Stock Market Prediction Using the ARIMA ModelNarendra PahujaAbhishek OturkarKailash SharmaDimple BohraJatin Shrivastava
内容提示: Stock Price Prediction Using the ARIMA Model 1 Ayodele A. Adebiyi., 2 Aderemi O. Adewumi 1,2 School of Mathematic, Statistics & Computer Science University of KwaZulu-Natal Durban, South Africa email: {adebiyi, adewumia}@ukzn.ac.za 3 Charles K. Ayo 3 Department of Computer & ...
price prediction. The results obtained from real-life data demonstrated the potential strength of ARIMA models to provide investors Keywords- ARIMA model, Stock Price prediction, Stock short-term prediction that could aid investment decision market, Short-term prediction. making process. The rest of ...
Stock price prediction using ARIMA versus XGBoost models: The case of the largest telecommunication company in the Middle East. Int. J. Inf. Technol. 2023, 15, 1813–1818. [Google Scholar] [CrossRef] Sharma, R.; Sharma, R.; Hariharan, S. Stock price prediction using ARIMA: A study on...
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(2014) Stock price prediction using the arima model. In: 2014 UKSim-AMSS 16th international conference on computer modelling and simulation, IEEE, pp 106–112 Atsalakis, G. S., & Valavanis, K. P. (2009). Surveying stock market forecasting techniques-part ii: Soft computing methods. ...
"from statsmodels.tsa.arima_model import ARIMA\n","from sklearn.metrics import mean_squared_error"]},{"cell_type":"code","source":["# Get the stock data using yahoo API:\n","# get 2009-2019 data to train our model\n","train_data = web.DataReader('BBCA.JK', 'yahoo', ...
The model then has a 3rd layer of one Dense node that will output the prediction. The 50 input nodes means that the RNN will take in frames of 50 values from the time series, then the next input will be the same frame but shifted left, with a most recent price value inserted at ...
Ariyo AA, Adewumi AO, Ayo CK (2014) Stock price prediction using the arima model. In: 2014 UKSim-AMSS 16th International Conference on Computer Modelling and Simulation, pp. 106–112 Du Y (2018) Application and analysis of forecasting stock price index based on combination of arima model and...
https://doi.org/10.1016/S0378-4266(01)00160-1 Devi BU, Sundar D, Alli P (2013) An effective time series analysis for stock trend prediction using ARIMA model for Nifty Midcap-50. Int J Data Min Knowl Manag Process 3(1):65–78. https://doi. org...