NVIDIA’s Comprehensive Market Analysis: Technologies and Competitors

Authors

  • Yuchen Wang

DOI:

https://doi.org/10.61173/psc2hs46

Keywords:

VIDIA, Market Analysis, Stock Market

Abstract

NVIDIA is the world’s leading graphics processing unit (GPU) manufacturer and a central player in the technology industry. This article identifies the factors influencing NVIDIA’s stock market movements by examining the correlation between the stock prices of Nvidia companies and their nine representative competitors. This study adopted the Pearson correlation coefficient (PCC), Granger causality, and multivariate adaptive regression spline (MARS). Three methods were used to analyze the data. The results show a strong positive correlation between NVIDIA and its competitors.

References

[1] Letian Qi. (2024), Stock Data Analysis of Competing Companies in Competitive Market: The Case of NVIDIA Corporation

[2] Huang, W., Yalamanchili, S., Paul, I., & Arora, M.. (2015). Harmonia: balancing compute and memory power in highperformance GPUs. Computer architecture news.

[3] Kirk, D. (2007). NVIDIA CUDA software and GPU parallel computing architecture. Proceedings of the 6th International Symposium on Memory Management, ISMM 2007, Montreal, Quebec, Canada, October 21-22, 2007.

[4] Iwai, A., & Aoyama, M. (2011). Automotive Cloud Service Systems Based on Service-Oriented Architecture and Its Evaluation. Cloud Computing (CLOUD), 2011 IEEE International Conference on. IEEE.

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Published

2025-07-06