Stock Price Trend Prediction Using Multiple Linear Regression
Journal Title: International Journal of Engineering and Science Invention - Year 2018, Vol 7, Issue 10
Abstract
Stock markets are major institutions where trades are made daily having their worth in millions and billions on a daily basis. Some consider as a fast way to fill up their pockets whereas some have a traditional approach to invest in a company and reap long term benefits. A well done research about the company and its performance can help to gain better financial profits. Industry experts and major conglomerates invest heavily in research and development and with the technological developments, minimising the error probability and estimating the future performance has become achievable. Machine Learning algorithms have proved to fetch benevolent results in predicting stock prices. In this paper, we have studied and documented the performance of APPLE INC.’s stock price using Multiple Linear Regression and gauged its performance using Root Mean Squared Error. The results are promising but can be improved by taking into consideration more parameters.
Authors and Affiliations
Shruti Shakhla, Bhavya Shah, Niket Shah, Vyom Unadkat, Pratik Kanani
Keywords
Related Articles
- EP ID EP398567
- DOI -
- Views 96
- Downloads 0
IRS P6-LISS IV Satellite Image Analysis For Mapping Geomorphology And Hydrogeological Features Along The Musi River From Hyderabad To Valigonda, Telangana State, India.
The IRS P6-LISS IV satellite image provides a synoptic overview of the region from Hyderabad to Valigonda along the Musi River Telangana State, India. Which are parts of Eastern Dharwar craton (EDC) of Peninsular India....
Structural Stability And 2d Finite Element Analysis of Concrete Gravity Dam
Concrete Gravity Dams are important lifeline structures and represent the fragrance of people’s standard of living. Dam structures that span navigable waterways are inherently at a risk for seismic vibrations and as such...
Analysis of The Application of Mathematical Methods in the Cost By Absorption in the Customization of the Cost of Joint Products In A Moe Industry: A Management Contribution
The present case study has as objective to analyze the application of mathematical methods in the absorption costing in the calculation of the cost of joint products in a milling industry. It presents the attribution to...
“A Study on Impact of Organizational Practices on Employee Engagement” With Reference To Education Sector
Employee engagement is a collaborative work and not a one dimensional approach. Managers right leadership skills and other engagement programs need to be studied in detail by the organizations for a proper implementation...
Optimization of Process Parameters in Abrasive Jet Drilling Of Hastelloy Using Taguchi Method
Machining of nickel base Hastelloys is considered as moderate to difficult. During machining, these alloys work harden rapidly, generate high heat during cutting, weld to the cutting tool surface and offer high resistanc...