Analisis Regresi Kuantil B-Splines Monoton Naik pada Hubungan Rata-Rata Lama Sekolah dan Pengeluaran Rumah Tangga Per Kapita di Provinsi Yogyakarta
DOI:
https://doi.org/10.15642/mantik.2018.4.2.128-136Keywords:
Quantile Regression, B-Splines, Mean Years of Schooling, Per Capita Household ExpenditureAbstract
The multidimensional problem in various countries that is always become the government's attention is the problem of poverty, Indonesia is no exception. Poverty is often associated with the education sector due to the function of education as a driving force of the transformation of society to break the chain of poverty. The pattern of relations between poverty and the education sector can be seen from the relationship between the level of education (mean years of schooling) and poverty level (per capita household expenditure). DI Yogyakarta is still the province with the largest percentage of poverty on the Java island despite showing a downward trend since 2007. This study aims to look at the relationship between the level of education (mean years of schooling) and poverty level (per capita household expenditure) in DI Yogyakarta Province 2016. The model that is suitable for determining household characteristics is quantile regression with the Increased monotone B-Splines method that links the mean years of schooling and per capita household expenditure. Estimation results based on the quantile regression model with Increased monotone B-Splines method found that households with the lowest education level are said to be very poor households if monthly per capita expenditure is less than 322,205 rupiah and is said to be a poor household if monthly per capita expenditure is between 322,205 rupiah to 426,666 rupiah. Meanwhile, households with the highest level of education are said to be very poor households if monthly per capita expenditure is less than 3,410,965 rupiahs and is said to be a poor household if monthly per capita expenditure is between 3,410,965 rupiahs up to 4,676,718 rupiahs
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References
BPS. Data dan Informasi Kemiskinan Kabupaten Kota Tahun 2016. Jakarta: BPS (2016)
World Bank. Era Baru dalam Pengentasan Kemiskinan di Indonesia (Ikhtisar). The World Bank Office Jakarta: Jakarta (2005)
Andersson, Magnus & Engvall, Anders & Kokko, Ari. (2006). Determinants Of Poverty In Lao Pdr. The European Institute of Japanese Studies, EIJS Working Paper Series.
Suparno. Analisis Pertumbuhan Ekonomi dan Pengurangan Kemiskinan: Studi Pro Poor Growth Policy di Indonesia. Tesis. S2 IE-IPB. Bogor (2010)
Frankel, J.A. (1997) Regional Trading Blocs in the World Economic System. Institute for International Economics, Washington DC. (1997). http://dx.doi.org/10.7208/chicago/9780226260228.001.0001
Bureau of Labor Statistics. A Profile of The Working Poor 2011. Federal Publication. Washington, DC: Cornell University ILR School. (2013)
Wirawan, I. M. T, Arka, S. Analisis Pengaruh Pendidikan, PDRB per Kapita, dan Tingkat Pengangguran terhadap Jumlah Penduduk Miskin Provinsi Bali. E-Jurnal EP Unud, Vol. 4, No. 5, Mei (2015) (pp. 348 - 607)
Mankiw, N. G., Romer, D., Weil, D.N. A Contribution to the Empirics of Economic Growth. The Quarterly Journal of Economics, (1992) pp. 407-437. DOI: 10.3386/w3541
BPS. Rata-rata Lama Sekolah (MYS). https:// sirusa.bps.go.id/ index.php? r= indicator / view&id=11. Diakses pada 9 Oktober 2018.
He, X dan Ng, P. COBS: Quatitatively Constraint Smoothing via Linier Programming. Computational Statistics. (1999) 14:315-337
Hudoyo, L.P. Pemodelan Hubungan Antara Rata-rata Lama Sekolah dan Pengeluaran Rumah Tangga Menggunakan Constrained B-Splines (COBS) pada Regresi Kuantil. (2017). Tesis: Universitas Padjajaran
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