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ITS » Paper and Presentation » Statistika - D3
Posted by aprill@is.its.ac.id at 18/01/2013 09:06:00  •  174 Views


PENDEKATAN REGRESI RIDGE UNTUK MEMODELKAN FAKTOR-FAKTOR YANG MEMPENGARUHI TINGKAT PENGANGGURAN TERBUKA DI PROVINSI JAWA TIMUR DAN JAWA TENGAH

RIDGE REGRESSION APPROACH FOR MODELLING FACTORS THAT AFFECTING THE OPEN UNEMPLOYMENT IN EAST JAVA AND CENTRAL JAVA PROVINCE

Created by :
ARIANE, SHINTYA ( 1309030045 )



Subjectanalisis regresi
Alt. Subject Regression analysis
KeywordTPT
multikolinearitas
regresi ridge

Description:

Pengangguran merupakan salah satu masalah terbesar yang dialami Indonesia. Provinsi Jawa Timur merupakan provinsi dengan jumlah penduduk terbanyak kedua di Indonesia yaitu 37,476 juta jiwa sedangkan Provinsi Jawa Tengah yang secara geofrafis berbatasan langsung dengan Provinsi Jawa Timur jumlah penduduknya sebesar 32,38 juta jiwa. Indikator utama ketenagakerjaan yang sering digunakan sebagai indikasi keberhasilan dalam menangani masalah pengangguran adalah Tingkat Pengangguran Terbuka (TPT). Salah satu upaya yang dapat dilakukan untuk mengurangi pengangguran adalah dengan melakukan penanganan terhadap faktor-faktor yang mempengaruhi TPT.Untuk mengetahui faktor-faktor yang berpengaruh digunakan analisis regresi ridge karena antar tiga faktor yang diduga mempengaruhi TPT secara logika saling berhubungan satu sama lain. Data yang digunakan dalam penelitian ini adalah data sekunder yang yang diperoleh dari BPS yaitu data Susenas dan Survei Angkatan Kerja Nasional Sakernas tahun 2010 sebanyak 38 data untuk Provinsi Jawa Timur dan 35 data untuk Provinsi Jawa Tengah. Variabel yang digunakan sebanyak 8 variabel prediktor. Hasil analisis menunjukkan TPT di Provinsi Jawa Tengah lebih tinggi daripada di Provinsi Jawa Timur. Faktor-faktor yang mempengaruhi TPT di Jawa Timur adalah persentase pertumbuhan penduduk, tingkat partisipasi angkatan kerja dan rata-rata lama sekolah. Faktor-faktor yang mempengaruhi TPT di Provinsi Jawa Tengah adalah persentase penduduk yang tinggal di daerah perkotaan.


Alt. Description

Unemployment is one of the biggest problems experienced by Indonesia. East Java Province is a province with the second largest population in Indonesia is 37.476 million while the Province of Central Java which geofraphically direct adjacent to the East Java provincial population of 32.38 million people. The main indicator of labor that is often used as an indication of success in addressing the problem of unemployment is the Unemployment Rate (TPT). One effort that can be done to reduce unemployment is to do the handling of the factors that influence TPT. To investigate the factors that affect use ridge regression because of three factors thought to affect TPT is logically related to each other. The data used in this study is secondary data obtained from the BPS Susenas and Sakernas in 2010 as many as 38 data for East Java Province and 35 data for the province of Central Java. Variables used as predictor 8 variables. The analysis showed TPT in Central Java province is higher than in East Java province. Factors that affect the TPT in East Java is the percentage of population growth, labor force participation rates and average length of the school. Factors that affect the TPT in the province of Central Java is the percentage of population living in urban areas.

Contributor:
  1. Dr. Ir. SETIAWAN, MS.
Date Create:18/01/2013
Type:Text
Format:pdf
Language:Indonesian
Identifier:ITS-paper-13021130001770
Collection ID:13021130001770
Call Number:RSSt 519.536 Ari p


Source :
Paper and Presentation, Statistic, RSSt 519.536 Ari p, 2013

Coverage :
ITS Community

Rights :
Copyright @2012 by ITS Library. This publication is protected by copyright and per obtained from the ITS Library prior to any prohibited reproduction, storage in a re transmission in any form or by any means, electronic, mechanical, photocopying, reco For information regarding permission(s), write to ITS Library


Publication URL :
http://digilib.its.ac.id/pendekatan-regresi-ridge-untuk-memodelkan-faktorfaktor-yang-mempengaruhi-tingkat-pengangguran-terbuka-di-provinsi-jawa-timur-dan-jawa-tengah-23444.html




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TPT , multikolinearitas , regresi , regresi ridge , ridge



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