Risk Prediction and Assessment: Duration, Infections, and Death Toll of the COVID-19 and Its Impact on China’s Economy

Author:

Yue Xiao-GuangORCID,Shao Xue-FengORCID,Li Rita Yi ManORCID,Crabbe M. James C.,Mi Lili,Hu Siyan,Baker Julien SORCID,Liu Liting,Dong KechenORCID

Abstract

This study first analyzes the national and global infection status of the Coronavirus Disease that emerged in 2019 (COVID-19). It then uses the trend comparison method to predict the inflection point and Key Point of the COVID-19 virus by comparison with the severe acute respiratory syndrome (SARS) graphs, followed by using the Autoregressive Integrated Moving Average model, Autoregressive Moving Average model, Seasonal Autoregressive Integrated Moving-Average with Exogenous Regressors, and Holt Winter’s Exponential Smoothing to predict infections, deaths, and GDP in China. Finally, it discusses and assesses the impact of these results. This study argues that even if the risks and impacts of the epidemic are significant, China’s economy will continue to maintain steady development.

Publisher

MDPI AG

Reference29 articles.

1. China GDP Forecast Revised to 5.4% in 2020 https://www.bloomberg.com/news/videos/2020-02-05/our-china-gdp-forecast-revised-to-5-4-in-2020-says-moody-s-analytics-video

2. Special Report on Prevention and Cure of SARS (14 May 2003) http://fr.cctv.com/lm/560/31/85961.html

3. Heroes of SARS http://news.cntv.cn/2012/09/29/ARTI1348893872515797.shtml

4. Clinical characteristics of 2019 novel coronavirus infection in China

5. Risk Factor Identification of Sustainable Guarantee Network Based on Logistic Regression Algorithm

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