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COVID-19 Cases and Stock Prices by Sector in Major Economies: What Do We Learn from the Daily Data?. (2022). Mihailov, Alexander ; Markovski, Minko ; Hassan, Hussein.
In: Economics Discussion Papers.
RePEc:rdg:emxxdp:em-dp2022-04.

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  1. A TGARCH Quantification of the Average Effect of COVID-19 Cases on Share Prices by Sector: Comparing the US and the UK. (2023). Mihailov, Alexander ; Markovski, Minko ; Hassan, Hussein.
    In: Economics Discussion Papers.
    RePEc:rdg:emxxdp:em-dp2023-15.

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  21. CORR_CASES_RE Figure 1: Canada –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021 2 COVID-19 Cases and Sectoral Stock Prices: Supplementary Online Appendix -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  22. CORR_CASES_RE Figure 10: Germany –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021 34 COVID-19 Cases and Sectoral Stock Prices: What Do We Learn from the Daily Data? -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  23. CORR_CASES_RE Figure 10: Spain –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021 Hassan, Markovski and Mihailov (April 2022) 11 -1 -0.5 0 fin 0 2 4 6 8 10 0 0.5 1 fin 0 2 4 6 8 10 -1 -0.5 0 basic 0 2 4 6 8 10 0 0.5 1 basic 0 2 4 6 8 10 -1 -0.5 0 constap 0 2 4 6 8 10 0 0.5 1 constap 0 2 4 6 8 10 -1 -0.5 0 condisc 0 2 4 6 8 10 0 0.5 1 condisc 0 2 4 6 8 10 -1 -0.5 0 energy 0 2 4 6 8 10 0 0.5 1 energy 0 2 4 6 8 10 -1 -0.5 0 health 0 2 4 6 8 10 0 0.5 1 health 0 2 4 6 8 10 -1 -0.5 0 ind 0 2 4 6 8 10 0 0.5 1 ind 0 2 4 6 8 10 -1 -0.5 0 tech 0 2 4 6 8 10 0 0.5 1 tech 0 2 4 6 8 10 -1 -0.5 0 telco 0 2 4 6 8 10 0 0.5 1 telco 0 2 4 6 8 10 -1 -0.5 0 util 0 2 4 6 8 10 0 0.5 1 util 0 2 4 6 8 10 -1 -0.5 0 re 0 2 4 6 8 10 0 0.5 1 re 0 2 4 6 8 10 Figure 11: Spain –
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  24. CORR_CASES_RE Figure 13: China –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021 14 COVID-19 Cases and Sectoral Stock Prices: Supplementary Online Appendix -1 -0.5 0 fin 0 0.5 1 1.5 2 0 0.5 1 fin 0 0.5 1 1.5 2 -1 -0.5 0 basic 0 0.5 1 1.5 2 0 0.5 1 basic 0 0.5 1 1.5 2 -1 -0.5 0 constap 0 0.5 1 1.5 2 0 0.5 1 constap 0 0.5 1 1.5 2 -1 -0.5 0 condisc 0 0.5 1 1.5 2 0 0.5 1 condisc 0 0.5 1 1.5 2 -1 -0.5 0 energy 0 0.5 1 1.5 2 0 0.5 1 energy 0 0.5 1 1.5 2 -1 -0.5 0 health 0 0.5 1 1.5 2 0 0.5 1 health 0 0.5 1 1.5 2 -1 -0.5 0 ind 0 0.5 1 1.5 2 0 0.5 1 ind 0 0.5 1 1.5 2 -1 -0.5 0 tech 0 0.5 1 1.5 2 0 0.5 1 tech 0 0.5 1 1.5 2 -1 -0.5 0 telco 0 0.5 1 1.5 2 0 0.5 1 telco 0 0.5 1 1.5 2 -1 -0.5 0 util 0 0.5 1 1.5 2 0 0.5 1 util 0 0.5 1 1.5 2 -1 -0.5 0 re 0 0.5 1 1.5 2 0 0.5 1 re 0 0.5 1 1.5 2
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  25. CORR_CASES_RE Figure 13: Italy –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021 Hassan, Markovski and Mihailov (April 2022) 37 -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  26. CORR_CASES_RE Figure 16: India –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021 Hassan, Markovski and Mihailov (April 2022) 17 -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  27. CORR_CASES_RE Figure 16: Japan –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021 40 COVID-19 Cases and Sectoral Stock Prices: What Do We Learn from the Daily Data? -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  28. CORR_CASES_RE Figure 4: Australia –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021 Hassan, Markovski and Mihailov (April 2022) 5 -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  29. CORR_CASES_RE Figure 4: US –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021. The top-left panel in this and all analogous …gures that follow shows the work-day dynamics of the respective national stock price index referred to in footnote 6. 28 COVID-19 Cases and Sectoral Stock Prices: What Do We Learn from the Daily Data? -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  30. CORR_CASES_RE Figure 7: France –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021 8 COVID-19 Cases and Sectoral Stock Prices: Supplementary Online Appendix -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  31. CORR_CASES_RE Figure 7: UK –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Dynamics, 2020-2021 Hassan, Markovski and Mihailov (April 2022) 31 -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4 Figure 8: UK –
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  32. December 1997, ends 17 February 2022 0 2000 4000 6000 8000 10000 12000 14000 16000 18000 Figure 1: The Latest 3 Biggest Stock Market Crashes: NASDAQ Work Day Plot (x-axis) –
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  33. Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020 1st half (top two rows) and 2020 2nd half (bottom two rows) 12 COVID-19 Cases and Sectoral Stock Prices: Supplementary Online Appendix -1 -0.5 0 fin 0 2 4 6 8 10 0 0.5 1 fin 0 2 4 6 8 10 -1 -0.5 0 basic 0 2 4 6 8 10 0 0.5 1 basic 0 2 4 6 8 10 -1 -0.5 0 constap 0 2 4 6 8 10 0 0.5 1 constap 0 2 4 6 8 10 -1 -0.5 0 condisc 0 2 4 6 8 10 0 0.5 1 condisc 0 2 4 6 8 10 -1 -0.5 0 energy 0 2 4 6 8 10 0 0.5 1 energy 0 2 4 6 8 10 -1 -0.5 0 health 0 2 4 6 8 10 0 0.5 1 health 0 2 4 6 8 10 -1 -0.5 0 ind 0 2 4 6 8 10 0 0.5 1 ind 0 2 4 6 8 10 -1 -0.5 0 tech 0 2 4 6 8 10 0 0.5 1 tech 0 2 4 6 8 10 -1 -0.5 0 telco 0 2 4 6 8 10 0 0.5 1 telco 0 2 4 6 8 10 -1 -0.5 0 util 0 2 4 6 8 10 0 0.5 1 util 0 2 4 6 8 10 -1 -0.5 0 re 0 2 4 6 8 10 0 0.5 1 re 0 2 4 6 8 10 Figure 12: Spain –
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  34. Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020, 1st half of the year 32 COVID-19 Cases and Sectoral Stock Prices: What Do We Learn from the Daily Data? -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4 Figure 9: UK –
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  35. February 1971 = 100; starts 5
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  36. Figure 11: Germany –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020, 1st half of the year Hassan, Markovski and Mihailov (April 2022) 35 -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4 Figure 12: Germany –
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  37. Figure 14: China –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020 1st Half Hassan, Markovski and Mihailov (April 2022) 15 -1 -0.5 0 fin 0 0.5 1 1.5 2 0 0.5 1 fin 0 0.5 1 1.5 2 -1 -0.5 0 basic 0 0.5 1 1.5 2 0 0.5 1 basic 0 0.5 1 1.5 2 -1 -0.5 0 constap 0 0.5 1 1.5 2 0 0.5 1 constap 0 0.5 1 1.5 2 -1 -0.5 0 condisc 0 0.5 1 1.5 2 0 0.5 1 condisc 0 0.5 1 1.5 2 -1 -0.5 0 energy 0 0.5 1 1.5 2 0 0.5 1 energy 0 0.5 1 1.5 2 -1 -0.5 0 health 0 0.5 1 1.5 2 0 0.5 1 health 0 0.5 1 1.5 2 -1 -0.5 0 ind 0 0.5 1 1.5 2 0 0.5 1 ind 0 0.5 1 1.5 2 -1 -0.5 0 tech 0 0.5 1 1.5 2 0 0.5 1 tech 0 0.5 1 1.5 2 -1 -0.5 0 telco 0 0.5 1 1.5 2 0 0.5 1 telco 0 0.5 1 1.5 2 -1 -0.5 0 util 0 0.5 1 1.5 2 0 0.5 1 util 0 0.5 1 1.5 2 -1 -0.5 0 re 0 0.5 1 1.5 2 0 0.5 1 re 0 0.5 1 1.5 2
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  38. Figure 14: Italy –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020, 1st half of the year 38 COVID-19 Cases and Sectoral Stock Prices: What Do We Learn from the Daily Data? -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  39. Figure 17: India –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020 1st Half 18 COVID-19 Cases and Sectoral Stock Prices: Supplementary Online Appendix -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  40. Figure 17: Japan –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020, 1st half of the year Hassan, Markovski and Mihailov (April 2022) 41 -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4 Figure 18: Japan –
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  41. Figure 2: Canada –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020 1st Half Hassan, Markovski and Mihailov (April 2022) 3 -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  42. Figure 5: Australia –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020 1st half (top two rows) and 2020 2nd half (bottom two rows) 6 COVID-19 Cases and Sectoral Stock Prices: Supplementary Online Appendix -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  43. Figure 5: US –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020, 1st half of the year Hassan, Markovski and Mihailov (April 2022) 29 -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4 Figure 6: US –
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  44. Figure 8: France –Estimated Daily Correlations between COVID-19 Cases and Sectoral Stock Price Indexes, Kernels, 2020 1st Half Hassan, Markovski and Mihailov (April 2022) 9 -1 -0.5 0 fin 0 1 2 3 4 0 0.5 1 fin 0 1 2 3 4 -1 -0.5 0 basic 0 1 2 3 4 0 0.5 1 basic 0 1 2 3 4 -1 -0.5 0 constap 0 1 2 3 4 0 0.5 1 constap 0 1 2 3 4 -1 -0.5 0 condisc 0 1 2 3 4 0 0.5 1 condisc 0 1 2 3 4 -1 -0.5 0 energy 0 1 2 3 4 0 0.5 1 energy 0 1 2 3 4 -1 -0.5 0 health 0 1 2 3 4 0 0.5 1 health 0 1 2 3 4 -1 -0.5 0 ind 0 1 2 3 4 0 0.5 1 ind 0 1 2 3 4 -1 -0.5 0 tech 0 1 2 3 4 0 0.5 1 tech 0 1 2 3 4 -1 -0.5 0 telco 0 1 2 3 4 0 0.5 1 telco 0 1 2 3 4 -1 -0.5 0 util 0 1 2 3 4 0 0.5 1 util 0 1 2 3 4 -1 -0.5 0 re 0 1 2 3 4 0 0.5 1 re 0 1 2 3 4
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  45. Hassan, Markovski and Mihailov (April 2022) 23 [15] Hvid, A. K., Kristiansen, K. (2020), “How News Aects Sectoral Stock Prices through Earnings Expectations and Premia,” European Central Bank Working Paper 2493 (November), [16] Keynes, J. M. (1936), The General Theory of Employment, Interest and Money. Reprinted in Keynes, Collected Writings. Vol. 7.
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  46. Table 13: Granger Causality Test Results: Summary by Sector and Country COVID-19 Cases and Stock Prices by Sector in Major Economies: What Do We Learn from the Daily Data? Supplementary Online Appendix Hussein Hassan, Minko Markovski and Alexander Mihailov April 2022 Abstract This appendix collects the same …gures per country for the remaining six countries with a complete sectoral stock price index data set (i.e., all 11 GICS sectors) in our sample as for the …ve countries in the main text. It also adds univariate GARCH statistical signi…cance tables for the six countries whose tables are not in the main text, to save space and keep focus there.
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