Survey of Stock Price Volatility and Forecasting using
Neural Network Technique
Volume: 13 - Issue: 05 - Date: 01-05-2024
Approved ISSN: 2278-1412
Published Id: IJAECESTU384 | Page No.: 116-120
Author: Nikita Sharma
Co- Author: Swati Khanve,Dr .Sneha Soni
Abstract:-In
finance, a technique for analyzing securities is known as technical analysis.
It looks at previous market facts, primarily cost and amount, to forecast price
fluctuations. This strategy makes use of charts as well as a number of
procedures for identifying samples that direct further action. Technical
analysts use this phenomenon to predict future market outcomes based on
previous share and market behavior. However, since technical analysis is
subjective, it is possible for our own prejudices to show up in the analysis.
Statistical approaches are applied, such as the exponential moving average. By
examining the fundamental aspects that take into account a country's wealth,
trade, and organizations, fundamental analysis is used to determine the
essential value of securities. Fundamental analysts strive to gain a great deal
of knowledge in order to appraise securities, which include macro financial
factors (similar to the overall financial system and industry situations) and
company-specific aspects (similar to financial state and organization). The
early stage of the share market was very familiar for average investor. Now the
markets are wide enough to invest. There are different markets like bond
market, forex market, derivative market and other specialty markets. Analysis
of the stock price we take the price. By using the artificial neural network,
we develop a model within the neural network, we use a recurrent neural network
that remembers each and each information through time.
Key Words:-Neural Network, Stock Market, Price Volatility
Area:-Science & Technology
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