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Comparative Study of ARIMA & ANN Models

für 44.10€ kaufen ··· 9783846593554 ··· 1036192183 ···
Time series analyses particularly forecasting of financial data have been attracting some special attention due to its nonlinear nature and complex behavior. Since the classical statistical methods become inadequate in such cases, a new generation of methodologies has been using for the analysis of trends, patterns and forecasting. Artificial Neural Networks (ANN) has been approved successful in recent time to approximate such non-linearity. In pursuing the prediction of Dhaka Stock Exchange (DSE) General Index, the study has made an attempt to develop a traditional linear ARIMA model and a non-linear ANN model. Finally, the prediction performances are compared on the basis of accuracy in prediction and several performance indicators. The findings of the study suggest ANN model as the more efficient one for the DSE General Index prediction than the traditional ARIMA model.
Hersteller: LAP Lambert Academic Publishing
Marke: LAP Lambert Academic Publishing
EAN: 9783846593554
Kat: Hardcover/Ratgeber/Recht, Beruf, Finanzen/Geld, Bank, Börse
Lieferzeit: Sofort lieferbar
Versandkosten: Ab 20¤ Versandkostenfrei in Deutschland
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5: Ab 20¤ Versandkostenfrei in Deutschland
6: LAP Lambert Academic Publishing
7: Comparative Study of ARIMA & ANN Models
:::: Hardcover/Ratgeber/Recht, Beruf, Finanzen/Geld, Bank, Börse
···· Rheinberg-Buch.de - Bücher, eBooks, DVD & Blu-ray
···· aufgenommen: 30.07.2020 · 11:35:52
···· & überprüft: 13.11.2020 · 02:26:06
: Comparative : Models :

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