Jurnal Matematika
Vol 6 No 1 (2016)

Analisis Regresi Multilevel dalam Menentukan Variabel Determinan Nilai Ujian Akhir Nasional Siswa

Ni Luh Putu Ayu Fitriani (Jurusan Matematika, Fakultas MIPA – Universitas Udayana)
I Putu Eka N. Kencana (Jurusan Matematika, Fakultas MIPA – Universitas Udayana)
I Wayan Sumarjaya (Jurusan Matematika, Fakultas MIPA – Universitas Udayana)



Article Info

Publish Date
30 Jun 2016

Abstract

Hierarchical data are data where objects are clustered in their groups and for each of groups the variable(s) are set at different levels. It is common to analyze hierarchical data without examining individual’s data membership which affects the accuracy of analysis’ results.  Multilevel regression analysis is a method that can be chosen to overcomes issues regarding hierarchical data. This essay is aimed to apply multilevel regression analysis to evaluate score of national examination data from elementary school students at District of South Kuta, Bali.  These data were structured so that students are position as first level and are nested within their classes as the second level.  Furthermore, each of classes is nested within its respective elementary school as third level data. The application of three-level regression for these data set showed student’s score for national final test was significantly affected by teacher educational level of respective class.

Copyrights © 2016






Journal Info

Abbrev

jmat

Publisher

Subject

Mathematics

Description

Jurnal Matematika (p-ISSN: 1693-1394 |e-ISSN: 2655-0016| DOI: 10.24843/JMAT ) is an open access journal which publishes the scientific works for researchers. The articles of this journal are published every six months, that is on June and ...