Predictive modelling of stock index by means of data mining techniques

• Main Authors: Foong, Kar Seng, Han, Alex Wei, Yang, Kevin Zhi Rong
• Other Authors: Koh, Hian Chye
• Format: Final Year Project
• Published: 2008
• Subjects: DRNTU::Business::Finance::Equity
• Online Access: http://hdl.handle.net/10356/9659
• Institution: Nanyang Technological University

This study examines the value of technical, financial and macroeconomic variables in stock index prediction. In tandem, it also assesses the applicability of multiple regression and two data mining techniques: decision trees and artificial neural networks to develop prediction models for the purpose...