Time Time Series Forecasting of Stock Price for Maritime Shipping Company in COVID-19 Period Using Multi-Step Long Short-Term Memory (LSTM) Networks
Author
Abstract
Suggested Citation
DOI: 10.2478/picbe-2023-0154
Download full text from publisher
References listed on IDEAS
- Yilmazkuday, Hakan, 2022.
"Coronavirus disease 2019 and the global economy,"
Transport Policy, Elsevier, vol. 120(C), pages 40-46.
- Hakan Yilmazkuday, 2022. "Coronavirus Disease 2019 and the Global Economy," Working Papers 2202, Florida International University, Department of Economics.
- Mei-Ping Chen & Chien-Chiang Lee & Yu-Hui Lin & Wen-Yi Chen, 2018. "Did the S.A.R.S. epidemic weaken the integration of Asian stock markets? Evidence from smooth time-varying cointegration analysis," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 31(1), pages 908-926, January.
- Guerrero, David & Letrouit, Lucie & Pais-Montes, Carlos, 2022. "The container transport system during Covid-19: An analysis through the prism of complex networks," Transport Policy, Elsevier, vol. 115(C), pages 113-125.
- Sakawa, Hideaki & Watanabel, Naoki, 2023. "The impact of the COVID-19 outbreak on Japanese shipping industry: An event study approach," Transport Policy, Elsevier, vol. 130(C), pages 130-140.
- Narasimha, Prathvi Thumbe & Jena, Pradyot Ranjan & Majhi, Ritanjali, 2021. "Impact of COVID-19 on the Indian seaport transportation and maritime supply chain," Transport Policy, Elsevier, vol. 110(C), pages 191-203.
- Iyke, Bernard Njindan & Maheepala, M.M.J.D., 2022. "Conventional monetary policy, COVID-19, and stock markets in emerging economies," Pacific-Basin Finance Journal, Elsevier, vol. 76(C).
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.- Huang, Dong & Grifoll, Manel & Sanchez-Espigares, Jose A. & Zheng, Pengjun & Feng, Hongxiang, 2022. "Hybrid approaches for container traffic forecasting in the context of anomalous events: The case of the Yangtze River Delta region in the COVID-19 pandemic," Transport Policy, Elsevier, vol. 128(C), pages 1-12.
- Zhao, Chuan & Li, Xin & Zuo, Min & Mo, Lipo & Yang, Changchun, 2022. "Spatiotemporal dynamic network for regional maritime vessel flow prediction amid COVID-19," Transport Policy, Elsevier, vol. 129(C), pages 78-89.
- Siyi Liu & Xin Liu & Chuancai Zhang & Lingli Zhang, 2023. "Institutional and individual investors' short‐term reactions to the COVID‐19 crisis in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4333-4355, December.
- Naveed, Muhammad & Ali, Shoaib & Gubareva, Mariya & Omri, Anis, 2024. "When giants fall: Tracing the ripple effects of Silicon Valley Bank (SVB) collapse on global financial markets," Research in International Business and Finance, Elsevier, vol. 67(PA).
- Bokyung Kim & Geunsub Kim & Moohong Kang, 2022. "Study on Comparing the Performance of Fully Automated Container Terminals during the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(15), pages 1-13, August.
- Olabisi Michael Olapoju, 2023. "Appraising the impact of COVID-19 on trading volume of selected vessel types in sub-Saharan Africa," Journal of Shipping and Trade, Springer, vol. 8(1), pages 1-12, December.
- Saxena, Aditya & Gupta, Vallary, 2023. "Carpooling: Who is closest to adopting it? An investigation into the potential car-poolers among private vehicle users: A case of a developing country, India," Transport Policy, Elsevier, vol. 135(C), pages 11-20.
- Jiachen Sun & Haiyan Wang & Zhimin Cui, 2023. "Alleviating the Bauxite Maritime Supply Chain Risks through Resilient Strategies: QFD-MCDM with Intuitionistic Fuzzy Decision Approach," Sustainability, MDPI, vol. 15(10), pages 1-21, May.
- Khurshid, Adnan & Khan, Khalid & Cifuentes-Faura, Javier & Chen, Yufeng, 2024. "Asymmetric multifractality: Comparative efficiency analysis of global technological and renewable energy prices using MFDFA and A-MFDFA approaches," Energy, Elsevier, vol. 289(C).
- Dirzka, Christopher & Acciaro, Michele, 2022. "Global shipping network dynamics during the COVID-19 pandemic's initial phases," Journal of Transport Geography, Elsevier, vol. 99(C).
- Li Chen & Guang Zhang, 2022. "COVID-19 Effects on Arbitrage Trading in the Energy Market," Energies, MDPI, vol. 15(13), pages 1-13, June.
- Liu, Jiaguo & Gu, Bingmei & Chen, Jihong, 2023. "Enablers for maritime supply chain resilience during pandemic: An integrated MCDM approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 175(C).
- Cui, Zhiwei & Fu, Xin & Wang, Jianwei & Qiang, Yongjie & Jiang, Ying & Long, Zhiyou, 2022. "How does COVID-19 pandemic impact cities' logistics performance? An evidence from China's highway freight transport," Transport Policy, Elsevier, vol. 120(C), pages 11-22.
- Jedrzej Charlampowicz, 2022. "Management of Service Quality of the Maritime Container Terminal in the Post-COVID-19 Era," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 22-29.
- Liu, Jiaguo & Zhao, Aixiang & Kong, Yudan & Wang, Junjin, 2022. "Optimal subsidy policies of the Chinese cruise market under the impact of COVID-19," Transport Policy, Elsevier, vol. 126(C), pages 280-291.
- Zhao, Hong-Mei & He, Hong-Di & Lu, Kai-Fa & Han, Xiao-Long & Ding, Yi & Peng, Zhong-Ren, 2022. "Measuring the impact of an exogenous factor: An exponential smoothing model of the response of shipping to COVID-19," Transport Policy, Elsevier, vol. 118(C), pages 91-100.
- Isabel Carrillo-Hidalgo & Juan Ignacio Pulido-Fernández & José Luis Durán-Román & Jairo Casado-Montilla, 2023. "COVID-19 and tourism sector stock price in Spain: medium-term relationship through dynamic regression models," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-24, December.
- Kwadwo Boateng Prempeh & Joseph Magnus Frimpong & Newman Amaning, 2023. "Determining the return volatility of the Ghana stock exchange before and during the COVID-19 pandemic using the exponential GARCH model," SN Business & Economics, Springer, vol. 3(1), pages 1-20, January.
- Muhammad Kashif & Fatima Sultana & Muhammad Atif & Muhammad Aslam & Ammara Sarwar & Umar Farooq Awan & Muhammad Wasif Hanif, 2023. "COVID-19 Attack on Stock Markets: Event Study and Panel Data Analysis of Organization of Islamic Countries (OIC)," Journal of Economic Impact, Science Impact Publishers, vol. 5(1), pages 50-63.
- Tingting Lan & Liuguo Shao & Hua Zhang & Caijun Yuan, 2023. "The impact of pandemic on dynamic volatility spillover network of international stock markets," Empirical Economics, Springer, vol. 65(5), pages 2115-2144, November.
More about this item
Keywords
COVID-19; Maritime transport; Long short-term memory; Predicting; Stock price; Shipping company;All these keywords.
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:vrs:poicbe:v:17:y:2023:i:1:p:1728-1747:n:25. 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: Peter Golla (email available below). General contact details of provider: https://www.sciendo.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.