Comparison of Logistic Regression Model and MARS Using Multicollinearity Data Simulation

There are several statistical methods used to model the effect of predictor variables on categorical response variables, namely logistic regression and Multivariate Adaptive Regression Splines (MARS). However, neither MARS nor logistic regression allows multicollinearity on any predictor variables....

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Bibliographic Details
Main Authors: Ananto Wibowo, M. Rismawan Ridha
Format: Article
Language:English
Published: Universitas Muhammadiyah Mataram 2020-04-01
Series:JTAM (Jurnal Teori dan Aplikasi Matematika)
Subjects:
Online Access:http://journal.ummat.ac.id/index.php/jtam/article/view/1801