National Association of Securities Dealers Automated Quotations(NASDAQ) is an American stock exchange based. It is one of the most valuable stock economic indices in the world and is located in New York City \cite{pagano2008quality}. The volatility of the stock market and the influence of economic indicators such as crude oil, gold, and the dollar in the stock market, and NASDAQ shares are also affected and have a volatile and chaotic nature \cite{firouzjaee2022lstm}.In this article, we have examined the effect of oil, dollar, gold, and the volatility of the stock market in the economic market, and then we have also examined the effect of these indicators on NASDAQ stocks. Then we started to analyze the impact of the feedback on the past prices of NASDAQ stocks and its impact on the current price. Using PCA and Linear Regression algorithm, we have designed an optimal dynamic learning experience for modeling these stocks. The results obtained from the quantitative analysis are consistent with the results of the qualitative analysis of economic studies, and the modeling done with the optimal dynamic experience of machine learning justifies the current price of NASDAQ shares.
翻译:全国证券交易商协会自动报价(NASDAQ)是一个以美国证券交易所为基础的美国证券交易所,是世界上最有价值的股票经济指数之一,位于纽约市。股票市场的波动性以及原油、黄金和股票市场中的美元以及NASDAQ股份等经济指标的影响也受到影响,并具有波动和混乱的性质。在本篇文章中,我们研究了石油、美元、黄金和经济市场股票市场波动的影响,然后我们又研究了这些指标对NASDAQ股票的影响。然后,我们开始分析对NASDAQ股票过去价格的反馈的影响及其对当前价格的影响。我们利用常设仲裁法院和线性回归算法设计了模拟这些股票的最佳动态学习经验。从定量分析中得出的结果与经济研究的质量分析结果以及用最佳动态经验模拟了NASDAQ股票的价格。