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A comparison of estimators from self-controlled case series, case-crossover design, and sequence symmetry analysis for pharmacoepidemiological studies.

Yoshinori TakeuchiTomohiro ShinozakiYutaka Matsuyama
Published in: BMC medical research methodology (2018)
The estimations of the three self-controlled methods depended on various underlying assumptions, and the violation of these assumptions may cause non-negligible bias in the resulting estimates. Pharmacoepidemiologists should select the appropriate self-controlled method based on how well the relevant key assumptions are satisfied with respect to the available data.
Keyphrases
  • electronic health record
  • open label
  • clinical trial
  • machine learning
  • deep learning