Sign Up to like & get
recommendations!
1
Published in 2022 at "Statistics in Medicine"
DOI: 10.1002/sim.9551
Abstract: Existing studies have suggested superior performance of nonparametric machine learning over logistic regression for propensity score estimation. However, it is unclear whether the advantages of nonparametric propensity score modeling are carried to settings where there…
read more here.
Keywords:
propensity score;
cluster;
propensity;
score estimation ... See more keywords
Sign Up to like & get
recommendations!
0
Published in 2020 at "BMC Medical Research Methodology"
DOI: 10.1186/s12874-020-01053-4
Abstract: Background Causal effect estimation with observational data is subject to bias due to confounding, which is often controlled for using propensity scores. One unresolved issue in propensity score estimation is how to handle missing values…
read more here.
Keywords:
estimation;
imputation;
propensity score;
propensity ... See more keywords