Open AccessPERBANDINGAN ANALISIS DISKRIMINAN DAN REGRESI LOGISTIK UNTUK MENGKLASIFIKASIKAN KELAYAKAN VISITASI PELAMAR BIDIKMISI
Author(s) -
Nisa Hidayati,
I Komang Gde Sukarsa,
Desak Putu Eka Nilakusmawati
Publication year - 2020
Publication title -
e-jurnal matematika
Language(s) - English
Resource type - Journals
ISSN - 2303-1751
DOI - 10.24843/mtk.2020.v09.i01.p273
Subject(s) - linear discriminant analysis , logistic regression , statistics , homogeneity (statistics) , mathematics , discriminant function analysis , econometrics , humanities , philosophy
The purpose of this study is to compare discriminant analysis and logistic regression to classify the feasibility of the Bidikmisi applicant's visitation based on the classification accuracy. The results showed that the assumptions of homogeneity covariance matricies between the groups are unequal, The significant independent variable is the combined amount of parental income , parents income divided by the number of family dependents , and electricity bills , and then the results of the classification of validation data from the logistic regression analysis of 98,21% higher than the discriminant analysis of 94,64%.