,2000. Indilator kesejahteraan Rakyat. Jakarta

DAFTAR PUSTAKA

Badan Pengendalian Darnpak Lingkungan, 1 996. Buku Panduan: Penyusunan AMDAL Kegiatan Pembangunan di Wilayah Pesisir dan Lautan. Bapedal. Badan Pusat Statistik, 1999. Statistik Lingkungan Hidup Indonesia. Jakarta

----------,2000. Indilator kesejahteraan Rakyat. Jakarta Badan Perencanaan Pembangunan Daerah, 1996. Pandeglang Dalam Angka. Bengen, D.G, 1998. Sinopsis Analisis Statistik MultivariabeYMultidimensi. Program Studi Pengelolaan Sumberdaya Pesisir dan Lautan. IPB. Bogor.

----------, 2000. Sinopsis Teknik Pengambilan

Contoh d m Analisis Data Biofisik Sumberdaya Pesisir. Pusat Kajian Sumberdaya Pesisir dan Lautan. IPB. Bogor.

Biro Pusat Statistik, 1987. Indikator Pemerataan Pendapatan : Jumlah dan Persentase Penduduk Miskin di Indonesia, Tahun 1976 - 198 1 . Jakarta

, 1991. Penelitian Wisatawan Nusantara. Jakarta

.......................

, 1993. Statistik Kesejahtraan Rakyat. Jakarta.

Dahuri, R., 1998. Potensi Keanekaragarnan Hayati Dalam Dimensi Kepariwisataan Bahari di Kawasan Timu. Indonesia. Peper dalam Seminar Pembangunan Wisata Bahari di KTI. Bogor. Dahuri, R., J. Rais, S.P. Ginting, d m M.J. Sitepu, 1996. Pengelolaan Sumberdaya Wilayah Pesisir dan Lautan Secara Terpadu. Pradnya Paramita. Jakarta.

.............................................................

,200 1 . Pengelolaan Sumberdaya Wilayah Pesisir dan Lautan Secara Terpadu. Pradnya Paramita. Jakarta.

Data Pokok Pembangunan Daerah Tahun 199611997. Pemda TK I1 Pandeglang, 1996. Dillon, W. dan Goldstein, M. 1984. Multivariate Analysis Methodes and Aplications. John Wiley & Sons. Inc. New York.

Dinas Pariwisata Kabupaten Pandeglang, 2001. Data Usaha Pariwisata Kabupaten Pandeglang Tahun 2000. Kantor Statistik, 1997. Indikator Kesejahteraan Rakyat Kabupaten Ciarnis Kantor Statistik, 1995. Kecamatan Labuan Dalam Angka. Pandeglang

----------------..,1998. Kecamatan Labuan Dalam Angka. Pandeglang Kusumastanto, T. 1997. Metode Penelitian dan Analisis Data Sosial Ekonomi dalam Pengelolaan Ekosistem Hutan Mangrove. Peper Pelatihan Pengelolaan Hutan Mangrove Lestari Angkatan I. 18 Agustus - 18 Oktober 1995 - 9 Pebruari 1996. Bogor.

-

Mann, R.1, 1 992. Marine Tourism Indonesia. Toronto Kanada.

Mardani, N.K., 1995. Perencanaan clan Pembangunan Pariwisata Pesisir dan Bahari Bemawasan Lingkungan. Peper Pelatihan Perencanaan dan Pengelolaan Wilayah Pesisir secara Terpadu Angkatan 111. 9 Oktober 1995 - 9 Pebruari 1996. Bogor. Muluk, C. 1995. Sistem Sosial Ekonomi dan Budaya Masyarakat Pesisir. Peper Pelatihan Perencanaan Pengelolaan Wilayah Pesisir secara Terpadu Angkatan 111. 9 Oktober 1995 - 9 Pebruari 1996. Bogor. Oka A. Yoeti, 1996. Pengantar Ilrnu Pariwisata. Angkasa. Bandung.

----------------, 1997. Perencanaan d m Pengembangan Pariwisata. PT. Pardnya Pararnita. Jakarta. Pemerintah Kabupaten Pandeglang, 2000. Penyusunan Rencana Pengembangan Pariwisata Daerah Kabupaten Pandeglang.

Induk

Pendit, S. Nyomaa 1987. Ilrnu Pariwisata Sebuah Pengantar Perdana.PT. Pradnya Paramita. Jakarta Rangkuti, F. 2000. Analisis Swot Teknik Membedah Kasus Bisnis. PT Gramedia Pustaka Utama. Jakarta. Salrnun, J., 1989. Pengantar Pariwisata Sebagai Industri. PT. Sari Dewi Primula bekerjasama dengan Lembaga Studi Pariwisata Indonesia. Jakarta

Sajogyo, 1977. Garis Kemiskinan & Kebutuhan Minimum Pangan. LPSP - IPB. Bogor.

----------, 1996.

Memahami dan Menanggulangi Kemiskinan di Indonesia. PT Grarnedii Widiasarana Indonesia. Jakarta

Siegel, S. 1992. Statistik Non Parametrik Untuk Ilmu-ilmu Sosial. PT. Gramedia. Jakarta. Supriatna. T. 1997. Birokrasi Pemberdayaan dan Humanhra Utama Press. Bandung.

Pengentasan Kemiskinan.

Siturnorang, 1993. Beberapa Usulan dalarn Perencaan dan Pengembangan Pantai sebagai Kawasan Ekoturisme. Peper dalam Seminar Nasional Manajemen Kawasan Pesisir untuk Ekoturisme. Program Studi Magister Manajemen. IPB. Bogor. Wahab, S. 1996. Manajemen Kepariwisataan. PT. Pradnya Paramita. Jakarta

------------, 1997. Pemasaran Pariwisata. PT. Pradnya Paramita. Jakarta Word Tourism Organization (WTO). 1982. Seminar On Domestic Tourism Report, Hotel Horison. Jakarta

Yakii .A. 1997. Ekonomi Sumberdaya dan Lingkungan. Akadernika Presindo. Jakarta

LAMPIRAN

Lampiran 1: Karakteristik Responden Nelayan Mumi (Tidak AMif Dalam Aktivitas Pariwisata) di Wilayah Pariwisata Pantai Carita Kec. Labuan Ncnxx

Umur

PendMikan

Jumlah

Pendapatan

Pendqxtan

Pendapatan

Penciapatan

Resp.

(Tahun)

(Tahun)

AK

KK

AK

Keluarga / RT

perkapita

(Jiwa)

(RpBuhn)

(Rp.Bulan)

(Rp. IBulan)

perbulan / Rp.

1

55

6

4

450.000

2

30

6

4

400.000

1oO.000

450.000

112.500

500.000

125.000

Lampiran 2 : Karakteristik Responden Nelayan Plus (Aktif Dalam Pariwisata) Wilayah Pariwisata Pantai Carita Kec. Labuan

Lampiran 3 : Pendapatan Keluarga Nelayan Murni (Tidak Dalam Aktivitas Pariwisata) dari Usaha Perikanan dan Usaha Non Perikanan Wilayah Pariwisata Pantai Carita Kec. Labuan N

m

Resp.

Pendqxitan Usaha M a n a n (Ryoiah)

-tan

(m)

Non FWkanan

1

450.000

2

400.000

100.00

3

250.000

300.00

Jovnbh

Jumlah

Jumlah F+xdapatan

JumW Fkmkpatan

&ndapatarJBulan

AK

Per KSqMe-wBulan

Per KapitTBhun

(RupMh)

(RIIPMh)

(RWh)

(J*)

450.000

4

112.500

1.350.000

500.000

4

125.000

1.500.000

550.000

6

91.667

1.100.000

I

353.3331

518.333)

5

1

110.5241

1.326.2861

Lampiran 4 : Pendapatan Keluarga Nelayan Plus (Aktif Dalarn Aktivitas Pariwisata) dari Usaha Perikanan dan Usaha Non Perikanan W~layahPariwisata Pantai Carita Kec. Labuan

Per KepWahun

Lampiran 5 : Pola Pengeluaran Pangan dan Non Pangan Rumah Tangga Nelayan Murni (Tidak Aktif Dalam Aktivitas Pariwisata) di Wilayah Pariwisata Pantai Carita Kec. Labuan

Lampiran 6 : Pola Pengeluaran Pangan dan Non Pangan Rumah Tangga Nelayan Plus (Aktif Dalam Aktivitas Pariwisata) di Wilayah Pariwisata Pantai Carita Kec. Labuan

Lampiran 7 : Variabel Pengukur Tingkat Kesejahteraan Keluarga Nelayan Murni (Tidak Aktif Dalam Kegiatan Pariwisata) di Wilayah Pariwisata Pantai Carita Kec. Labuan Skor Kondisi Skor Fasilitas Skor Total Tingkat Nomor Pendapatan RT/ Skor Konsumsi RT/ Skor Pendidikan Skor Kesehatan Skor Kesejahteraan Perumahan Perumahan Keluarga Resp. kapitmulan kapitmulan Keluarga (nilai) (nilai) (% Tamat SD) (% sering sakit) (rupiah) (rupiah) Sedang 13 1 10 1 3 9 1 112.500 2 100,O 3 106.250 2 0 Tinggi 16 16 11 2 3 3 118.750 2 125.000 2 2 100,O 3 .O Sedang 13 20 3 2 21 3 66,6 3 83.333 1 3 0 91.000 1 Tinggi 15 24 3 3 3 15 0 4 60,O 2 100.000 2 110.000 1 Sedang 12 12 1 3 21 3 14 71,O 3 96.429 1 100.000 1 5 Tinggi 16 24 3 3 16 3 125.000 2 130.000 2 0 6 100,O 3 Tinggi 15 21 2 12 3 3 0 7 66,6 3 108.000 2 163.000 3 Tinggi 15 12 1 2 3 13 66,6 3 0 126.667 2 8 183.300 3 Sedang 13 13 1 2 3 10 0 80,O 3 114.000 2 9 120.000 2 14 Tinggi 15 2 3 3 18 112.500 2 0 107.500 2 10 100,O 3 Sedang 13 17 2 3 3 18 81.250 1 100,O 3 0 11 87.500 1 Tinggi 17 25 3 3 17 3 160.000 3 0 12 80,O 3 9s.000 Tinggi 14 2 2 18 12 3 100.000 1 0 91.667 3 66,6 3 13 12 Sedang 3 18 2 16 3 60,O 2 100.000 1 0 95.000 1 14 Tinggi 16 3 26 3 18 133.000 2 2 125.000 2 100,O 3 33,3 15 Rendah 1 9 13 1 8 3 33,3 2 0 72.500 1 16 75.000 1 12 1 Sedang 12 2 11 3 120.000 2 0 116.000 2 17 40,O 2 12 Sedang 2 19 3 19 42,8 2 3 14 84.286 1 18 85.700 1 14 Tinggl 27 3 1Q 3 100.000 1 3 0 98.000 2 1Q 60,O 2 Tinggi 14 3 15 3 16 100.000 1 0 96.000 1 100,O 3 3 20 Tinggi 16 16 2 3 16 112.500 2 0 110.000 2 3 75,O 3 21 14 Tinggi 2 3 16 16 22 110.000 1 0 100.000 2 3 80,O 3 Tinggi 15 3 17 2 20 120.000 2 23 20 114.000 2 100,O 3 3 14 Tinggi 21 3 3 18 24 100.000 1 0 93.333 1 83,3 3 3 13 Sedang 2 20 3 19 100.000 1 0 96.667 1 25 3 100,O 3 Tinggi 15 2 18 3 15 26 137.500 2 14 132.500 2 100,O 3 3 Tinggi 16 21 3 17 27 3 130.000 2 80,O 3 0 116.000 2 3 17 Tinggi 15 2 112.500 2 3 18 28 112.500 2 0 3 100,O 3 Tinggi 16 3 18 2 140.000 3 19 29 0 115.000 2 3 80,O 3 Tinggi 15 17 2 3 20 30 120.000 2 0 118.000 2 60,O 2 3 -

2-

Lampiran 8 : Variabel Pengukur Tingkat Kesejahteraan Keluaraga Nelayan Plus (Aktif Dalam Kegiatan Pariwisata) di Wilayah Pariwisata Pantai Carita Kec. Labuan Nornor

Pendapatan RT/

Resp.

kapita/bulan

Skor

Konsumsi RT/ kapitahulan

Skor

Pendidikan Kekrarga

Skor

Kesehatan Keluarga

Skor

Perurnahan

Kondisi

Skor

Perurnahan

Fasilitas

(rupiah)

(rupiah)

(% Tarnat SDJ

(% sering sakit)

(nilei)

(nilai)

Skor

Total

Tingkat

Skor

Kesejahtenan

1

140.000

3

120.000

2

80,O

3

20,O

3

5

1

9

1

13

Sedang

15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30

337.500 200.000 200.000 250.000 262.500 260.000 160.000 175.000 200.000 180.000 225.000 200.000 140.000 150.000 200.000 316.667

3 3 3 3 3 3

316.875 129.500 168.000 227.000 147.500 207.000 130.000 145.000 142.500 139.000 197.500 142.000 126.800 140.800 180.000 241.667

3 2 3 3 3 3

100,O 83,O 66,6 100,O 75,O

3 3 3 3 3 3

2 3 2 2 2

23 20 18 26 16 17 16 20 21 21 21 22 17 22 17 25

3 2 2 3 2 2 2 2 3 3 3 3 2 3 2 3

17 16 16 17 13

Tinggi

40,O 100,O 75,O 100,O 75,O 100,O 100,O 100,O 66,6 100,O

21 18 18 21 6 13 13 17 13 17 16 19 14 18 14 16

3 3 3 3 1

2

25,O 16,6 33,3 50,O 50.0 33,s 49,O 25,O 25,O 20,O 25,O 20,O 20.0 40,O 33,3 40,O

-

-

9

3 3 3 3 3 2 3 3 3

3 3 3 3 3 2 3 3 3

663

2 3 3 3 3 3 3 3 3 3

2

2 2 2 3 2 3 3 2 2 2

2 2

-

3 2 3 3 3 2 3 2 3

16

13 16 16 18 17 18 14 17 15 17

Tinggi Tinggi Tinggi Sedang

~ln~fll Sedang Tinggi Tinggi Tinggi Tinggi Tinggi Tinggi Tinggi Tinggi Tinggi

Lampiran 9 : Saldo Nelayan Murni (Tidak AMif Dalam AMivitas Pariwisata) di wlayah Pariwisata Pantai Carita Kec. Labuan

Lampiran 10 : Saldo Nelayan Plus ( Aktif Dalam Aktivitas Pariwisata) di Wlayah Pariwisata Pantai Carita Kec. Labuan

Lampiran 11 Susunan Pendapatan RTIkapitalbulan dan Konsumsi RTlkapitalbulanNelayan Mumi dan Nelayar Plus di Wlayah Pariwisata Pantai Carita Kec. Labuan

Lampiran 12 : Hasil uji khi - kuadrat (x2) antara Tingkat Pendapatan Keluarga Nelayan Mum. dan Nelayan Plus Di Wilayah Pantai Carita Kec. Labuan -

Nelayan Nelayan Murni

< 139.999

140.000-1 199.999 0

30

15

Nelayan Plus

-

--

--

-

0

0

7

30

db = (r - 1) (k - 1) = (2 - 1 ) ( 3 - 1) = 2

30 11,5 30

23 11,5

335 7

-

Total

> 200.000

3,5

15

Total

-

Tingkat Pendapatan (Rupiah)

Aktivitas Keluarga

23

60

Lampiran 13 : Hasil uji khi - kuadrat (X2)antara Tingkat Pengeluaran / Konsumsi Keluarga Nelayan Murni dan Nelayan Plus Di Wilayah Pantai Carita Kec. Labuan Aktivitas Keluarga Nelayan Nelayan Murni

Tingkat Pengeluaran (Rupiah)

< 96.000

96.000-126.131

7

22

0

Nelayan Plus

7

= 0,65

3 Erat

2

28 11,5

23

30 15

2 3,5

Total

>126.132

11,5

33

Total

30 15

1

3o

6o

J

Lampiran 14 : Hasil uji khi - kuadrat ( X 2 ) antara Tingkat Pendidikan Keluarga Nelayan Murni dan Nelayan Plus Di Wilayah Pantai Carita Kec. Labuan Aktivitas Keluarga Nelayan Nelayan Murni

Tingkat Pendidikan Rendah 0

Total

Sedang

Tinggi

5

25 26,5

395

Nelayan Plus

0

2

28

= 0,02

0

9 Sangat Tidak Erat

7

30 26,5

33

Pal

30

53

6o

_1

Lampiran 15 : Hasil uji khi - kuadrat (X2)anfara Tingkat Kesehatan Keluarga Nelayan Murni dan Nelayan Plus Di Wilayah Pantai Carita Kec. Labuan Aktivitas Keluarga

Buruk

Nelayan Nelayan Murni

1

Sedang

0

20

1

= 0,41

Kurang Erat

30

10 24,5

49

30

5

24,5

075 Total

Baik 0

29 0,5

Nelayan Plus

Total

Tingkat Kesehatan

5 10

60

Lampiran 16 : Hasil uji kK - kuadrat (X2) antara Kondisi Perumahan Keluarga Nelayan Murni dan NeIayan Plus Di Wilayah Pantai Carita Kec. Labuan Aktivitas Keluarga Nelayan Nelayan Murni

Tidak Permanen

Semi Permanen

Permanaen

3

27

0

5 Nelayan Plus

16,5 6

7 5 10

Total

= 0,59

Total

Kondisi Perumahan

9Kurang Erat

83 17

16,5 33

30

30

83 17

60

Lampiran 17 : Hasil uji khi - kuadrat ( X 2 ) antara Fasilitas Perurnahan Keluarga Nelayan Murni dan Nelayan Plus Di Wilayah Pantai Carita Kec. Labuan Aktivitas Keluarga

Fasilitas Perurnahan

Nelayan

Tidak Lengkap

Nelayan Murni

Semi Lengkap 7

23

12 1

Nelayan Plus -

Total

= 0,61

3 Erat

Lengkap

18

595 11

12,5 25

30

0

12,5

12 24

Total

30

535 11

60

Lampiran 18 : Hasil uji khi - M a t (X2) antara Tingkat Kesejahteraan Keluarga Nelayan Murni dan Nelayan Plus Di Wilayah Pantai Carita Kec. Labuan Aktivitas Keluarga

Tingkat Kesejahteraan

Nelayan

Rendah

Nelayan Murni

1

Sedang

0

Total

= 0,61

Erat

2 16

13,5

16 32

30

25

5 0,5

LL~-

Tinggi

27 095

Nelayan Plus

Total

30 13,5

27

60

Lampiran 19 : Hasil Analisis Fungsi Diskriminan

Worksheet s i z e :

100000 c e l l s

Discriminant Analysis L i n e a r Method f o r Response: Grup Predictors: Umur Penddk AK Pendpt Group Count

1 30

2 30

Summary of Classification Put into Group

1 2 Total N N Correct Proportion

....True

Group

1 29 1 30 29 0.967 N Correct

....

2 3 27 30 27

0.900 =

56

Proportion Correct

Squared Distance Between Groups 1 2 1 0.00000 6.63051 2 6.63051 0.00000 Linear Discriminant Function for Group 1 2 C o n s t a n t -25.335 -28.806 Umur 0.390 0.373 Penddk 2.639 2.971 AK 3.816 2.176 Pendpt -0.000 0.000

=

Variable

Pooled Mean

Umur

Pendpt

41.617 7.2000 4.5000 738333

Variable

Pooled

Penddk

AK

Means for Group 1 2 40.933 42.300 6.7000 7.7000 4.7667 4.2333 518333 958333

StDev for Group 1 2 8.729 9.632 1.512 2.037 1.073 0.935 98684 305028

StDev

Umur Penddk

AK Pendpt

9.192 1.794 1.006 226694

Pooled Covariance Matrix Umur

Penddk

Pendpt

Umur

84 -3

3 -0 -38793

1 102931

Covariance Matrix for Group 1 Umur Penddk

AK

Penddk

AK Pendpt

4 878477

51390229885

Pendpt

Umur Penddk

AK Pendpt

9738505747

76 -4 3 230575

2 -0 -2931

1 80287

Covariance Matrix for Group 2 Umur Penddk Pendpt Umur 93 Penddk -1 4 AK 5 -0 Pendpt 1526379 -74655 93041954023

Summary of Misclassified Observations

Observation Probability

True

Pred

Group 1

Group 2

Group

Squared Distance 11.22

Lampiran 20 Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 40 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis 60 Observations 59 DF Total 4 Variables 58 DF Withii Classes 1 DF Between Classes 2 Classes

G h s Level Information KNELAYAN N-MURNI N-PLUS

Frequency

Weight

30 30

run

30.0000 30.0000

Proportion 0.500000 0.500000

Prior Probability 0.500000 0.500000

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis

Within-Class Covariance Matriccr

KNELAYAN = N-MURNI Variable

UMUR PENDDK

hK PENDPT

UMUR

41

DF = 29

PENDDK

76 -4 3 230575

-4 Umur (tahun) 2 Pendidikan (tahun) -0 Jumlah AK (jiwa) -293 1 Pendapatan Keluarga (Rpmln)

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 42 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis

Wdhin-Class Covariance Mairices

KNELAYAN = N-MURNI Variable

UMUR PENDDK AK PENDPT

AK 3 -0

1 80287

DF = 29

PENDPT 230575 -293 1 80287 9738505747

Umur (tahun) Pendidikan (tahun) Jumlah AK (jiwa) Pendapatan Keluarga (Rpmln)

43 Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data Using Quadratic Discriminant Function 06:57 Monday, August 4,1997

Discrim'nant Analysis

Wdhin-Class Covariance Matrices

KNELAYAN = N-PLUS Variable

UMZTR


93 -1 5 1526379

run

DF = 29

PENDDK

Umur (tahun) Pendidikan (tahun) Jumlah AK (jiwa) Pendapatan Keluarga (Rp/Bln)

-1 4 -0 -74655

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 44 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis

Wdhin-ClassCovariance Matrices

KNELAYAN = N-PLUS Variable


AK 5 -0

1 125575

run

DF = 29

PENDPT 1526379 -74655 125575 93041954023

Umur (tahun) Pendidikan (tahun) JumlahAKUiwa) Pendapatan Keluarga (Rpmln)

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 45 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis Pooled Within-Class Covariance Matrix Variable UMUR PENDDK


84 -3 4 878477

-3 3 -0 -3 8793

DF = 58

Umur (tahun) Pendidian (tahun) Jumlah AK (jiwa) Pendapatan Kelwga (RpIBln)

46 Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis Pooled Within-Class Covariance Matrix Variable

AK

PENDPT


4 -0 1 102931

878477 -38793 102931 51390229885

DF = 58

Umur (tahun) Pendidikan (tahun) Jumlah AK (jiwa) Penclapatan Keluarga (Rpmln)

47 Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis KNELAYAN N-MURNI N-PLUS run Pooled

Within Covariance Matrix Information

Covariance Matrix Rank 4 4 4

Natural Log of the Determinant of the Covariance Matrix 27.14517 30.26260 29.69295


Discriminant Analysis

Test of Homogeneity of Within Covariance Matrices

Notation: K =Number of Groups P = Number of Variables

N = Total Number of Observations - Number of Groups N(i) = Number of Observations in the i'th Group - 1







1- PNl2

-

I I

I N V Under null hypothesis: -2 RHO In [ ------------------ 1 I - PN(iY2 I L II N(i) -1 is distributed approximately as chi-square(DF) Test Chi-Square Value = 53.1 13071 with 10 DF Prob > Chi-Sq = 0.000 1




Since the chi-square value is signifcant at the 0.1 level, the within covariance matrices will be used in the discriminant function. Reference: Morrison, D.F. (1976) Multivariate Statistical Methods p252.

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis

52

Pairwise Squared Distances Between Groups

2 - -1 - D(ilj)=(X-X)'COV ( X - X ) i j j i j Squared Distance to KNELAYAN From KNELAYAN

N-MURNI N-PLUS

run

N-MURNI

N-PLUS

0 56.54350

run

4.33435 0


Discriminant Analysis Pairwise Generalized Squared Distances Between Groups

~eneralized Squared ~istanceto KNELAYAN From KNELAYAN N-MURNI N-PLUS run

N-MURNI 27.145 17 83.78866

N-PLUS 34.59695 30.26260

run

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 54 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis Univariate Test Statistics F Statistics, Num DF= 1 Den DF= 58 Variable UMUR PENDDK AK PENDPT

Total Pooled STD STD 9.1394 9.1916 1.8485 1.7937 1.0333 1.0063 315816 226694

Between STD R-Squared 0.9664 0.005685 0.7071 0.074405 0.377 1 0.067725 3 11127 0.493489

RSQ/ (I-RSQ) 0.0057 0.0804 0.0726 0.9743


Discriminant Analysis Univariate Test Statistics

Variable

F


0.3316 4.6624 4.2134 56.5088

Pr > F

Label

0.5669 0.0350 0.0446 0.000 1

Umur (tahun) Pendidikan (tahun) Jumlah AK (jiwa) Pendapatan Keluarga (RpJBln)

Average R-Squared: Unweighted = 0.1603258 Weighted by Variance = 0.4934887 56 Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data Using Quadratic Discriminant Function 0657 Monday, August 4,1997

Discriminant Analysis Multivariate Statistics and Exact F Statistics

Statistic

Value

Wilks' Lambda Pillai's Trace Hotelling-Lawley Trace Roy's Greatest Root

0.36835297 63 164703 1.71478737 1.71478737

F

NumDF

DenDF

4 4 4 4

55 55 55 55

23.5783 23.5783 23.5783 23.5783

Posterior Probability of Membership in KNELAYAN: Obs From Classified KNELAYAN into KNELAYAN N-MURNI 8

N-MURNI

N-PLUS

run *

N-PLUS

0.1833

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 57 Using Quadratic Discriminant Function 0657 Monday, August 4,1997 Discriminant Analysis

Classification Results for Calibration Data: WORK.NELAYAN Resubstitution Results using Quadratic Discriminant Function Misclassified observation

Pr>F 0.0001 0.0001 0.0001 0.0001

run 0.8167

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 58 Using Quadratic Discriminant Function 06:57 Monday, August 4 ,1997 Discriminant Analysis Classification Summary for Calibration Data: WORKLNELAYAN Resubstitution Summary using Quadratic Discriminant Function Generalized Squared Distance Function: -1 )' COV (X-X ) + ln (COV I j j j j

2 D (X) :(x-x j

Posterior Probability of Membership in each KNELAYAN: 2 2 PrQlX) = exp(-.5 D (X)) 1 SUM exp(-.5 D (X)) j k k

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 59 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis Classification Summary for Calibration Data: WORK.NELAYAN Resubstitution Summary using Quadratic Discriminant Function Number of Observations and Percent Classified into KNELAYAN: From KNELAYAN N-MURNI N-PLUS

run

N-MURNI

N-PLUS

run

Total

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 60 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis Classification Summary for Calibration Data: WORK.NELAYAN Resubstitution Summary using Quadratic Discriminant Function Number of Observations and Percent Classified into KNELAYAN: From KNELAYAN

N-MURNI

N-PLUS

run

Total

Total Percent Priors

0.5000

0.5000

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 61 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis Classification Summary for Calibration Data: WOKNELAYAN Resubstitution Summary using Quadratic Discriminant Function Error Count Estimates for KNELAYAN:

N-MURNI

N-PLUS

run

Total 0.0167

Rate

0.0333

0.0000

Priors

0.5000

0.5000

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 62 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis Classification Results for Calibration Data: WORK.NELAYAN Cross-validation Results using Quadratic Discriminant Function Obs 8 13

Posterior Probability of Membership in KNELAYAN: From Classified N-MURNI N-PLUS KNELAYAN into KNELAYAN

N-MURNI N-MURNI

N-PLUS N-PLUS

run * run *

0.0003 0.4258

* Misclassified observation

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 63 Using Quadratic Discriminant Function 0657 Monday, August 4,1997 Discriminant Analysis Classification Summary for Calibration Data: WORK.NELAYAN Cross-validation Summary using Quadratic Discriminant Function Generalized Squared Distance Function: 2 -1 D (X) = (x-? )' COV (x-% ) + ln ICOV 1 j (X>j (Xlj (X)j (Xi

Posterior Probability of Membership in each KNELAYAN: 2 2 PrGlX) = exp(-.5 D (X)) / SUM exp(-.5 D (X)) j k k

run

0.9997 0.5742

Discriminant: Analysis of Fisher (1936) Priyatnas Nelayan Data 64 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis Classification Summary for .CalibrationData: WOKNELAYAN Cross-validation Summary using Quadratic Discriminant Function Number of Observations and Percent Classified into KNELAYAN: From KNELAYAN

N-MURNI

N-MURNI

28 93.33

N-PLUS

run

N-PLUS

0 0.00

run

Total

30 100.00

30 100.00

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 65 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis Classification Summary for Calibration Data: WORK.NELAYAN Cross-validation Summary using Quadratic Discriminant Function Number of Observations and Percent Classified into KWELAYAN: From KNELAYAN

N-MURNI

N-PLUS

run

Total Percent Priors

0.5000

0.5000

Total

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 66 Using Quadratic Discriminant Function 06:57 Monday, August 4,1997 Discriminant Analysis Classification Summary for Calibration Data: WOKNELAYAN Cross-validation Summary using Quadratic Discriminant Function Error Count Estimates for KNELAYAN: N-MURNI

N-PLUS

run

Total 0.0333

Rate

0.0667

0.0000

Priors

0.5000

0.5000

67 Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data Output Discriminant Statistics 06:57 Monday, August 4,1997 OBS

KNELAYAN

-TYPE-

.

1 2 N-MURNI 3 N-PLUS 4

run .

5 N-MURNI 6 N-PLUS

run

OBS

PENDDK

-NAME-

N N N MEAN MEAN MEAN AK

PENDPT

68 Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data Output Discriminant Statistics 06:57 Monday, August 4,1997

OBS 7 8 9 10 11 12

OBS

.

-TYPE-

KNELAYAN N-MURNI N-PLUS N-MURNI N-MURNI N-MURNI N-MURNI

run

PENDDK

PRIOR PRIOR CSSCP CSSCP CSSCP CSSCP

-NAME-

UMUR

UMUR PENDDK

AX PENDPT

0.50 0.50 2209.87 -109.60 99.53 6686666.67

PENDPT

AK

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 69 Output Discriminant Statistics 06:57 Monday, August 4,1997

OBS 13 14 15 16 17 18

OBS

KNELAYAN

N-PLUS N-PLUS N-PLUS N-PLUS

PENDDK

run run run

run

. .

-TYPE-

-NAME-

CSSCP CSSCP CSSCP CSSCP PSSCP PSSCP

UMUR PENDDK AK PENDPT UMUR PENDDK

AK

UMUR 2690.30 -42.30 156.90 44265000.00 4900.17 -151.90

PENDPT

70 Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data Output Discriminant Statistics 06:57 Monday, August 4,1997 OBS

OBS

KNELAYAN

-TYPE-

-NAME-

. . . . . .

AK PENDPT

PSSCP PSSCP BSSCP BSSCP BSSCP BSSCP

256.43 50951666.67 28.02 20.50 - 10.93 9020000.00


AK

PENDDK

UMUR

PENDPT

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 71 Output Discriminant Statistics 06:57 Monday, August 4,1997 OBS 25 26 27 28 29 30

OBS

-TYPE-

KNELAYAN

.

CSSCP

. CSSCP

. N-MURNI

PENDDK

CSSCP . CSSCP . RSQUARED COV

AK

UMUR UMUR PENDDK AK PENDPT

UMUR

4928.18 -131.40 245.50 59971666.67 0.0 1 76.20

PENDPT

72 Discriminant Analysis of Fisher (1936) Priyatnas Nelayna Data Output Discriminant Statistics 06:57 Monday, August 4,1997 OBS 31 32 33 34 35 36

OBS

-TYPE-

KNELAYAN N-MURNI N-MURNI N-MURNI N-PLUS N-PLUS N-PLUS

COV COV COV run COV run COV run COV

AK

PENDDK

UMUR

-NAME-

PENDDK AK PENDPT UMUR PENDDK AK

-3.78 3.43 230574.71 92.77 -1.46 5.4 1

PENDPT

73 Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data Output Discriminant Statistics 06:57 Monday, August 4,1997 OBS 37 38 39 40 41 42 OBS

KNELAYAN N-PLUS

PENDDK

r ~ n

-TYPE-

-NAME-

COV PCOV PCOV PCOV PCOV BCOV

PENDPT UMUR PENDDK AK PENDPT

AK

UMUR

UMUR 1526379.31 84.49 -2.62 4.42 878477.01 0.93

PENDPT

Discriminant Andysis of Fisher (1936) Priyatnas Nelayan Data 74 Output Discriminant ~ta'tistics 0657 Monday, August 4,1997 OBS

OBS

KNELAYAN

PENDDK

-TYPE-

-NAME-

BCOV BCOV BCOV COV COV COV

PENDDK

AK PENDPT

UMUR PENDDK

AK AK

UMUR 0.68 -0.36 300666.67 83.53 -2.23 4.16

PENDPT

Discriminant Analysis of Fisher (1936) Priyatnas Nelayan Data 75 Output Discriminant Statistics 0657 Monday, August 4,1997

49 . COV PENDPT 1016468.93 73728.81 41525.42 99739548022.60 50 N-MURNI STD 8.73 1.51 1.07 98683.87 0.94 305027.79 9.63 2.04 51 N-PLUS run STD 1.01 226694.13 9.19 1.79 . PSTD 52 0.38 3 11126.98 53 0.97 0.71 . BSTD 1.03 315815.69 . STD 9.14 1.85 54 0.37 0.27 -0.29 CORR UMUR 1.00 55 N-MURNI -0.21 -0.02 -0.29 1.00 CORR PENDDK 56 N-MURNI


OBS 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71

KNELAYAN

N-MURNI N-MURNI N-PLUS N-PLUS N-PLUS N-PLUS

-TYPE- -NAME_

CORR CORR run CORR run CORR run CORR run CORR . PCORR . PCORR . PCORR . PCORR . BCORR . BCORR . BCORR . BCORR . CORR

UMUR

PENDDK

AK

PENDPT

AK PENDPT

UMUR PENDD AK PENDPT

UMUR PENDDK AK PENDPT UMUR PENDDK AK PENDPT UMUR


ORS KNELAYAN -TYPE-

. CORR

-NAME_

PENDDK .CORR AK . CORR PENDPT N-MURNI STDMEAN N-PLUS run STDMEAN N-MURNI PSTDMEAN N-PLUS IWI PSTDMEAN . LNDETERM N-MURNI LNDETERM N-PLUS run LNDETEN N-MURNI QUAD UMUR N-MURNI QUAD PENDDK N-MURNI QUAD AK N-MURNI QUAD PENDPT N-IvfURNI QUAD -LINEAR_

UMUR PENDDK

AK PENDPT


OBS KNELAYAN 87 N-MITRNI 88 N-PLUS

89 90 91 92 93

N-PLUS N-PLUS N-PLUS N-PLUS N-PLIJS

TYPE

NAME

QUAD CONST run QUAD UMUR run QUAD PENDDK IIUI QUAD AK run QUAD PENDPT run QUAD LINEAR run QUAD CONST

UMUR

PENDDK

AK

PENDPT

Lampiran 21 : Komponen Data Perhitungan Analisis Regresi

Hasil Perhitungan Analisis Statistik Regresi Pendapatan Keluarga, Penbpatan per kapita, Tingkat Kesehatan dengan melibatkan Pendapatan keluarga, dan Tingkat Kesehatan dengan melibatkan Pendapatan per kapita

REGRESI PENDAPATAN KK : Regression Analysis The regression equation is

Predictor Constant UMUR PENDDK AK % SD

Dl

Coef 353712 2931 -22877 13798 -421 257626

StDev 206228 4092 14556 31001 1822 55722

T 1.72 0.72 -1.57 0.45 -0.23 4.62

P 0.092 0.477 0.122 0.658 0.818 O.OOO**

Mi3

F 5.05

Analysis of Variance Source Regression Error Total

DF 54 59

SS 9.69556E+ll 2.07457Et12 3.04412Et12

Source UMUR

DF 1 1 1 1 1

Seq SS 1.14963E+11 3034757904 29806302500 517586120 8.212353+11

PENDDK AIZ 8 SD D1

5

Unusual Observations Obs tMOR PDPT. KK 35 50.0 1200000 37 47.0 1000000 38 50.0 1250000

1.93911Et11 38417936716

Fit 647492 556271 647492

StDev Fit 50207 47059 50207

P 0.001

Residual 552508 443729 602508

R denotes an observation with a large standardized residual

St Resid 2.92R 2.33R 3.18R

REGRESI PENDAPATAN PERKAPITA: Regression Analysis The regression equation is

Predictor Constant UMUR PENDDK AK % SD Dl

Coef 158036 1063.4 -501 -17878 -32.1 109703

StDev 47477 942.0 3351 7137 419.3 12828

T 3.33 1.13 -0.15 -2.50 -0.08 8.55

P 0.002 0.264 0.882 0.015** 0.939 0.OOO**

Analysis of Variance

Source Regression Error Total

DF 5 54 59

SS 2.30053E+11 1.09953E+11 3.40006Et11

Source UMUR PENDDK AK % SD D1

DF 1 1 1 1 1

Seq SS 1813827436 17481813482 61192962922 654221808 1.48910E+11

MS 46010653340 2036168330

F 22.60

P

0.000

Unusual Observations Obs 35 40 45

UMUFt

50.0 26.0 60.0

PDn8.KP!l? 400000 333300 337500

Fit 225303 235107 250810

StDev Fit 11559 13884 23038

Residual 174697 98193 86690


St Resid 4.01R 2.29R 2.23R

REGRESI TINGKAT KESEHATAN DG MELIBATKAN PENDAPATAN KK: Regression Analysis The regression equation is

Predictor Coef Constant 61.50 PDPT. KK -0.00000308 PENDDK -1.7925 AK -1.081 % SD -0.03396 Dl -12.651 D2 1.550 D3 -3.494 D4 4.266 D5 1.182

Analysis of Variance Source Regression Error Total

DF 9 50 59

Source PDPT. KK PENDDK AK % SD D1

D2 D3 D4 D5

SS 3594.55 3729.25 7323.80

kt3

399.39 74.59

F 5.35

P 0.000

Seq SS 809.54 1307.26 9.77 129.00 1214.06 4.69 26.93 78.56 14.73

Unusual Observations Obs 23 49

PDPT. KK 300000 750000

TKl'. KES 25.00 50.00

Fit 43.34 33.18

StDev Fit 2.56 3.20

Residual -18.34 16.82


St Resid -2.2213 2.10R

REGRESI TINGKAT KESEHATAN DENGAN MELIaATKAN PENDAPATAN PER KAPITA: Regression Analysis

The regression equation is

Coef 64.84 PDPT.KPT -0.00002590 PENDDK -1.7346 AK -1.568 % SD -0.03390 Dl -10.519 D2 1.511 D3 -3.039 D4 4.249 D5 1.441 Predictor

Constant

Analysis of Variance Source

DF

SS

Regression Error Total

9 50 59

3648.95 3674.85 7323.80

Source PDPT KPT PENDDK AK

.

% SD

D1 D2 D3 D4 D5

MS 405.44 73.50

F 5.52

P 0.000

Seq SS 2050.34 641.58 304.02 38.30 488.66 10.75 14.93 78.61 21.78

Unusual Observations TKT. ECES Obs PDPT.KP!C 23 120000 25.00 49 262500 50.00

Fit 42.82 32.56

StDev Fit 2.49 3.26

Residual -17.82 17.44


St Resid -2.17R 2.20R

,2000. Indilator kesejahteraan Rakyat. Jakarta

Recommend Documents