eprintid: 51929
rev_number: 13
eprint_status: archive
userid: 12460
dir: disk0/00/05/19/29
datestamp: 2022-07-13 04:36:15
lastmod: 2022-07-13 04:36:15
status_changed: 2022-07-13 04:36:15
type: thesis
metadata_visibility: show
contact_email: muh.khabib@uin-suka.ac.id
creators_name: Risma Nur Sukmawati, NIM.: 15610026
title: MODEL REGRESI NONPARAMETRIK B-SPLINE (STUDI KASUS: PERSENTASE KEMISKINAN DAN FAKTOR-FAKTOR YANG MEMPENGARUHI PERSENTASE PENDUDUK MISKIN PROVINSI JAWA BARAT TAHUN 2017)
ispublished: pub
subjects: Matematika
divisions: jur_mat
full_text_status: restricted
keywords: Regresi Nonparametrik, Persentase Kemiskinan, Regresi B-Spline,
Titik Knot.
note: Pembimbing: M. Farhan Qudratullah, M.Si.
abstract: Regression analysis became the basis for conclusion (inferencing) about
the functional relationship between predictor variables and response variable. In
regression analysis there are two approaches, called parametric approach and
nonparametric approach. A nonparametric approach is not banded by normality
assumption and the data given as independence of search the curve regression so
this approach are very flexibility and objective. Nonparametric regression
approaches that are often used include spline regression, which is one type of
polynomial piecewise, a polynomial that has a nature segmented. Spline approach
has a basic function that commonly used, which is B-Spline.
Data in this research is poverty percentage regencies / cities of West Java
Province in 2017. As dependent variable is the percentage of the poor people as
Y and independent variables are the open unemployment rate as 1 X and the
average length of school as 2 X .
The best B-Spline regression model for estimating the percentage data of
the poor people in West Java using the Weighted Least Square method is :
Yˆ      
     
1,2 1 0,2 1 1,2 1
1,2 2 0,2 2 1,2 2
0,9825 ( ) 3,3417 ( ) 0,9575 ( )
11,9249 ( ) 10,1563 ( ) 4,0192 ( )
N x N x N x
N x N x N x

with the MSE value is 3,9776 then determination value is 58.05% and the GCV
value is 5.9866.
date: 2019-04-02
date_type: published
pages: 192
institution: UIN SUNAN KALIJAGA YOGYAKARTA
department: FAKULTAS SAINS DAN TEKNOLOGI
thesis_type: skripsi
thesis_name: other
citation:   Risma Nur Sukmawati, NIM.: 15610026  (2019) MODEL REGRESI NONPARAMETRIK B-SPLINE (STUDI KASUS: PERSENTASE KEMISKINAN DAN FAKTOR-FAKTOR YANG MEMPENGARUHI PERSENTASE PENDUDUK MISKIN PROVINSI JAWA BARAT TAHUN 2017).  Skripsi thesis, UIN SUNAN KALIJAGA YOGYAKARTA.   
document_url: https://digilib.uin-suka.ac.id/id/eprint/51929/1/15610026_BAB%20I_V_DAFTAR_PUSTAKA.pdf
document_url: https://digilib.uin-suka.ac.id/id/eprint/51929/2/15610026_BAB%20II_sampai_SEBELUM_BAB_TERAKHIR.pdf