2 papers
stat.ME2019
A weighting method for simultaneous adjustment for confounding and joint exposure-outcome misclassifications
Bas B. L. Penning de Vries, Maarten van Smeden, Rolf H. H. Groenwold
Joint misclassification of exposure and outcome variables can lead to considerable bias in epidemiological studies of causal exposure-outcome effects. In this paper, we present a n…
stat.ML2018
Propensity score estimation using classification and regression trees in the presence of missing covariate data
Bas B. L. Penning de Vries, Maarten van Smeden, Rolf H. H. Groenwold
Data mining and machine learning techniques such as classification and regression trees (CART) represent a promising alternative to conventional logistic regression for propensity…