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SENSEX INDEX PREDICTION USING ARIMA TECHNIQUE

SHREENIDHI GANAPATI HEGDE

Abstract


This research paper employs Auto Regressive Integrated Moving Averages (ARIMA) method to forecast the stock market prices. Forecasting of stock market accurately is very important to minimize the stakeholder’s risk and maximize the profit of the investors. The ARIMA model is very suitable in forecasting the time series data. To forecast accurately it is very important to use a proper measure to forecast. In this study ARIMA is used to know how accurately it can predict the future stock prices and how it can be implied to know the future trend in the stock market.


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References


Aishwariya Subakkar, S. G. (2023). Proceedings of the international Conference on Cognitive and inteligennt Computing. Cognitive Science and Technology, (pp. 83-89).

Ananda Chatterjee, H. B. (2016). Stock Price Prediction Using Time Series, Econometric, Machine Learning, and Deep Learning Models.

Ayodele Ariyo Adebiyi, A. A. (2014). Stock Price prediction using ARIMA model. Cambridge University, United Kingdom: UKSim- AMSS 16th International Conference on Computer Modelling and Simulation.

Bandyopadhayay, B. G. (2016). Gold price forecasting using ARIMA model. Journal of Advanced Management Science.

Banerjee, D. (2014). Forecasting of Indian stock market using time series ARIMA model.

Bhalla, K. S. (2022). Stock Market Prediction Techniques: A Review Paper.

Bharat Kumar Meher, I. T. (2021). Forecasting Stock Market Prices Using Mixed ARIMA Model: A case study of Indian Pharmaceutical Companies. Investment management and financial innovation.

Dr. Subha Rao Polamuri, K. S. (2020). A Survey on Stock Market Prediction Using Machine Learning Techniques. Proceedings of the 1st International conference on data science.

Guiao, J. E. (2019). Forecasting Philippine stock market prices Using ARIMA-Graph models. DLSU Research Congress 2019.

Jain, A. (2023). Exploring the rise of stock market awareness in India a post pandemic perspective. Juni Khyat Journal.


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