Aplikasi metode regresi logistik biner sebagai model keberhasilan belajar

Abstract

Success or fail in a study at university can be affected by some factors. Entry selection
process can be an initial stage in success prediction, up to graduation. Have the
entry selection examination detected this appropriately ? Or have other evaluation
mechanism within their study set early warning ? These are a focus question in this
article.
According to academic data of year 1998 through 2006, found that entry selection
examination give a prediction of success proportion of student finishing their
study. Meanwhile their second semester grade point academic gave a significant indication
of the success and failure. And also found that second semester grade point
academic had a significant contribution for their achievement in first stage evaluation
result at fourth semester.

Keywords: logistic regression, correlation analysis