Evaluation of changes on World Stock Exchanges in connection with the SARS-CoV-2 Pandemic : survival analysis method

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The aim of our research was to compare the intensity of decline and then increase in the value of basic stock indices during the SARS-CoV-2 coronavirus pandemic in 2020. The survival analysis methods used to assess the risk of decline and chance of rise of the indices were: Kaplan–Meier estimator, logit model, and the Cox proportional hazards model. We observed the highest intensity of decline in the European stock exchanges, followed by the American and Asian plus Australian ones (after the fourth and eighth week since the peak). The highest risk of decline was in America, then in Europe, followed by Asia and Australia. The lowest risk was in Africa. The intensity of increase was the highest in the fourth and eleventh week since the minimal value had been reached. The highest odds of increase were in the American stock exchanges, followed by the European and Asian (including Australia and Oceania), and the lowest in the African ones. The odds and intensity of increase in the stock exchange indices varied from continent to continent. The increase was faster than the initial decline.

Tytuł
Evaluation of changes on World Stock Exchanges in connection with the SARS-CoV-2 Pandemic : survival analysis method
Twórca
Bieszk-Stolorz Beata ORCID 0000-0001-8086-9037
Słowa kluczowe
stock indices; risk assessment; survival analysis models; SARS-CoV-2 pandemic; indeksy giełdowe; ocena ryzyka; modele analizy trwania; pandemia SARS-CoV-2
Współtwórca
Dmytrów Krzysztof ORCID 0000-0001-7657-6063
Data
2021
Typ zasobu
artykuł
Identyfikator zasobu
DOI 10.3390/risks9070121
Źródło
Risks, 2021, vol. 9 issue 7, [br.s.], 121
Język
angielski
Prawa autorskie
CC BY CC BY
Kategorie
Publikacje pracowników US
Data udostępnienia26 paź 2021, 12:00:13
Data mod.14 mar 2022, 13:49:51
DostępPubliczny
Aktywnych wyświetleń0