Evaluating uses of data mining techniques in propensity score estimation: a simulation study
Evaluating uses of data mining techniques in propensity score estimation: a simulation study
S. Setoguchi,S. Schneeweiss,2 Authors,E. Cook
2008 · DOI: 10.1002/pds.1555
Pharmacoepidemiology and Drug Safety · 301 Citations
TLDR
This simulation study examined in what situations analyses based on various types of exposure propensity score models using data mining techniques such as recursive partitioning and neural networks produce unbiased and/or efficient results.
