Evaluating How the Social Restriction, the Government Response, the Health, and Economic Indices Affected the Prediction of the Number of Deaths Provoked by COVID-19 in Brazil Using Classical Statistical and Machine Learning Models

Author:

Provenza Marcello Montillo1ORCID,Luna Aderval Severino1ORCID,Xavier Vinicius Layter1ORCID

Affiliation:

1. Universidade do Estado do Rio de Janeiro, Brasil

Publisher

FapUNIFESP (SciELO)

Subject

Multidisciplinary

Reference39 articles.

1. A novel coronavirus from patients with pneumonia in China, 2019;Zhu N;N Engl J Med,2020

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3. Contributions to the mathematical theory of epidemics. II.-The problem of endemicity;Kermack WO;Proceedings of the Royal Society of London. Series A, Containing Papers of a Math and Phys Character,1932

4. Contributions to the mathematical theory of epidemics. III.-Further studies of the problem of endemicity. Proceedings of the Royal Society of London;Kermack WO;Series A, Containing Papers of a Math and Phys Character,1933

5. An empirical overview of nonlinearity and overfitting in machine learning using COVID-19 data;Peng Y;Chaos, Solitons & Fractals,2020

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