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Browsing Department of Mathematics by Subject "Forecasting"

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A comparative study of the forecasting bility of Backpropagation Artificial Neural Network Models with Learning Rate Adaptation for Colombo Stock Market

Nandani, E.J.K.P.; Wedagedara, J.R. (Faculty of Science, University of Ruhuna, Sri Lanka, 2011-01)

A stock market is one of the fundamental types of financial markets. The stock market can also be thought of as a highly complex and adaptive system. Financial indices defined on stock prices are used as indicators of the ...
Comparison of ARIMA and Neural Network Models for S&P SL(20) Index

Nandani, E.J.K.P.; Mahinda, M.K.; Wedagedara, J.R. (Faculty of Science, University of Ruhuna, Sri Lanka, 2015-01-23)

In the current financial world, prediction of stock prices has become a vital task. Predicting the future is important for the organizations to plan or adopt the necessary policies. Forecasting can assist them to make a ...
Effect of External Factor on Share Price Forecasting

E.J.K.P. Nandani (IJCSNS.org, 2015-08-01)

Generally, stock markets represent the economic status of a country. Different stock markets have different characteristics based on the economics of the countries they represent [1]. Stock markets are complex, ...
On forecasting ability of the artificial neural network model in time series data: Based on gold price in Sri Lanka.

Gunarathna, I.G.I.S.C.; Nandani, E.J.K.P. (Faculty of Scince, University of Ruhuna, Sri Lanka, 2020-01-22)

Forecasting is the prediction of values of a variable based on known past values of that variable or other related variables. Forecasts also may be based on expert judgments which in turn are based on historical data ...

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