research Methodology

Is Size the Next Big Thing in Epidemiology?

(2013) Sengwee Toh et al.   EPIDEMIOLOGY

Variable selection on large case-crossover data: application to a registry-based study of prescription drugs and road traffic crashes

(2013) Marta Avalos et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

A comparison of 12 algorithms for matching on the propensity score

(2013) Peter C. Austin   STATISTICS IN MEDICINE

Stratification-Score Matching Improves Correction for Confounding by Population Stratification in Case-Control Association Studies

(2012) Michael P. Epstein et al.   GENETIC EPIDEMIOLOGY

Analysis of multiple exposures in the case-crossover design via sparse conditional likelihood

(2012) Marta Avalos et al.   STATISTICS IN MEDICINE

Pseudosibship methods in the case-parents design

(2011) Zhaoxia Yu et al.   STATISTICS IN MEDICINE

Penalized least squares regression methods and applications to neuroimaging

(2010) Florentina Bunea et al.   NEUROIMAGE

Bias-reduced and separation-proof conditional logistic regression with small or sparse data sets

(2010) Georg Heinze et al.   STATISTICS IN MEDICINE

On the conditional logistic estimator in two-arm experimental studies with non-compliance and before-after binary outcomes

(2010) Francesco Bartolucci   STATISTICS IN MEDICINE

Bias reduction in conditional logistic regression

(2010) Jenny X. Sun et al.   STATISTICS IN MEDICINE

Prescription Medicines and the Risk of Road Traffic Crashes: A French Registry-Based Study

(2010) Ludivine Orriols et al.   PLOS MEDICINE

Use of Self-controlled Analytical Techniques to Assess the Association Between Use of Prescription Medications and the Risk of Motor Vehicle Crashes

(2009) J. E. Gibson et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Gradient lasso for Cox proportional hazards model

(2009) I. Sohn et al.   BIOINFORMATICS

High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data

(2009) Sebastian Schneeweiss et al.   EPIDEMIOLOGY

Variable selection: current practice in epidemiological studies

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

The case-crossover study design in pharmacoepidemiology

(2008) Joseph A 'Chris' Delaney et al.   STATISTICAL METHODS IN MEDICAL RESEARCH