Okta Tri Wahyuningsih, 1117031043 (2015) PENDUGAAN KURVA REGRESI DENGAN METODE THEIL-SEN UNTUK DATA TIDAK NORMAL DAN TERDAPAT HETEROSKEDASITAS. Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Lampung.
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Abstract
ABSTRAK Penelitian ini bertujuan menduga kurva regresi dengan metode Theil-Sen untuk data tidak normal dan heteroskedasitas. Hasil dari data simulasi menggunakan sebaran loglogistik dan eksponensial dengan α = 2, β = 5, n = 10 dan α = 0, β = 5, n = 10 menunjukkan bahwa Theil-Sen memberikan galat yang lebih kecil dibandingkan MKT. Hasil yang sama juga terlihat pada data contoh kasus. Kata kunci: Regresi Nonparametrik, Metode Theil-Sen, Metode Kuadrat Terkecil. ABSTRACT This study aimed to estimate regression curve using Theil-Sen method for unnormal and heteroscedastic data. The result from simulated data using logistic and exponential distribution with α = 2, β = 5, n = 10 and α = 0, β = 5, n = 10 showed that Theil-Sen gave smaller MSE than LSE. The same result could be seen by using case data. Keywords: Nonparametric Regression, Theil-Sen method, Method of Least Squares.
| Item Type: | Other |
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| Subjects: | Q Science (General) > QA Mathematics |
| Divisions: | Fakultas MIPA > Prodi Matematika |
| Depositing User: | 7993502 . Digilib |
| Date Deposited: | 24 Jun 2015 07:49 |
| Last Modified: | 24 Jun 2015 07:49 |
| URI: | http://digilib.unila.ac.id/id/eprint/10423 |
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