An overview of forecast analysis with ARIMA models during the COVID-19 pandemic: Methodology and case study in Brazil
This comprehensive overview focuses on the issues presented by the pandemic due to
COVID-19, understanding its spread and the wide-ranging effects of government-imposed …
COVID-19, understanding its spread and the wide-ranging effects of government-imposed …
Lighting the populational impact of covid-19 vaccines in brazil
This paper examines the populational impact of the COVID-19 vaccinations for Brazil.
Therefore, our analysis takes into account the time series of the daily number of deaths …
Therefore, our analysis takes into account the time series of the daily number of deaths …
Dynamics diagnosis of the COVID-19 deaths using the Pearson diagram
ADS Gonçalves, LHS Fernandes… - Chaos, Solitons & …, 2022 - Elsevier
The pandemic COVID-19 brings with it the need for studies and tools to help those in charge
make decisions. Working with classical time series methods such as ARIMA and SARIMA …
make decisions. Working with classical time series methods such as ARIMA and SARIMA …
[HTML][HTML] A comparative analysis between a SIRD compartmental model and the Richards growth model
AMS Macêdo, AA Brum, GC Duarte-Filho… - … in Computational and …, 2021 - SciELO Brasil
We propose a compartmental SIRD model with time-dependent parameters that can be
used to give epidemiological interpretations to the phenomenological parameters of the …
used to give epidemiological interpretations to the phenomenological parameters of the …
Heavy-tailed distributions of confirmed COVID-19 cases and deaths in spatiotemporal space
P Liu, Y Zheng - PLoS One, 2023 - journals.plos.org
This paper conducts a systematic statistical analysis of the characteristics of the
geographical empirical distributions for the numbers of both cumulative and daily confirmed …
geographical empirical distributions for the numbers of both cumulative and daily confirmed …
Standard and anomalous waves of COVID-19: A multiple-wave growth model for epidemics
GL Vasconcelos, AA Brum, FAG Almeida… - Brazilian Journal of …, 2021 - Springer
We apply a generalized logistic growth model, with time-dependent parameters, to describe
the fatality curves of the COVID-19 disease for several countries that exhibit multiple waves …
the fatality curves of the COVID-19 disease for several countries that exhibit multiple waves …
The starting dates of COVID-19 multiple waves
PR de Lima Gianfelice, R Sovek Oyarzabal… - … Journal of Nonlinear …, 2022 - pubs.aip.org
The severe acute respiratory syndrome of coronavirus 2 spread globally very quickly,
causing great concern at the international level due to the severity of the associated …
causing great concern at the international level due to the severity of the associated …
An epidemiological analysis for assessing and evaluating COVID-19 based on data analytics in Latin American countries
Simple Summary In this research, we investigate the COVID-19 spread in Latin American
countries using time-series and epidemic models. We highlight the diverse outbreak …
countries using time-series and epidemic models. We highlight the diverse outbreak …
Exploring the relationship between mobility and COVID− 19 infection rates for the second peak in the United States using phase-wise association
Human mobility plays an important role in the dynamics of infectious disease spread.
Evidence from the initial nationwide lockdowns for COVID− 19 indicates that restricting …
Evidence from the initial nationwide lockdowns for COVID− 19 indicates that restricting …
Inference Based on the Stochastic Expectation Maximization Algorithm in a Kumaraswamy Model with an Application to COVID-19 Cases in Chile
J Figueroa-Zúñiga, JG Toledo, B Lagos-Alvarez… - Mathematics, 2023 - mdpi.com
Extensive research has been conducted on models that utilize the Kumaraswamy
distribution to describe continuous variables with bounded support. In this study, we …
distribution to describe continuous variables with bounded support. In this study, we …