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The person‐time ratio distribution for the exact monitoring of adverse events: Historical vs surveillance Poisson data.

Authors :
Silva, Ivair R.
Montalban, Joselito
Source :
Statistics in Medicine; 8/15/2023, Vol. 42 Issue 18, p3283-3301, 19p
Publication Year :
2023

Abstract

In the postmarket drug and vaccine safety surveillance, when the number of adverse events follows a Poisson distribution, the ratio between the exposed and the unexposed person‐time information is the random variable that governs the decision rule about the safety of the drug or vaccine. The probability distribution function of such a ratio is derived in this paper. Exact point and interval estimators for the relative risk are discussed as well as statistical hypothesis testing. To the best of our knowledge, this is the first paper that provides an unbiased estimator for the relative risk based on the person‐time ratio. The applicability of this new distribution is illustrated through a real data analysis aimed to detect increased risk of occurrence of Myocarditis/Pericarditis following mRNA COVID‐19 vaccination in Manitoba, Canada. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02776715
Volume :
42
Issue :
18
Database :
Complementary Index
Journal :
Statistics in Medicine
Publication Type :
Academic Journal
Accession number :
164961360
Full Text :
https://doi.org/10.1002/sim.9805