TY - JOUR
T1 - Bounding the generation time distribution uncertainty on R0 estimation from exponential growth rates
AU - Cochran, James
AU - Oancea, Bogdan
AU - Pirjol, Dan
N1 - Publisher Copyright:
© 2024 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.
PY - 2024
Y1 - 2024
N2 - The basic reproduction number (Formula presented.) is one of the main parameters determining the spreading of an epidemic in a population of susceptible individuals. Wallinga and Lipsitch proposed a method for estimating (Formula presented.) using the Euler–Lotka equation, which requires the Laplace transform of the generation interval distribution. The determination of the generation time distribution is challenging, as the generation time is not directly observable. We prove upper and lower bounds on (Formula presented.) using only the first few moments of the generation interval distributions and study the sensitivity of the bounds to these parameters. The bounds do not require the exact shape of the generation interval distribution and give robust estimates of the (Formula presented.) relationship.
AB - The basic reproduction number (Formula presented.) is one of the main parameters determining the spreading of an epidemic in a population of susceptible individuals. Wallinga and Lipsitch proposed a method for estimating (Formula presented.) using the Euler–Lotka equation, which requires the Laplace transform of the generation interval distribution. The determination of the generation time distribution is challenging, as the generation time is not directly observable. We prove upper and lower bounds on (Formula presented.) using only the first few moments of the generation interval distributions and study the sensitivity of the bounds to these parameters. The bounds do not require the exact shape of the generation interval distribution and give robust estimates of the (Formula presented.) relationship.
KW - Euler–Lotka equation
KW - generation interval distribution
KW - Reproductive number
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U2 - 10.1080/17513758.2024.2410720
DO - 10.1080/17513758.2024.2410720
M3 - Article
C2 - 39412750
AN - SCOPUS:85206528707
SN - 1751-3758
VL - 18
JO - Journal of Biological Dynamics
JF - Journal of Biological Dynamics
IS - 1
M1 - 2410720
ER -