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The Effective Reproduction Number as a Prelude to Statistical Estimation of Time-Dependent Epidemic Trends

Although the basic reproduction number, R (0), is useful for understanding the transmissibility of a disease and designing various intervention strategies, the classic threshold quantity theoretically assumes that the epidemic first occurs in a fully susceptible population, and hence, R (0) is essen...

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Autores principales: Nishiura, Hiroshi, Chowell, Gerardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7121794/
http://dx.doi.org/10.1007/978-90-481-2313-1_5
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author Nishiura, Hiroshi
Chowell, Gerardo
author_facet Nishiura, Hiroshi
Chowell, Gerardo
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description Although the basic reproduction number, R (0), is useful for understanding the transmissibility of a disease and designing various intervention strategies, the classic threshold quantity theoretically assumes that the epidemic first occurs in a fully susceptible population, and hence, R (0) is essentially a mathematically defined quantity. In many instances, it is of practical importance to evaluate time-dependent variations in the transmission potential of infectious diseases. Explanation of the time course of an epidemic can be partly achieved by estimating the effective reproduction number, R(t), defined as the actual average number of secondary cases per primary case at calendar time t (for t >0). R(t) shows time-dependent variation due to the decline in susceptible individuals (intrinsic factors) and the implementation of control measures (extrinsic factors). If R(t)<1, it suggests that the epidemic is in decline and may be regarded as being under control at time t (vice versa, if R(t)>1). This chapter describes the primer of mathematics and statistics of R(t) and discusses other similar markers of transmissibility as a function of time.
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spelling pubmed-71217942020-04-06 The Effective Reproduction Number as a Prelude to Statistical Estimation of Time-Dependent Epidemic Trends Nishiura, Hiroshi Chowell, Gerardo Mathematical and Statistical Estimation Approaches in Epidemiology Article Although the basic reproduction number, R (0), is useful for understanding the transmissibility of a disease and designing various intervention strategies, the classic threshold quantity theoretically assumes that the epidemic first occurs in a fully susceptible population, and hence, R (0) is essentially a mathematically defined quantity. In many instances, it is of practical importance to evaluate time-dependent variations in the transmission potential of infectious diseases. Explanation of the time course of an epidemic can be partly achieved by estimating the effective reproduction number, R(t), defined as the actual average number of secondary cases per primary case at calendar time t (for t >0). R(t) shows time-dependent variation due to the decline in susceptible individuals (intrinsic factors) and the implementation of control measures (extrinsic factors). If R(t)<1, it suggests that the epidemic is in decline and may be regarded as being under control at time t (vice versa, if R(t)>1). This chapter describes the primer of mathematics and statistics of R(t) and discusses other similar markers of transmissibility as a function of time. 2009 /pmc/articles/PMC7121794/ http://dx.doi.org/10.1007/978-90-481-2313-1_5 Text en © Springer Science+Business Media B.V. 2009 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Nishiura, Hiroshi
Chowell, Gerardo
The Effective Reproduction Number as a Prelude to Statistical Estimation of Time-Dependent Epidemic Trends
title The Effective Reproduction Number as a Prelude to Statistical Estimation of Time-Dependent Epidemic Trends
title_full The Effective Reproduction Number as a Prelude to Statistical Estimation of Time-Dependent Epidemic Trends
title_fullStr The Effective Reproduction Number as a Prelude to Statistical Estimation of Time-Dependent Epidemic Trends
title_full_unstemmed The Effective Reproduction Number as a Prelude to Statistical Estimation of Time-Dependent Epidemic Trends
title_short The Effective Reproduction Number as a Prelude to Statistical Estimation of Time-Dependent Epidemic Trends
title_sort effective reproduction number as a prelude to statistical estimation of time-dependent epidemic trends
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7121794/
http://dx.doi.org/10.1007/978-90-481-2313-1_5
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