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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
  • big data
  • artificial intelligence