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REGRESI NONPARAMETRIK MENGGUNAKAN METODE ROBUST DAN CROSS-VALIDATION (STUDI KASUS MAHASISWA STIA MUHAMMADIYAH SELONG)

Unisda Journal of Mathematics and Computer Science (UJMC)

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ISSN 2579-907X
2460-3333
 
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Title Statement REGRESI NONPARAMETRIK MENGGUNAKAN METODE ROBUST DAN CROSS-VALIDATION (STUDI KASUS MAHASISWA STIA MUHAMMADIYAH SELONG)
 
Added Entry - Uncontrolled Name Yuniarti, Ratna
Hartati, Widya
STIA Muhammadiyah Selong
STIA Muhammadiyah Selong
 
Summary, etc. This paper is about comparison of estimation regression function between nonparametric regression kernel using Nadaraya Watson estimator with simple linear regression. In addition, a long-time case study was given in obtaining the first job. The data used are fresh graduate student, of Public Administration departement in STIA Muhammadiyah Selong graduate 2016. In this case we will see the relation between Cumulative Achievement Index (X) with long waiting time to get the job (Y). The software statistics with the help of software applications R. For the selection of the best model is by Cross-Validation. In this paper, given the theory and prove about crossvalidation method are described. And then, this paper describes the Robust method if there is outlier.
 
Publication, Distribution, Etc. Mathematics Department of Mathematics and Natural Sciences Unisda Lamongan
 
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http://e-jurnal.unisda.ac.id/index.php/ujmc/article/view/462
 
Data Source Entry Unisda Journal of Mathematics and Computer Science (UJMC); Vol 3 No 2 (2017): Unisda Journal of Mathematics and Computer Science
 
Language Note eng
 
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