Stock Price Forecasting in Presence of Covid-19 Pandemic and Evaluating Performances of Machine Learning Models for Time-Series Forecasting
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Scott R Baker & Nicholas Bloom & Steven J Davis & Kyle Kost & Marco Sammon & Tasaneeya Viratyosin & Jeffrey Pontiff, 0. "The Unprecedented Stock Market Reaction to COVID-19," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 742-758.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Bakas, Dimitrios & Triantafyllou, Athanasios, 2020.
"Commodity price volatility and the economic uncertainty of pandemics,"
Economics Letters, Elsevier, vol. 193(C).
- Bakas, Dimitrios & Triantafyllou, Athanasios, 2020. "Commodity Price Volatility and the Economic Uncertainty of Pandemics," Essex Finance Centre Working Papers 27364, University of Essex, Essex Business School.
- Dimitrios Bakas & Athanasios Triantafyllou, 2020. "Commodity Price Volatility and the Economic Uncertainty of Pandemics," Working Paper series 20-12, Rimini Centre for Economic Analysis.
- Norbert Bajkó & Zsolt Fülöp & Kinga Nagyné Pércsi, 2022. "Changes in the Innovation- and Marketing-Habits of Family SMEs in the Foodstuffs Industry, Caused by the Coronavirus Pandemic in Hungary," Sustainability, MDPI, vol. 14(5), pages 1-17, March.
- Mohamed Albaity & Ray Saadaoui Mallek & Hasan Mustafa, 2022. "Bank Stock Return Reactions to the COVID-19 Pandemic: The Role of Investor Sentiment in MENA Countries," Risks, MDPI, vol. 10(2), pages 1-15, February.
- Donato Masciandaro, 2020. "Covid-19 Helicopter Money, Monetary Policy And Central Bank Independence: Economics And Politics," BAFFI CAREFIN Working Papers 20137, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
- Mahata, Ajit & Rai, Anish & Nurujjaman, Md. & Prakash, Om, 2021. "Modeling and analysis of the effect of COVID-19 on the stock price: V and L-shape recovery," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 574(C).
- Himounet, Nicolas, 2022.
"Searching the nature of uncertainty: Macroeconomic and financial risks VS geopolitical and pandemic risks,"
International Economics, Elsevier, vol. 170(C), pages 1-31.
- Nicolas Himounet, 2021. "Searching for the Nature of Uncertainty: Macroeconomic VS Financial," Working Papers 2021.05, International Network for Economic Research - INFER.
- Altig, Dave & Baker, Scott & Barrero, Jose Maria & Bloom, Nicholas & Bunn, Philip & Chen, Scarlet & Davis, Steven J. & Leather, Julia & Meyer, Brent & Mihaylov, Emil & Mizen, Paul & Parker, Nicholas &, 2020.
"Economic uncertainty before and during the COVID-19 pandemic,"
Journal of Public Economics, Elsevier, vol. 191(C).
- David E. Altig & Scott Brent Baker & Jose Maria Barrero & Nick Bloom & Philip Bunn & Scarlet Chen & Steven J. Davis & Brent Meyer & Emil Mihaylov & Paul Mizen & Nicholas B. Parker & Thomas Renault & P, 2020. "Economic Uncertainty before and during the COVID-19 Pandemic," FRB Atlanta Working Paper 2020-9, Federal Reserve Bank of Atlanta.
- Dave Altig & Scott Baker & Jose Maria Barrero & Nick Bloom & Phil Bunn & Scarlet Chen & Steven J. Davis & Brent Meyer & Emil Mihaylov & Paul Mizen & Nick Parker & Thomas Renault & Pawel Smietanka & Gr, 2020. "Economic Uncertainty Before and During the COVID-19 Pandemic," Working Papers 2020-88, Becker Friedman Institute for Research In Economics.
- Altig, Dave & Baker, Scott & Barrero, Jose Maria & Bloom, Nick & Bunn, Philip & Chen, Scarlet & Davis, Steven J & Leather, Julia & Meyer, Brent & Mihaylov, Emil & Mizen, Paul & Parker, Nick & Renault,, 2020. "Economic uncertainty before and during the Covid-19 pandemic," Bank of England working papers 876, Bank of England.
- Dave Altig & Scott Baker & Jose Maria Barrero & Nicholas Bloom & Philip Bunn & Scarlet Chen & Steven Davis & Julia Leather & Brent Meyer & Emil Mihaylov & Paul Mizen & Nicholas Parker & Thomas Renault, 2020. "Economic uncertainty before and during the COVID-19 pandemic," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03205118, HAL.
- Dave Altig & Scott Baker & Jose Maria Barrero & Nick Bloom & Phil Bunn & Scarlet Chen & Steven J Davis & Julia Leather & Brent Meyer & Emil Mihaylov & Paul Mizen & Nick Parker & Thomas Renault & Pawel, 2020. "Economic uncertainty before and during the COVID-19 pandemic," Discussion Papers 2020/07, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
- David Altig & Scott R. Baker & Jose Maria Barrero & Nicholas Bloom & Philip Bunn & Scarlet Chen & Steven J. Davis & Julia Leather & Brent H. Meyer & Emil Mihaylov & Paul Mizen & Nicholas B. Parker & T, 2020. "Economic Uncertainty Before and During the COVID-19 Pandemic," NBER Working Papers 27418, National Bureau of Economic Research, Inc.
- Dave Altig & Scott Baker & Jose Maria Barrero & Nicholas Bloom & Philip Bunn & Scarlet Chen & Steven Davis & Julia Leather & Brent Meyer & Emil Mihaylov & Paul Mizen & Nicholas Parker & Thomas Renault, 2020. "Economic uncertainty before and during the COVID-19 pandemic," Post-Print hal-03205118, HAL.
- Jialei Jiang & Eun-Mi Park & Seong-Taek Park, 2021. "The Impact of the COVID-19 on Economic Sustainability—A Case Study of Fluctuation in Stock Prices for China and South Korea," Sustainability, MDPI, vol. 13(12), pages 1-17, June.
- Ducret, Romain, 2021. "Investors' perception of business group membership during an economic crisis : Evidence from the COVID-19 pandemic," FSES Working Papers 524, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
- Claudiu Tiberiu Albulescu & Eugenia Grecu, 2023.
"Government Interventions and Sovereign Bond Market Volatility during COVID-19: A Quantile Analysis,"
Mathematics, MDPI, vol. 11(5), pages 1-14, February.
- Claudiu Tiberiu Albulescu & Eugenia Grecu, 2022. "Government Interventions and Sovereign Bond Market Volatility during COVID 19: A Quantile Analysis," Working Papers hal-03195678, HAL.
- Caggiano, Giovanni & Castelnuovo, Efrem & Kima, Richard, 2020.
"The global effects of Covid-19-induced uncertainty,"
Economics Letters, Elsevier, vol. 194(C).
- Giovanni Caggiano & Efrem Castelnuovo & Richard Kima, 2020. "The global effects of Covid-19-induced uncertainty," "Marco Fanno" Working Papers 0256, Dipartimento di Scienze Economiche "Marco Fanno".
- Giovanni Caggiano & Efrem Castelnuovo & Richard Kima, 2020. "The Global Effects of Covid-19-Induced Uncertainty," CESifo Working Paper Series 8280, CESifo.
- Giovanni Caggiano & Efrem Castelnuovo & Richard Kima, 2020. "The global effects of Covid-19-induced uncertainty," CAMA Working Papers 2020-50, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Caggiano, Giovanni & Castelnuovo, Efrem & Kima, Richard, 2020. "The global effects of Covid-19-induced uncertainty," Bank of Finland Research Discussion Papers 11/2020, Bank of Finland.
- Blanas, Sotiris & Oikonomou, Rigas, 2023.
"COVID-induced economic uncertainty, tasks and occupational demand,"
Labour Economics, Elsevier, vol. 81(C).
- Sotiris Blanas & Rigas Oikonomou, 2022. "Covid-induced Economic Uncertainty, Tasks, and Occupational Demand," LIDAM Discussion Papers IRES 2022002, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
- Dragomirescu-Gaina, Catalin, 2021. "Facing an unfortunate trade-off: policy responses, lessons and spill-overs during the COVID-19 pandemic," Economics & Human Biology, Elsevier, vol. 43(C).
- Caggiano, Giovanni & Castelnuovo, Efrem & Delrio, Silvia & Kima, Richard, 2021.
"Financial uncertainty and real activity: The good, the bad, and the ugly,"
European Economic Review, Elsevier, vol. 136(C).
- Giovanni Caggiano & Efrem Castelnuovo & Richard Kima & Silvia Delrio, 2020. "Financial uncertainty and real activity: The good, the bad, and the ugly," CAMA Working Papers 2020-67, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Giovanni Caggiano & Efrem Castelnuovo & Silvia Delrio & Richard Kima, 2020. "Financial Uncertainty and Real Activity: The Good, the Bad, and the Ugly," CESifo Working Paper Series 8426, CESifo.
- Giovanni Caggiano & Efrem Castelnuovo & Silvia Delrio & Richard Kima, 2020. "Financial Uncertainty and Real Activity: The Good, the Bad, and the Ugly," "Marco Fanno" Working Papers 0255, Dipartimento di Scienze Economiche "Marco Fanno".
- Caggiano, Giovanni & Castelnuovo, Efrem & Kima, Richard, 2020.
"The global effects of Covid-19-induced uncertainty,"
Economics Letters, Elsevier, vol. 194(C).
- Giovanni Caggiano & Efrem Castelnuovo & Richard Kima, 2020. "The global effects of Covid-19-induced uncertainty," "Marco Fanno" Working Papers 0256, Dipartimento di Scienze Economiche "Marco Fanno".
- Caggiano, Giovanni & Castelnuovo, Efrem & Kima, Richard, 2020. "The global effects of Covid-19-induced uncertainty," Research Discussion Papers 11/2020, Bank of Finland.
- Giovanni Caggiano & Efrem Castelnuovo & Richard Kima, 2020. "The Global Effects of Covid-19-Induced Uncertainty," CESifo Working Paper Series 8280, CESifo.
- Giovanni Caggiano & Efrem Castelnuovo & Richard Kima, 2020. "The global effects of Covid-19-induced uncertainty," CAMA Working Papers 2020-50, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Peng-Fei Dai & Xiong Xiong & Zhifeng Liu & Toan Luu Duc Huynh & Jianjun Sun, 2021.
"Preventing crash in stock market: The role of economic policy uncertainty during COVID-19,"
Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-15, December.
- Peng-Fei Dai & Xiong Xiong & Zhifeng Liu & Toan Luu Duc Huynh & Jianjun Sun, 2020. "Preventing crash in stock market: The role of economic policy uncertainty during COVID-19," Papers 2010.01043, arXiv.org, revised Aug 2021.
- Megaritis, Anastasios & Vlastakis, Nikolaos & Triantafyllou, Athanasios, 2021.
"Stock market volatility and jumps in times of uncertainty,"
Journal of International Money and Finance, Elsevier, vol. 113(C).
- Megaritis, Anastasios & Vlastakis, Nikolaos & Triantafyllou, Athanasios, 2020. "Stock market volatility and jumps in times of uncertainty," Essex Finance Centre Working Papers 29200, University of Essex, Essex Business School.
- Henry Zhao & Zhilan Feng & Carlos Castillo-Chavez & Simon A. Levin, 2020. "Staggered Release Policies for COVID-19 Control: Costs and Benefits of Sequentially Relaxing Restrictions by Age," Papers 2005.05549, arXiv.org.
- Philipp Pfeiffer & Werner Roeger & Jan in ’t Veld, 2020. "The COVID19-Pandemic in the EU: Macroeconomic Transmission and Economic Policy Response," European Economy - Discussion Papers 127, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
- Antoine Mandel & Vipin Veetil, 2020.
"The Economic Cost of COVID Lockdowns: An Out-of-Equilibrium Analysis,"
Economics of Disasters and Climate Change, Springer, vol. 4(3), pages 431-451, October.
- Antoine Mandel & Vipin Veetil, 2020. "The Economic Cost of COVID Lockdowns: An Out-of-Equilibrium Analysis," Post-Print halshs-03043350, HAL.
- Antoine Mandel & Vipin Veetil, 2020. "The Economic Cost of COVID Lockdowns: An Out-of-Equilibrium Analysis," PSE-Ecole d'économie de Paris (Postprint) halshs-03043350, HAL.
- Antoine Mandel & Vipin Veetil, 2020. "The Economic Cost of COVID Lockdowns: An Out-of-Equilibrium Analysis," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-03043350, HAL.
More about this item
NEP fields
This paper has been announced in the following NEP Reports:- NEP-BIG-2021-05-10 (Big Data)
- NEP-CMP-2021-05-10 (Computational Economics)
- NEP-FMK-2021-05-10 (Financial Markets)
- NEP-FOR-2021-05-10 (Forecasting)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2105.02785. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.