About: Mathematical Modeling of Coronavirus Reproduction Rate with Policy and Behavioral Effects

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An Entity of Type : schema:ScholarlyArticle, within Data Space : wasabi.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Mathematical Modeling of Coronavirus Reproduction Rate with Policy and Behavioral Effects
Creator	Islam, Md Anzum, Rabeya
Source	MedRxiv
abstract	In this paper a modified mathematical model based on the SIR model used which can predict the spreading of the corona virus disease (COVID-19) and its effects on people in the days ahead. This model takes into account all the death, infected and recovered characteristics of this disease. To determine the extent of the risk posed by this novel coronavirus; the transmission rate (R0) is utilized for a time period from the beginning of spreading virus. In particular, it includes a novel policy to capture the R0 response in the virus spreading over time. The model estimates the vulnerability of the pandemic with a prediction of new cases by estimating a time-varying R0 to capture changes in the behavior of SIR model implies to new policy taken at different times and different locations of the world. This modified SIR model with the different values of R0 can be applied to different country scenario using the real time data report provided by the authorities during this pandemic. The effective evaluation of R0 can forecast the necessity of lockdown as well as reopening the economy.
has issue date	2020-06-18(xsd:dateTime)
bibo:doi	10.1101/2020.06.16.20133330
has license	medrxiv
sha1sum (hex)	7c9b39a6ff64b53b3c4a93f274d776c6dc9b8c02
schema:url	https://doi.org/10.1101/2020.06.16.20133330
resource representing a document's title	Mathematical Modeling of Coronavirus Reproduction Rate with Policy and Behavioral Effects
resource representing a document's body	covid:7c9b39a6ff64b53b3c4a93f274d776c6dc9b8c02#body_text
is schema:about of	named entity 'response' named entity 'corona virus' named entity 'time-varying' named entity 'infected' named entity 'risk' named entity 'RATE' named entity 'PEOPLE' named entity 'CORONA' named entity 'USING' named entity 'FORECAST' named entity 'SCENARIO' named entity 'CHANGES' named entity 'transmission' named entity 'extent' named entity 'SIR model' named entity 'recovered' named entity 'time' named entity 'real time' named entity 'The' named entity 'days' named entity 'times' named entity 'estimates' named entity 'time period' named entity 'SIR model' named entity 'mathematical model' named entity 'SIR model' named entity 'coronavirus infection' named entity 'compartmental model' named entity 'death rate' named entity 'CC-BY-ND' named entity 'dashed' named entity 'preprint' named entity 'CC-BY-ND' named entity 'preprint' named entity 'medRxiv' named entity 'Daron Acemoglu' named entity 'infection rate' named entity 'Chad' named entity 'preprint' named entity 'infection rate' named entity 'compartmental models' named entity 'preprint' named entity 'coronavirus' named entity 'SIR model' named entity 'flu' named entity 'infection rate' named entity 'herd immunity' named entity 'preprint' named entity 'compartmental models' named entity 'social distancing' named entity 'SIR model' named entity 'pandemics' named entity 'preprint' named entity 'social distancing' named entity 'medRxiv' named entity 'World health Organisation' named entity 'virus' named entity 'reproduction rate' named entity 'continuous testing' named entity 'medRxiv' named entity 'reproduction rate' named entity 'transmission rate' named entity 'SIR model' named entity 'WHO' named entity 'compartmental models' named entity 'SIR Model' named entity 'death rates' named entity 'reproduction number' named entity 'vaccine' named entity 'Imperial College COVID-19 Response Team' named entity 'coronavirus infection' named entity 'infection rate' named entity 'logarithmic function' named entity 'reproduction rate' named entity 'SIR model' named entity 'reproduction rate' named entity 'infection rate' named entity 'virus' named entity '1 million' named entity 'medRxiv' named entity 'SIR model' named entity 'coronavirus' named entity 'reproduction rate' named entity 'CC-BY-ND'

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