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PENAKSIRAN FUNGSI DENSITAS TIPE KERNEL DENGAN METODE CROSS-VALIDATION (C-V)

BAREKENG: Jurnal Ilmu Matematika dan Terapan · Vol. 1 No. 1 (2007) · hlm. 27–31

DOI
10.30598/barekengvol1iss1pp27-31
ISSN
2615-3017, 1978-7227
Terbit
2007-03-01
Penerbit
PATTIMURA UNIVERSITY
Bahasa
eng

Abstrak

The choice of the bandwidth h is the main problem of kernel density function. In some situations it might be quite useful to have a set of retes corresponding to different bandwidth.It is necessary to agree which bandwidth is an appropriate one. Cross-Validation (C-V) is a well-known method to optimize the smoothing parameter h. In this research, we will analysis about three methods of Cross-Validation: Maximum Likelihood Cross-Validation, Least-Square Cross-Validation (Unbiased Cross-Validation) and Biased Cross-Validation with bandwidth choice optimal.

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34 penulis · 86 tautan kepenulisan bersama · 1 lintas organisasi

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  • Universitas Pattimura
  • IPB University
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Rekan penulisOrganisasiArtikel bersama
Yopi Andry LesnussaUniversitas Pattimura6
Venn Yan Ishak IlwaruUniversitas Pattimura3
Henry Junus WattimanelaUniversitas Pattimura2
Marlon Stivo Noya Van DelsenUniversitas Pattimura2
Henry W. M. PattyUniversitas Pattimura2
Lexy Janzen SinayUniversitas Pattimura2
Berny Pebo TomasouwUniversitas Pattimura2
Stenly J. NanuruUniversitas Pattimura1
Jefri TipkaUniversitas Pattimura1
Lidia SalakaUniversitas Pattimura1
Trifena L. WasilaineUniversitas Pattimura1
F. S. TututparyUniversitas Pattimura1
Melky M. RomseryUniversitas Pattimura1
Sitri YuniUniversitas Pattimura1
Harmanus BatkundeUniversitas Pattimura1
Mitra TomasoaUniversitas Pattimura1
Geornando G. PattyUniversitas Pattimura1
Ferry Kondo LembangUniversitas Pattimura1
Angelia C. LeunupunUniversitas Pattimura1
Dorteus L. RahakbauwUniversitas Pattimura1
Serly SurlialyUniversitas Pattimura1
Abraham Z. WattimenaUniversitas Pattimura1
Vanbasten TemartenanUniversitas Pattimura1
Zeth Arthur LeleuryUniversitas Pattimura1
A. W. TalutaUniversitas Pattimura1
B. TuasikalUniversitas Pattimura1
Salmon Notje AuleleUniversitas Pattimura1
H. AbrahamsUniversitas Pattimura1
Jemsr S. BatlajeryUniversitas Pattimura1
Salmon Noce AuleleAfiliasi tidak diketahui1
Helda Yunita TaihuttuIPB University1
Syella Z LimbaUniversitas Pattimura1
F. A. N. J. ApituleyUniversitas Pattimura1

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Sumber metadata: OAI-PMH (metadata jurnal) https://ojs3.unpatti.ac.id/index.php/barekeng/oai, pertama di-harvest 5 Nov 2026, terakhir terlihat 8 Nov 2026.
Metadata asli (oai_dc) 
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	<dc:title xml:lang="en-US">PENAKSIRAN FUNGSI DENSITAS TIPE KERNEL DENGAN METODE CROSS-VALIDATION (C-V)</dc:title>
	<dc:creator>Talakua, Mozart W.</dc:creator>
	<dc:description xml:lang="en-US">The choice of the bandwidth h is the main problem of kernel density function. In some situations it might be quite useful to have a set of retes corresponding to different bandwidth.It is necessary to agree which bandwidth is an appropriate one. Cross-Validation (C-V) is a well-known method to optimize the smoothing parameter h. In this research, we will analysis about three methods of Cross-Validation: Maximum Likelihood Cross-Validation, Least-Square Cross-Validation (Unbiased Cross-Validation) and Biased Cross-Validation with bandwidth choice optimal.</dc:description>
	<dc:publisher xml:lang="en-US">PATTIMURA UNIVERSITY</dc:publisher>
	<dc:date>2007-03-01</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/219</dc:identifier>
	<dc:identifier>10.30598/barekengvol1iss1pp27-31</dc:identifier>
	<dc:source xml:lang="en-US">BAREKENG: Jurnal Ilmu Matematika dan Terapan; Vol 1 No 1 (2007): BAREKENG : Jurnal Ilmu Matematika dan Terapan; 27-31</dc:source>
	<dc:source>2615-3017</dc:source>
	<dc:source>1978-7227</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/219/187</dc:relation>
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