On multicollinearity and artificial neural networks

• Main Authors: Carpio, Kristine Joy E., Hermosilla, Augusto Y.
• 格式: text
• 出版: Animo Repository 2006
• 主題: Multicollinearity; Neural networks (Computer science); Regression analysis; Artificial Intelligence and Robotics; Statistics and Probability
• 在線閱讀: https://animorepository.dlsu.edu.ph/faculty_research/13445

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,...