smdi: an R package to perform structural missing data investigations on partially observed confounders in real-world evidence studies.

Janick G WeberpalsSudha R RamanPamela A ShawHana LeeBradley G HammillSengwee TohJohn G ConnollyKimberly J DandreoFang TianWei LiuJie LiJosé J Hernández-MuñozRobert J GlynnRishi J Desai

Published in: JAMIA open (2024)

The smdi R package is freely available on CRAN and can provide valuable insights into underlying missingness patterns and mechanisms and thereby help improve the robustness of real-world evidence studies.

Keyphrases

case control
electronic health record
big data
deep learning