Parameter estimation from ICC curves

Joceline Lega

doi:10.1080/17513758.2021.1912419

Parameter estimation from ICC curves

Joceline Lega

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

Abstract

Incidence vs. Cumulative Cases (ICC) curves are introduced and shown to provide a simple framework for parameter identification in the case of the most elementary epidemiological model, consisting of susceptible, infected, and removed compartments. This novel methodology is used to estimate the basic reproduction ratio of recent outbreaks, including those associated with the ongoing COVID-19 pandemic.

Original language	English (US)
Pages (from-to)	195-212
Number of pages	18
Journal	Journal of biological dynamics
Volume	15
Issue number	1
DOIs	https://doi.org/10.1080/17513758.2021.1912419
State	Published - 2021
Externally published	Yes

Keywords

Outbreak
compartmental models
parameter identification

ASJC Scopus subject areas

Ecology, Evolution, Behavior and Systematics
Ecology

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10.1080/17513758.2021.1912419

Cite this

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title = "Parameter estimation from ICC curves",

abstract = "Incidence vs. Cumulative Cases (ICC) curves are introduced and shown to provide a simple framework for parameter identification in the case of the most elementary epidemiological model, consisting of susceptible, infected, and removed compartments. This novel methodology is used to estimate the basic reproduction ratio of recent outbreaks, including those associated with the ongoing COVID-19 pandemic.",

keywords = "Outbreak, compartmental models, parameter identification",

author = "Joceline Lega",

note = "Publisher Copyright: {\textcopyright} 2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.",

year = "2021",

doi = "10.1080/17513758.2021.1912419",

language = "English (US)",

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N2 - Incidence vs. Cumulative Cases (ICC) curves are introduced and shown to provide a simple framework for parameter identification in the case of the most elementary epidemiological model, consisting of susceptible, infected, and removed compartments. This novel methodology is used to estimate the basic reproduction ratio of recent outbreaks, including those associated with the ongoing COVID-19 pandemic.

AB - Incidence vs. Cumulative Cases (ICC) curves are introduced and shown to provide a simple framework for parameter identification in the case of the most elementary epidemiological model, consisting of susceptible, infected, and removed compartments. This novel methodology is used to estimate the basic reproduction ratio of recent outbreaks, including those associated with the ongoing COVID-19 pandemic.

KW - Outbreak

KW - compartmental models

KW - parameter identification

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U2 - 10.1080/17513758.2021.1912419

DO - 10.1080/17513758.2021.1912419

M3 - Article

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VL - 15

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JO - Journal of biological dynamics

JF - Journal of biological dynamics

IS - 1

ER -

Parameter estimation from ICC curves

Abstract

Keywords

ASJC Scopus subject areas

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