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Estimasi Parameter Model Regresi Data Panel Efek Tetap dengan Metode First Difference

ESTIMASI: Journal of Statistics and Its Application · Vol. 3 No. 2 (2022)

DOI
10.20956/ejsa.vi.11278
ISSN
2721-379X, 2721-3803
Published
2022-07-02
Publisher
Hasanuddin University
Language
en

Abstract

This study aims to estimate the regression parameters fixed effects panel data model using the first difference method on the influence of Life Expectancy, Average Length of School, and Per capita Expenditure on the Human Development Index of South Sulawesi in 2012 - 2018. The first difference method is used to obtain intercept differences in each district/city explaining the effect of regional differences. The first difference process results in autocorrelation of data so after the first difference is done the generalized least square method is used to estimate the parameters. The results show Life Expectancy, Average Length of School, and Per capita Expenditure has a significant influence on the Human Development Index of South Sulawesi in 2012 - 2018 simultaneously or partially.

Keywords

Collaboration network of the authors

26 authors · 57 co-authorship links

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  • Sultan Ageng Tirtayasa University
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
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Co-authorOrganisationJoint articles
Erna Tri HerdianiAffiliation unknown4
Nasrah SirajangAffiliation unknown2
Mega Selvia TjahayaAffiliation unknown2
Anisa KalondengAffiliation unknown2
Iis Cendrah KasihAffiliation unknown1
Ika FitrianaAffiliation unknown1
Andi Kresna JayaAffiliation unknown1
Andi Isna YunitaAffiliation unknown1
Nur Alfianingsih RajaAffiliation unknown1
Aqilah Salsabila RahmanAffiliation unknown1
Nurhidaya LAffiliation unknown1
SuritmanAffiliation unknown1
Sitti SahrimanAffiliation unknown1
Hendriete Tiur Marowi WaibusiAffiliation unknown1
Anisa AnisaSultan Ageng Tirtayasa University1
Victor LimanAffiliation unknown1
Sonya SonyaAffiliation unknown1
Surya Cahyadi SyamAffiliation unknown1
Muh. HadriantoAffiliation unknown1
Rita Ruth Chendra ChendraAffiliation unknown1
Abdul Fathin FawwazAffiliation unknown1
Andini Riantika Putri Amirullah AmirullahAffiliation unknown1
Hadi Siswadi Hamran HamzahAffiliation unknown1

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/ESTIMASI/oai, first harvested 2 Nov 2026, last seen 2 Nov 2026.
Original metadata (oai_dc) 
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	<dc:title xml:lang="en">Estimasi Parameter Model Regresi Data Panel Efek Tetap dengan Metode First Difference</dc:title>
	<dc:creator xml:lang="en">Magfirah, Asti Inayati</dc:creator>
	<dc:creator xml:lang="en">Raupong</dc:creator>
	<dc:creator xml:lang="en">Tinungki, Georgina Maria</dc:creator>
	<dc:subject xml:lang="en">First Difference Method</dc:subject>
	<dc:subject xml:lang="en">Fixed Effect Model</dc:subject>
	<dc:subject xml:lang="en">Generalized Least Square</dc:subject>
	<dc:subject xml:lang="en">Human Development Index</dc:subject>
	<dc:subject xml:lang="en">Panel Data Regression</dc:subject>
	<dc:description xml:lang="en">This study aims to estimate the regression parameters fixed effects panel data model using the first difference method on the influence of Life Expectancy, Average Length of School, and Per capita Expenditure on the Human Development Index of South Sulawesi in 2012 - 2018. The first difference method is used to obtain intercept differences in each district/city explaining the effect of regional differences. The first difference process results in autocorrelation of data so after the first difference is done the generalized least square method is used to estimate the parameters. The results show Life Expectancy, Average Length of School, and Per capita Expenditure has a significant influence on the Human Development Index of South Sulawesi in 2012 - 2018 simultaneously or partially.</dc:description>
	<dc:publisher xml:lang="en">Hasanuddin University</dc:publisher>
	<dc:date>2022-07-02</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/ESTIMASI/article/view/11278</dc:identifier>
	<dc:identifier>10.20956/ejsa.vi.11278</dc:identifier>
	<dc:source xml:lang="en">ESTIMASI: Journal of Statistics and Its Application; Vol. 3, No. 2, Juli, 2022 : Estimasi</dc:source>
	<dc:source>2721-379X</dc:source>
	<dc:source>2721-3803</dc:source>
	<dc:language>en</dc:language>
	<dc:relation>https://journal.unhas.ac.id/index.php/ESTIMASI/article/view/11278/8372</dc:relation>
</oai_dc:dc>