On multicollinearity and artificial neural networks

• Main Authors: Carpio, Kristine Joy E., Hermosilla, Augusto Y.
• Format: text
• Published: Animo Repository 2006
• Subjects: Multicollinearity; Neural networks (Computer science); Regression analysis; Artificial Intelligence and Robotics; Statistics and Probability
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/13445
• Institution: De La Salle University

One of the many problems encountered in coming up with a multiple linear regression model with estimates of continuous parameters is the presence of severe multicollinearity in the data set. In this paper, the focus is on the mathematics of multicollinearity - what it is, what it does to the model,...