Comparison of ARIMA and Artificial Neural Networks Models for Stock Price Prediction

المؤلفون المشاركون

Adebiyi, Ayodele Ariyo
Ayo, Charles Korede
Adewumi, Aderemi Oluyinka

المصدر

Journal of Applied Mathematics

العدد

المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-7، 7ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2014-03-05

دولة النشر

مصر

عدد الصفحات

7

التخصصات الرئيسية

الرياضيات

الملخص EN

This paper examines the forecasting performance of ARIMA and artificial neural networks model with published stock data obtained from New York Stock Exchange.

The empirical results obtained reveal the superiority of neural networks model over ARIMA model.

The findings further resolve and clarify contradictory opinions reported in literature over the superiority of neural networks and ARIMA model and vice versa.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Adebiyi, Ayodele Ariyo& Adewumi, Aderemi Oluyinka& Ayo, Charles Korede. 2014. Comparison of ARIMA and Artificial Neural Networks Models for Stock Price Prediction. Journal of Applied Mathematics،Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-485227

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Adebiyi, Ayodele Ariyo…[et al.]. Comparison of ARIMA and Artificial Neural Networks Models for Stock Price Prediction. Journal of Applied Mathematics No. 2014 (2014), pp.1-7.
https://search.emarefa.net/detail/BIM-485227

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Adebiyi, Ayodele Ariyo& Adewumi, Aderemi Oluyinka& Ayo, Charles Korede. Comparison of ARIMA and Artificial Neural Networks Models for Stock Price Prediction. Journal of Applied Mathematics. 2014. Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-485227

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-485227