Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods

The optimal learner for prediction modeling varies depending on the underlying data-generating distribution. Super Learner (SL) is a generic ensemble learning algorithm that uses cross-validation to select among a “library” of candidate prediction models. While SL has been widely studied in a number...

Full description

Saved in:
Bibliographic Details
Published in:J Appl Stat
Main Authors: Ju, Cheng, Combs, Mary, Lendle, Samuel D, Franklin, Jessica M, Wyss, Richard, Schneeweiss, Sebastian, van der Laan, Mark J.
Format: Artigo
Language:Inglês
Published: 2019
Subjects:
Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7444746/
https://ncbi.nlm.nih.gov/pubmed/32843815
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/02664763.2019.1582614
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items