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Stock Price Prediction of the Largest Automotive Competitors Based on the Monte Carlo Method


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Albulescu, C. T., Tămășilă, M., & Tăucean, I. M. (2021). The nonlinear relationship between firm size and growth in the automotive industry. Journal of Industry, Competition and Trade, 21(3), 445-463. Search in Google Scholar

Anand, C. (2021). Comparison of stock price prediction models using pre-trained neural networks. Journal of Ubiquitous Computing and Communication Technologies (UCCT), 3(02), 122-134. Search in Google Scholar

Arsy, F. A. (2021). Demand forecasting of toyota avanza cars in Indonesia: grey systems approach. International Journal of Grey Systems, 1(1), 38-47. Search in Google Scholar

Balcet, G., & Enrietti, A. (2002). The Impact of Focused Globalisation in the Italian Automotive Industry1. Journal of Interdisciplinary economics, 13(1-3), 97-133. Search in Google Scholar

Basaline, J. (2022). The Economy’s Effect on the Future of the Auto Industry. Equifax. Available at: https://www.equifax.com/newsroom/all-news/-/story/the-economy-s-effect-on-the-future-of-the-auto-industry// Retrieved: November 2022. Search in Google Scholar

Beier, G., Kiefer, J., & Knopf, J. (2022). Potentials of big data for corporate environmental management: A case study from the German automotive industry. Journal of industrial ecology, 26(1), 336-349. Search in Google Scholar

Black, A., & Bhanisi, S. (2006, October). Globalisation, Imports and local content in the South African automotive industry. In Development Policy Research Unit Conference. Johannesburg (pp. 18-20). Search in Google Scholar

Bouare, O., Tlabela, K., Struwig, J., & Langa, Z. (2003). The impact of economic globalisation on the South African auto industry. South African Journal of Economic and Management Sciences, 6(1), 178-196. Search in Google Scholar

Carlogos https://www.carlogos.org/reviews/largest-car-companies.html Search in Google Scholar

Chandak, S., Chandak, A., & Sharma, A. (2014). Globalisation of supply chain management for an automotive industry-future perspective. International Review of Applied Engineering Research, 4(2), 155-164. Search in Google Scholar

Chuang, C. H., & Zhao, Y. (2019). Demand stimulation in finished-goods inventory management: Empirical evidence from General Motors dealerships. International Journal of Production Economics, 208, 208-220. Search in Google Scholar

Dmytriiev, I. A., Shevchenko, I. Y., Kudryavtsev, V. M., Lushnikova, O. M., & Zhytnik, T. S. (2019). The world experience and a unified model for government regulation of development of the automotive industry. Public Policy and Administration, 18(3), 46-58. Search in Google Scholar

Ewing, J., Cohen, P. (2021). How car shortages are putting the world’s economy at risk. The New York Times. Available at: https://www.nytimes.com/2021/11/02/business/car-shortage-global-economy.html Retrieved: November 2022. Search in Google Scholar

Factorywarantylist https://www.factorywarrantylist.com/car-sales-by-revenue.html Search in Google Scholar

Frigant, V., & Zumpe, M. (2017). Regionalisation or globalisation of automotive production networks? Lessons from import patterns of four European countries. Growth and Change, 48(4), 661-681. Search in Google Scholar

García-Machado, J. J., & Martínez-Ávila, M. (2019). Environmental performance and green culture: The mediating effect of green innovation. An application to the automotive industry. Sustainability, 11(18), 4874. Search in Google Scholar

Gohoungodji, P., N’Dri, A. B., Latulippe, J. M., & Matos, A. L. B. (2020). What is stopping the automotive industry from going green? A systematic review of barriers to green innovation in the automotive industry. Journal of Cleaner Production, 277, 123524. Search in Google Scholar

Gorgoni, S., Amighini, A., & Smith, M. (2018). Automotive international trade networks: A comparative analysis over the last two decades. Network Science, 6(4), 571-606. Search in Google Scholar

Haas, T. (2021). From green energy to the green car state? The political economy of ecological modernisation in Germany. New political economy, 26(4), 660-673. Search in Google Scholar

Hartungi, R. (2006). Could developing countries take the benefit of globalisation?. International Journal of Social Economics. Search in Google Scholar

Howarth, J. (2022). 10 Important Auto Industry Trends (2022-2024). Exploding topics. Available at: https://explodingtopics.com/blog/auto-industry-trends Retrieved: November 2022. Search in Google Scholar

Hu, S., Yang, J., Jiang, Z., Ma, M., & Cai, W. (2021). CO2 emission and energy consumption from automobile industry in China: decomposition and analyses of driving forces. Processes, 9(5), 810. Search in Google Scholar

Ishigame, K. (2020). Enhancing learning through continuous improvement: case studies of the toyota production system in the automotive industry in South Africa. In Workers, Managers, Productivity (pp. 197-219). Palgrave Macmillan, Singapore. Search in Google Scholar

Kädtler, J., & Sperling, H. J. (2002). After globalisation and financialisation: logics of bargaining in the German automotive industry. Competition & Change, 6(2), 149-168. Search in Google Scholar

Khan, A. (2019). Enhancing Global Competitiveness through Employees: A Case Study of Toyota Motor Corporation. Editorial Committee, 82. Search in Google Scholar

Kirca, A. H., Randhawa, P., Talay, M. B., & Akdeniz, M. B. (2020). The interactive effects of product and brand portfolio strategies on brand performance: Longitudinal evidence from the US automotive industry. International Journal of Research in Marketing, 37(2), 421-439. Search in Google Scholar

Krzywdzinski, M. (2019). Globalisation, decarbonisation and technological change: Challenges for the German and CEE automotive supplier industry. Towards a just transition: coal, cars and the world of work. Brussels: ETUI, 2019. Search in Google Scholar

Kuhnert, F., Stürmer, C., Koster, A. (2017). Five trends transforming the Automotive Industry. Published by PricewaterhouseCoopers GmbH Wirtschaftsprüfungsgesellschaft. Available at: https://www.pwc.com/gx/en/industries/automotive/assets/pwc-five-trends-transforming-the-automotive-industry.pdf Retrieved: November 2022. Search in Google Scholar

Li, Z. (2018). Business Network Positioning Analysis of Toyota. American Journal of Industrial and Business Management, 8(07), 1693. Search in Google Scholar

Liu, Y., Blome, C., Sanderson, J., & Paulraj, A. (2018). Supply chain integration capabilities, green design strategy and performance: a comparative study in the auto industry. Supply Chain Management: An International Journal. Search in Google Scholar

Lukin, E., Krajnović, A., & Bosna, J. (2022). Sustainability Strategies and Achieving SDGs: A Comparative Analysis of Leading Companies in the Automotive Industry. Sustainability, 14(7), 4000. Search in Google Scholar

Madoh, A., Alenazi, J., Alkhamees, L., & Panwar, A. (2019). Case Study on Market Mix Strategies of Toyota Motor Corporation. Asia Pacific Journal of Management and Education (APJME), 2(3), 70-78. Search in Google Scholar

Masondo, D. (2018). South African business nanny state: the case of the automotive industrial policy post-apartheid, 1995–2010. Review of African Political Economy, 45(156), 203-222. Search in Google Scholar

Meckling, J., & Nahm, J. (2019). The politics of technology bans: Industrial policy competition and green goals for the auto industry. Energy Policy, 126, 470-479. Search in Google Scholar

Mladjan, M. M., & Markovic, D. Z. (2019). Diagrams of power and strategic decision making: the case of strategic alliances in the automotive industry. Management: Journal of Sustainable Business and Management Solutions in Emerging Economies, 24(3), 21-32. Search in Google Scholar

Mordue, G., & Sweeney, B. (2020). Neither core nor periphery: The search for competitive advantage in the automotive semi‐periphery. Growth and Change, 51(1), 34-57. Search in Google Scholar

Nguyen, H. V., Naeem, M. A., Wichitaksorn, N., & Pears, R. (2019). A smart system for short-term price prediction using time series models. Computers & Electrical Engineering, 76, 339-352. Search in Google Scholar

Palea, V., & Santhià, C. (2022). The financial impact of carbon risk and mitigation strategies: Insights from the automotive industry. Journal of Cleaner Production, 344, 131001. Search in Google Scholar

Priyadi, L., & Takahashi, Y. (2019). The Dynamics of the Toyota-Astra Hybrid Structure Partnership. Institutions and Economies, 85-122. Search in Google Scholar

Rakhra, M., Soniya, P., Tanwar, D., Singh, P., Bordoloi, D., Agarwal, P., ... & Verma, N. (2021). Crop price prediction using random forest and decision tree regression:-a review. Materials Today: Proceedings. Search in Google Scholar

Rovinaru, F. I., Rovinaru, M. D., & Rus, A. V. (2019). The economic and ecological impacts of dismantling end-of-life vehicles in romania. Sustainability, 11(22), 6446. Search in Google Scholar

Russo-Spena, T., Tregua, M., & De Chiara, A. (2018). Trends and drivers in CSR disclosure: A focus on reporting practices in the automotive industry. Journal of Business Ethics, 151(2), 563-578. Search in Google Scholar

Saidani, M., Yannou, B., Leroy, Y., & Cluzel, F. (2018). Heavy vehicles on the road towards the circular economy: Analysis and comparison with the automotive industry. Resources, Conservation and Recycling, 135, 108-122. Search in Google Scholar

Salihoglu, G., & Salihoglu, N. K. (2016). A review on paint sludge from automotive industries: Generation, characteristics and management. Journal of environmental management, 169, 223-235. Search in Google Scholar

Samaddar, M., Bachman, D. (2022). No longer a smooth drive: How automobiles’ role in the US economy has evolved. Deloite. Available at: https://www2.deloitte.com/us/en/insights/economy/spotlight/automobile-impact-us-economy.html Retrieved: November 2022. Search in Google Scholar

Saranga, H., Schotter, A. P., & Mudambi, R. (2019). The double helix effect: Catch-up and local-foreign co-evolution in the Indian and Chinese automotive industries. International Business Review, 28(5), 101495. Search in Google Scholar

Scavarda, L. F., Schaffer, J., Scavarda, A. J., da Cunha Reis, A., & Schleich, H. (2009). Product variety: an auto industry analysis and a benchmarking study. Benchmarking: An International Journal. Search in Google Scholar

Schaede, U. (2010). Globalisation and the reorganisation of Japan’s auto parts industry. International Journal of Automotive Technology and Management, 10(2), 270. Search in Google Scholar

Schulz, M. (2020). The Future of the Japanese Automotive Industry. In The Ecological Modernization Capacity of Japan and Germany (pp. 137-154). Springer VS, Wiesbaden. Search in Google Scholar

Shah, A. B. H. A. Y., & Regassa, H. (2010). Return on quality—quality’s impact on customer satisfaction, revenue growth, profitability and cost efficiency. A cross national comparative analysis of Japanese and American manufacturers in the auto industry. Marketing Management Journal, 20(2), 163-179. Search in Google Scholar

Soviar, J., Holubčík, M., Vodák, J., Rechtorík, M., & Pollák, F. (2019). The Presentation of Automotive Brands in the On-Line Environment—The Perspective of KIA, Peugeot, Toyota and VW in the Slovak Republic. Sustainability, 11(7), 2132. Search in Google Scholar

Studeny, M. (2015). Comparative Analysis of Business Success in the Automotive Industry Using a Grounded Theory Approach. Zeitschrift für interdisziplinäre ökonomische Forschung, (2), 61-68. Search in Google Scholar

Sturgeon, T. J., Memedovic, O., Van Biesebroeck, J., & Gereffi, G. (2009). Globalisation of the automotive industry: main features and trends. International Journal of Technological learning, innovation and development, 2(1-2), 7-24. Search in Google Scholar

Szász, L., Csíki, O., & Rácz, B. G. (2021). Sustainability management in the global automotive industry: A theoretical model and survey study. International Journal of Production Economics, 235, 108085. Search in Google Scholar

Tan, K. H., & Perrons, R. K. (2009). Is globalisation an enabler of radical innovation in Toyota?. International Journal of Entrepreneurship and Innovation Management, 9(3), 285-298. Search in Google Scholar

Truett, L. J., & Truett, D. B. (2007). A cost-based analysis of scale economies in the French auto industry. International Review of Economics & Finance, 16(3), 369-382. Search in Google Scholar

United Nations. Available at: https://www.un.org/en/climatechange/net-zero-coalition, Retrieved: November 2022. Search in Google Scholar

Wang, M., Ren, R., & Yan, B. (2010). The analysis of auto industrial clusters competitiveness in China in the context of economic globalisation. World Review of Science, Technology and Sustainable Development, 8(1), 29-46. Search in Google Scholar

Yahoo Finance. Available at: https://finance.yahoo.com/ Search in Google Scholar

Yu, P., & Yan, X. (2020). Stock price prediction based on deep neural networks. Neural Computing and Applications, 32(6), 1609-1628. Search in Google Scholar

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