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Analisis Data Panel pada Tingkat Pengangguran Terbuka Kabupaten/Kota di Pulau Jawa

Jurnal Matematika, Statistika dan Komputasi · Vol. 16 No. 1 (2019) · pp. 51–57

DOI
10.20956/jmsk.v16i1.6713
ISSN
2614-8811, 1858-1382
Published
2019-06-27
Publisher
Department of Mathematics, Hasanuddin University
Language
en

Abstract

Unemployment rate is the percentage of the number of unemployed to the total labor force, it has become some problems in economic development. The aim of this study is to choose the best model between common, fixed, and random effects in modeling open unemployment rate of regency/city in Java. It based on open unemployment rate with several influence factors in Java Island 2010-2016 which are panel data types. The best model choosen based on the results of the Chow test and Hausman test. The fixed effect model was obtained as the best model with a value of 79,26 percent.

Keywords

Collaboration network of the authors

21 authors · 52 co-authorship links · 8 across different organisations

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Sebelas Maret University
  • Institut Teknologi Adhi Tama Surabaya
  • University of Brawijaya
  • Universitas Airlangga
  • Institut Teknologi Sepuluh Nopember
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Respatiwulan RespatiwulanSebelas Maret University2
Tutuk Dwi IndriyaniInstitut Teknologi Adhi Tama Surabaya1
Muhammad Heru FirmansyahInstitut Teknologi Adhi Tama Surabaya1
Widhy Hayuhardhika Nugraha PutraUniversity of Brawijaya1
Agus Zainal ArifinInstitut Teknologi Sepuluh Nopember1
Nanang Fakhrur RoziInstitut Teknologi Adhi Tama Surabaya1
Tesa Eranti PutriUniversitas Airlangga1
Sri Sulistijowati HandajaniSebelas Maret University1
Niswatul Qona’ahSebelas Maret University1
Monica RamadhaniaSebelas Maret University1
Niken EvitasiSebelas Maret University1
Nindya Eka ApsariSebelas Maret University1
Etik ZukhronahSebelas Maret University1
Fauzi Nafi'udinSebelas Maret University1
Yuliana SusantiSebelas Maret University1
Sri Sulistijowati HandajaniSebelas Maret University1
Muhammad Bayu NirwanaSebelas Maret University1
Lintang Pramesti NareswariSebelas Maret University1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://journal.unhas.ac.id/index.php/jmsk/oai, first harvested 5 Nov 2026, last seen 8 Nov 2026.
Original metadata (oai_dc) 
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	<dc:title xml:lang="en">Analisis Data Panel pada Tingkat Pengangguran Terbuka Kabupaten/Kota di Pulau Jawa</dc:title>
	<dc:creator xml:lang="en">Pratiwi, Hasih</dc:creator>
	<dc:creator xml:lang="en">Prawastyorini, Ardina Nilam</dc:creator>
	<dc:creator xml:lang="en">Sugiyanto, Sugiyanto</dc:creator>
	<dc:subject xml:lang="en">tingkat pengangguran terbuka</dc:subject>
	<dc:subject xml:lang="en">data panel</dc:subject>
	<dc:subject xml:lang="en">model fixed effect</dc:subject>
	<dc:subject xml:lang="en">uji Chow</dc:subject>
	<dc:subject xml:lang="en">uji Hausman</dc:subject>
	<dc:description xml:lang="en">Unemployment rate is the percentage of the number of unemployed to the total labor force, it has become some problems in economic development. The aim of this study is to choose the best model between common, fixed, and random effects in modeling open unemployment rate of regency/city in Java. It based on open unemployment rate with several influence factors in Java Island 2010-2016 which are panel data types. The best model choosen based on the results of the Chow test and Hausman test. The fixed effect model was obtained as the best model with a value of  79,26 percent.</dc:description>
	<dc:publisher xml:lang="en">Department of Mathematics, Hasanuddin University</dc:publisher>
	<dc:date>2019-06-27</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://journal.unhas.ac.id/index.php/jmsk/article/view/6713</dc:identifier>
	<dc:identifier>10.20956/jmsk.v16i1.6713</dc:identifier>
	<dc:source xml:lang="en">Jurnal Matematika, Statistika dan Komputasi; Vol. 16 No. 1 (2019): JMSK, July, 2019; 51-57</dc:source>
	<dc:source>2614-8811</dc:source>
	<dc:source>1858-1382</dc:source>
	<dc:language>en</dc:language>
	<dc:relation>https://journal.unhas.ac.id/index.php/jmsk/article/view/6713/3705</dc:relation>
	<dc:relation>10.20956/j.v16i1.6713.g3705</dc:relation>
	<dc:rights xml:lang="en">Copyright (c) 2019 Jurnal Matematika, Statistika dan Komputasi</dc:rights>
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