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Understanding bias when estimating life expectancy from age at death: a simulation approach applied to Morquio syndrome A.

Xue YinJaeil AhnSimina M Boca
Published in: BMC research notes (2022)
When life expectancy was constant during the entire period, using death data did not result in a biased estimate. However, when life expectancy increased over time, as is often expected to be the case in rare diseases, using only death data led to a substantial underestimation of life expectancy. We emphasize that it is therefore crucial to understand how estimates of life expectancy are obtained, to interpret them in an appropriate context, and to assess estimation methods within a sensitivity analysis framework, similar to the simulations performed herein.
Keyphrases
  • electronic health record
  • big data
  • molecular dynamics
  • data analysis
  • monte carlo