S MAT 1200043 Table of content

vi

DAFTAR ISI

LEMBAR PERNYATAAN......................................................................

Halaman
i

KATA PENGANTAR...............................................................................

ii

ABSTRAK.................................................................................................

iv

ABSTRACT...............................................................................................

v

DAFTAR ISI.............................................................................................

vi

DAFTAR TABEL.....................................................................................

ix

DAFTAR GAMBAR................................................................................

x

DAFTAR LAMPIRAN............................................................................

xi

BAB I PENDAHULUAN........................................................................

1

1.1 Latar Belakang.............................................................................

1

1.2 Rumusan Masalah......................................................................
1.3 Batasan Masalah..........................................................................

3
4

1.4 Tujuan Penelitian.........................................................................
1.5 Manfaat Penelitian.......................................................................

4
5

BAB II TINJAUAN PUSTAKA.............................................................

6

2.1 Kerangka Teori................................................................................
2.1.1 Gambaran Umum Wilayah Jawa Barat........................................

6
6

2.1.2 Kesehatan.................................................................................

7

2.1.3 Indikator Kesehatan.................................................................

8

2.1.3 Kerangka Penelitian.................................................................

12

2.2 Regresi linier multivariat......................................................................
2.2.1 Uji Koefisien Korelasi antar Variabel Respon.........................

12
13

2.2.2 Penaksiran Parameter..............................................................

14

2.2.3 Pengujian Signifikansi Model......................................................

15

2.2.4 Asumsi Residual......................................................................

16

2.3 Aspek Spasial Data.........................................................................
2.4 Model Goegraphically Weighted Regression....................................

19

20

Puty Andini Arumsari, 2016
APLIKASI MULTIVARIATE GEOGRAPHICALLY WEIGHTED REGRESSION (MGWR) MENGGUNAKAN
SOFTWARE MATLAB
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu

vii

BAB III MULTIVARIATE GEOGRAPHICALLY WEIGHTED
REGRESSION.........................................................................

3.1 Variabel Penelitian.......................................................................

22
22

3.1.1 Variabel Respon (Y) ..............................................................

22

3.1.2 Variabel Penjelas (X) .............................................................

22

3.2 Metode Multivariate Geographically Weighted Regression
(MGWR) ..............................................................................................

24

3.2.1 Penaksiran Parameter.............................................................

25

3.2.2 Bandwidth..............................................................................

26

3.2.3 Pembobotan...........................................................................

28

3.2.4 Pengujian Hipotesis Kesesuaian Model MGWR....................

31

3.2.5 Pengujian Serentak Model MGWR.........................................

32

3.2.6 Pengujian Keberartian Parameter MGWR..............................

33

3.3 Langkah-langkah Analisis................................................................

33

BAB IV STUDI KASUS......................................................................

35

4.1
4.2
4.3
4.4

Sumber Data..............................................................................
Deskripsi Data...........................................................................
Asumsi Residual Normal Multivariat...........................................
Pembobotan Multivariate Geographically Weighted Regression
(MGWR)................. ........................................................................
4.5 Penaksiran Parameter Model Multivariate Geographically
Weighted (MGWR) dengan Pembobotan Fixed Kernel Gaussia..
4.6 Pengujian Kesesuaian Model Multivariate Geographically
Weighted Regression(MGWR)......................................................
4.7 Pengujian Serentak Parameter Model Multivariate Gographically
Weighted Regression (MGWR) .....................................................
4.8 Pengujian Signifikansi Parameter Model
Multivariate GeographicallyWeighted Regression (MGWR).....

4.9 Pemodelan Multivariate Geographically Weighted Regression
(MGWR) ............................................................................................
4.10 Peta Pengelompokan Kabupaten dan Kota ...............................
BAB V KESIMPULAN DAN SARAN................................................

35
35
36
37
38
40
41
42
44
45

47

5.1 Kesimpulan. ................................................................................ 47
5.2

Saran..........................................................................................

48

Puty Andini Arumsari, 2016
APLIKASI MULTIVARIATE GEOGRAPHICALLY WEIGHTED REGRESSION (MGWR) MENGGUNAKAN
SOFTWARE MATLAB
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu

viii

DAFTAR PUSAKA...............................................................................

49

LAMPIRAN...........................................................................................

51

DAFTAR RIWAYAT HIDUP.............................................................

64

Puty Andini Arumsari, 2016
APLIKASI MULTIVARIATE GEOGRAPHICALLY WEIGHTED REGRESSION (MGWR) MENGGUNAKAN
SOFTWARE MATLAB
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu