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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.