Matches in SemOpenAlex for { <https://semopenalex.org/work/W3044493649> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W3044493649 endingPage "73" @default.
- W3044493649 startingPage "64" @default.
- W3044493649 abstract "COVID-19 is currently threatening countries in the world. Presently in Nigeria, there are about 29,286 confirmed cases, 11,828 discharged and 654 deaths as of 6th July 2020. It is against this background that this study was targeted at modeling daily cases of COVID-19’s deaths in Nigeria using count regression models like; Poisson Regression (PR), Negative Binomial Regression (NBR) and Generalized Poisson Regression (GPR) model. The study aim at fitting an appropriate count Regression model to the confirmed, active and critical cases of COVID-19 in Nigeria after 118 days. The data for the study was extracted from the daily COVID-19 cases update released by the Nigeria Centre for Disease Control (NCDC) online database from February 28th, 2020 – 6th, July 2020. The extracted data were used in the simulation of Poisson, Negative Binomial, and Generalized Poisson Regression model with a program written in STATA version 14 and fitted to the data at a 5% significance level. The best model was selected based on the values of -2logL, AIC, and BIC selection test/criteria. The results obtained from the analysis revealed that the Poisson regression could not capture over-dispersion, so other forms of Poisson Regression models such as the Negative Binomial Regression and Generalized Poisson Regression were used in the estimation. Of the three count Regression models, Generalized Poisson Regression was the best model for fitting daily cumulative confirmed, active and critical COVID-19 cases in Nigeria when overdispersion is present in the predictors because it had the least -2log-Likelihood, AIC, and BIC. It was also discovered that active and critical cases have a positive and significant effect on the number of COVID-19 related deaths in Nigeria." @default.
- W3044493649 created "2020-07-29" @default.
- W3044493649 creator A5012256966 @default.
- W3044493649 creator A5015149730 @default.
- W3044493649 creator A5039834708 @default.
- W3044493649 creator A5054999489 @default.
- W3044493649 creator A5065597100 @default.
- W3044493649 date "2020-07-25" @default.
- W3044493649 modified "2023-10-06" @default.
- W3044493649 title "Modeling COVID-19 Cases in Nigeria Using Some Selected Count Data Regression Models" @default.
- W3044493649 doi "https://doi.org/10.32861/ijhms.64.64.73" @default.
- W3044493649 hasPublicationYear "2020" @default.
- W3044493649 type Work @default.
- W3044493649 sameAs 3044493649 @default.
- W3044493649 citedByCount "5" @default.
- W3044493649 countsByYear W30444936492021 @default.
- W3044493649 countsByYear W30444936492023 @default.
- W3044493649 crossrefType "journal-article" @default.
- W3044493649 hasAuthorship W3044493649A5012256966 @default.
- W3044493649 hasAuthorship W3044493649A5015149730 @default.
- W3044493649 hasAuthorship W3044493649A5039834708 @default.
- W3044493649 hasAuthorship W3044493649A5054999489 @default.
- W3044493649 hasAuthorship W3044493649A5065597100 @default.
- W3044493649 hasBestOaLocation W30444936491 @default.
- W3044493649 hasConcept C100906024 @default.
- W3044493649 hasConcept C105795698 @default.
- W3044493649 hasConcept C117236510 @default.
- W3044493649 hasConcept C126322002 @default.
- W3044493649 hasConcept C152877465 @default.
- W3044493649 hasConcept C199335787 @default.
- W3044493649 hasConcept C2779134260 @default.
- W3044493649 hasConcept C2908647359 @default.
- W3044493649 hasConcept C3008058167 @default.
- W3044493649 hasConcept C33643355 @default.
- W3044493649 hasConcept C33923547 @default.
- W3044493649 hasConcept C41587187 @default.
- W3044493649 hasConcept C48921125 @default.
- W3044493649 hasConcept C524204448 @default.
- W3044493649 hasConcept C71924100 @default.
- W3044493649 hasConcept C73269764 @default.
- W3044493649 hasConcept C83546350 @default.
- W3044493649 hasConcept C91025261 @default.
- W3044493649 hasConcept C99454951 @default.
- W3044493649 hasConceptScore W3044493649C100906024 @default.
- W3044493649 hasConceptScore W3044493649C105795698 @default.
- W3044493649 hasConceptScore W3044493649C117236510 @default.
- W3044493649 hasConceptScore W3044493649C126322002 @default.
- W3044493649 hasConceptScore W3044493649C152877465 @default.
- W3044493649 hasConceptScore W3044493649C199335787 @default.
- W3044493649 hasConceptScore W3044493649C2779134260 @default.
- W3044493649 hasConceptScore W3044493649C2908647359 @default.
- W3044493649 hasConceptScore W3044493649C3008058167 @default.
- W3044493649 hasConceptScore W3044493649C33643355 @default.
- W3044493649 hasConceptScore W3044493649C33923547 @default.
- W3044493649 hasConceptScore W3044493649C41587187 @default.
- W3044493649 hasConceptScore W3044493649C48921125 @default.
- W3044493649 hasConceptScore W3044493649C524204448 @default.
- W3044493649 hasConceptScore W3044493649C71924100 @default.
- W3044493649 hasConceptScore W3044493649C73269764 @default.
- W3044493649 hasConceptScore W3044493649C83546350 @default.
- W3044493649 hasConceptScore W3044493649C91025261 @default.
- W3044493649 hasConceptScore W3044493649C99454951 @default.
- W3044493649 hasIssue "64" @default.
- W3044493649 hasLocation W30444936491 @default.
- W3044493649 hasLocation W30444936492 @default.
- W3044493649 hasOpenAccess W3044493649 @default.
- W3044493649 hasPrimaryLocation W30444936491 @default.
- W3044493649 hasRelatedWork W2159796125 @default.
- W3044493649 hasRelatedWork W2626535600 @default.
- W3044493649 hasRelatedWork W2892527358 @default.
- W3044493649 hasRelatedWork W2971731486 @default.
- W3044493649 hasRelatedWork W3186588872 @default.
- W3044493649 hasRelatedWork W3210390693 @default.
- W3044493649 hasRelatedWork W4287883011 @default.
- W3044493649 hasRelatedWork W879231759 @default.
- W3044493649 hasRelatedWork W2187867992 @default.
- W3044493649 hasRelatedWork W2745491055 @default.
- W3044493649 isParatext "false" @default.
- W3044493649 isRetracted "false" @default.
- W3044493649 magId "3044493649" @default.
- W3044493649 workType "article" @default.