ANALISIS FAKTOR–FAKTOR YANG MEMPENGARUHI PRESTASI AKADEMIK MAHASISWA DENGAN MENGGUNAKAN METODE ANALISIS DISKRIMINAN
Keywords:
Analisis Diskriminan, Prestasi Akademik Mahasiswa, Perbanas InstituteAbstract
Tujuan dari penelitian empiris ini dilakukan untuk mengetahui faktor-faktor yang mempengaruhi prestasi akademik mahasiswa di Fakultas Teknologi Informasi - Perbanas Institute Jakarta, sebagai studi kasus dalam penelitian ini. Metode Analisis diskriminan sebagai metode analisis statistik utama yang digunakan dalam penelitian ini. Hasil analisis dalam penelitian ini, membentuk fungsi diskriminan : Y = - 4.209 + 0.283x1 + 2.147x3. Hasil validasi > 50% menunjukkan bahwa fungsi diskriminan yang terbentuk jika tidak tepat untuk mengklasifikasikan Prestasi Akademik Mahasiswa. Mahasiswa Prestasi Akademik pada siswa studi kasus Fakultas Teknologi Informasi Perbanas Institute, menggunakan analisis diskriminan dipengaruhi oleh faktor lama belajar dan faktor lingkungan keluarga mahasiswa.
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Aromolaran, A. D., Oyeyinka, I. K., Olukotun, Okon., and Benjamin E. 2013. Binary Logistic Regression of Students Academic Performance in Tertiary Institution in Nigeria by Socio-Demographic and Economic Factors, International Journal of Engineering Science and Innovative Technology (IJESIT), Volume 2, Issue 4, July 2013
.Divjak, Blaženka and Oreški, Dijana. 2011. Prediction of Academic Performance Using Discriminant Analysis, Proceedings of the ITI 2009 31stInt. Conf. on Information Technology Interfaces,June 22-25, 2009, Cavtat, Croatia.
Haloho, O., Sembiring, P., dan Manurung,A. 2013. Penerapan Analisis Regresi Logistik Pada Pemakaian Alat Kontrasepsi Wanita, Saintia Matematika, Vol.1 No.1 (2013) pp. 51-61
Santoso, Singgih. 2014. Statistik Multivariat, Edsi Revisi, PT. Elex Media Komputindo, Jakarta ( 2014) pp. 167 – 216.
Yousef, Darwish Abdulrahman. 2011. Academic Performance of Business Students in Quantitative Courses: A Study in the Faculty of Business and Economics at the UAE University, Decision Sciences Journal of Innovative Education, Volume 9 Number 2, May 2011.
Mudasir, H.H, Ridzwan Shah, N, and Hamid, A.S. 2007. A Comparison between Multiple Discriminant and Logistic Regression on the Performance of the Shariah Compliance Companies in Industrial Sector, Pacific Basin Finance Conference-Malaysia.
Uyar, Ali. dan Ali Haydar Gungormus. 2011. Factors Associated with Student Performance in Financial Accounting Course.European Journal of Economic and Political Studies, Volume IV(2); 139-154
Uwaifo, V.O. 2008. The Effects of Family Structure and Parenthood on the Academic Performance of Nigerian University Students., Stud Home Comm Sci. Volume 2(2); pp. 121-124
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