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

Authors

  • Hasih Pratiwi Statistics Department Universitas Sebelas Maret
  • Ardina Nilam Prawastyorini Universitas Sebelas Maret (UNS)
  • Sugiyanto Sugiyanto

DOI:

https://doi.org/10.20956/jmsk.v16i1.6713

Keywords:

tingkat pengangguran terbuka, data panel, model fixed effect, uji Chow, uji Hausman

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.

References

Tingkat Pengangguran Terbuka (TPT) Menurut Provinsi, 1986-2018. https://www.bps.go.id/statictable/2014/09/15/981/tingkat-pengangguran-terbuka-tpt-menu-rut-provinsi-1986---2018.html.

Baltagi, B.H. 2008. Econometrics Analysis of Panel Data, Fourth Edition. Chicester England: John Wiley and Sons Ltd.

Greene, W. H. 2000. Econometric Analysis, Fourth Edition. New Jersey: Prentice Hall International.

Gujarati, D. N. 2004. Basic Econometrics, Fourth Edition. New York: The McGraw-Hill Companies.

Gujarati, D.N. and Porter, D.C. 2009. Basic Econometrics, Fifth Edition. New York: The McGraw-Hill Companies.

Hsiao, C., and Pesaran, M. H. 2004. Random Coefficient Panel Data Models. IZA Discussion Paper, No. 1236.

Nachrowi, D. N. dan Usman, H. 2006. Pendekatan Populer dan Praktis Ekonometrika untuk Analisis Ekonomi dan Keuangan. Jakarta: Lembaga Penerbit FE UI.

Nwakuya, M. T. and Ijomah, M.A. 2017. Fixed Effect Versus Random Effects Modeling In a Panel Data Analysis: a Consideration of Economic and Political Indicators in Six African Countries. International Journal of Statistics and Applications, 275-297.

Sukirno, S. 2005. Pengantar Teori Ekonomi Makro. Jakarta: PT. Raja Grafindo Persada.

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Published

2019-06-27

Issue

Vol. 16 No. 1 (2019): JMSK, July, 2019

Section

Research Articles

License

Creative Commons License
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