BAB V KESIMPULAN DAN SARAN
5.1. Kesimpulan Berdasarkan hasil pengujian hipotesis dapat disimpulkan bahwa dari hasil analisisis regresi diperoleh nilai dari R2 sebesar 0.669740, berarti penyebaran data yang dimiliki mampu menjelaskan model dibangun sebesar 66,97%, dan sisanya yakni sebesar 33,03% diterangkan di luar model dari penelitian ini. Dengan demikian variabel-variabel independen dalam penelitian ini yang meliputi modal usaha, jumlah tenaga kerja, jarak tempuh melaut dan lama melaut, lama usaha dan jenis kapal mampu menjelasakan variabel dependennya yaitu pendapatan pengusaha. Hasil analisis dari uji F menyatakan bahwa Ho ditolak atau H1 diterima yakni bahwa variabel independen (modal usaha, jumlah tenaga kerja, jarak tempuh melaut dan lama melaut, lama usaha dan jenis kapal) secara keseluruhan mempunyai pengaruh yang signifikan terhadap variabel dependen (tingkat pendapatan pengusaha perikanan tangkap di Kota Bitung). Berdasarkan hasil uji t diketahui bahwa jumlah tenaga kerja, jarak tempuh melaut, lama usaha dan jenis kapal mempunyai pengaruh positif signifikan terhadap tingkat pendapatan pengusaha perikanan tangkap di Kota Bitung. Hal ini menunjukkan bahwa jika jumlah tenaga kerja, jarak tempuh melaut, lama usaha dan jenis kapal meningkat maka ada kecenderungan pendapatan pengusaha akan meningkat (ceteris paribus).
71
72
5.2. Saran 1. Bagi Nelayan Hasil penelitian ini memberikan bukti bahwa peranan jumlah tenaga kerja, jarak tempuh melaut dan jenis kapal dapat mempengaruhi tingkat pendapatan pengusaha perikanan tangkap. Dengan demikian diharapkan dalam dasar penentuan strategi peningkatkan pendapatan pengusaha perikanan tangkap produksi dengan memperhatikan jumlah tenaga kerja, jarak tempuh melaut dan jenis kapal. 2. Bagi Peneliti selanjutnya Bagi peneliti selanjutnya yang tertarik mengenai faktor-faktor yang mempengaruhi
tingkat
pendapatan
pengusaha
perikanan
tangkap
perhitungannya diharapkan dapat menambahkan variabel yang lain sehingga faktor-faktor yang mempengaruhi tingkat pendapatan pengusaha perikanan tangkap semakin terjelaskan.
73
DAFTAR PUSTAKA
I.
Buku
Gujarati, D, (2003), Ekonometrika Dasar, Erlangga, Jakarta. Lipsey, C.P.S., (2001) Pengantar Ekonomi Mikro, Jilid I, Edisi Kesepuluh, Penerbit Binarupa Aksara, Jakarta. Nicholson, W., (2002) Mikroekonomi Intermediate dan Aplikasinya, Edisi Kedelapan, Penerbit Erlangga, Jakarta. Nopirin, (2000) Ekonomi Moneter 1 Edisi 3. Yogyakarta : BPFE Pindick, R.S., dan Rubinfed, D., (1999), Mikro Ekonomi, Jilid 1. Penerbit Prehalindo, Jakarta. Santoso, S., dan Tjiptono, F., (2001), Riset Pemasaran, Penerbit Elexmedia Computindo, Jakarta. Sastrawidjaya, 2002. Nelayan Nusantara, Pusat Riset Pengolahan Produk Sosial Ekonomi Kelautan dan Perikanan, Jakarta. Singarimbun, M., dan Effendi, S., (1989), Metode Penelitian Survei, Edisi Revisi, Cetakan Pertama, LP3ES, Jakarta. Soekarwati., (2003), Teori Ekonomi Produksi dengan Pokok Bahasan Analisis Cobb-Douglas. Penerbit PT Raja Grafindo Persada, Jakarta. Sudarman, A., (1997), Teori Ekonomi Mikro, Buku 1, Edisi Pertama, penerbit BPFE UGM, Yogyakarta. Sugiyanto, Catur, 1995, Ekonometrika Terapan, Edisi Pertama, Cetakan Pertama, Penerbit BPFE, Yogyakarta. II.
Jurnal dan Referensi Lainnya
Badan Pusat Statistik Sulawesi Utara. 2011. Dinas Perikanan dan Kelautan Sulawesi Utara. 2010 Mahiswara, (1987), “Suatu Analisis Pengaruh Faktor Produksi Terhadap Produksi Pukat Cincin di Prigi, Jawa Timur”, Jurnal Penelitian Perikanan Laut, No. 39 Tahun 1987 hal 55-60.
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Masyhuri, 1999. Usaha Penangkapan Ikan di Jawa dan Madura: Produktivitas dan Pendapatan Buruh Nelayan, Masyarakat Indonesia. XXIV. No. 1. Putro, (2011). Analisis Pola Distribusi Pendapatan Pada Masyarakat Nelayan Pantai. Studi Kasus Di Kecamatan Kragan, Kabupaten Rembang, Jawa Tengah 2010. Skripsi (Tidak diterbitkan). Yogyakarta: Fakultas Ekonomi Universitas Atma Jaya. Sasmita, 2006. Analisis Faktor-faktor yang Mempengaruhi Pendapatan Usaha Nelayan di Kabupaten Asahan, Tesis S2. PPS USU, Medan. Sugiyono, (2010). Pengaruh Kredit Informal Terhadap Peningkatan Pendapatan Nelayan Pantai (Studi Kasus Pada Nelayan Pantai Di Kecamatan Kragan, Kabupaten Rembang, Jawa Tengah). Skripsi (Tidak diterbitkan). Yogyakarta: Fakultas Ekonomi Universitas Atma Jaya. Susilo, S.Y., (1992), Kontribusi Sektor Usaha Kecil, dalam Suara Karya, 8 November. Syauta, Franklin, (1998), “Faktor-Faktor yang Berhubungan Dengan Aplikasi Motorisasi Penangkapan (Studi Kasus di Kecamatan Salahutu Kabupaten Maluku Tengah Provinsi Maluku)”, Jurnal Penelitian Perikanan Indonesia, Vol.IV No. 3 Tahun 1998, hal 60-70.
LAMPIRAN
75
Lampiran 1. Data Penelitian No. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37
Pendapatan bersih (Juta rupiah) 25 20 21 26 27 25 26 27 28 22 19 23 24 25 26 27 20 21 22 23 24 25 29 25 28 22 23 24 24 26 27 28 11 15 16 27 20
Modal Kerja (Juta rupiah) 5 4 5 5 5 5 5 6 7 5 4 5 5 5 5 5 5 4 5 5 5 5 8 5 5 5 5 5 5 5 4 7 4 4 4 6 4
tenaga kerja (Orang) 8 7 6 8 10 8 7 9 10 9 8 7 8 7 8 10 8 7 8 8 8 8 11 8 10 8 8 8 8 6 9 9 5 7 6 9 7
Jarak tempuh (Mil) 80 90 90 110 120 100 100 120 120 100 95 100 100 120 100 110 90 95 100 100 100 110 150 90 130 105 100 100 100 120 95 110 75 90 90 140 80
Lama melaut (Hari) 11 9 11 12 13 12 11 12 13 12 12 12 12 13 12 10 11 12 12 12 12 12 14 11 12 12 12 12 12 13 11 13 7 9 10 12 11
Lama usaha (Tahun) 8 8 10 14 12 8 11 8 12 10 9 10 8 8 8 11 10 10 10 6 10 9 14 10 13 9 7 8 10 9 10 10 5 4 10 9 10
Jenis kapal (Gross ton) 9 7 9 9 9 9 9 10 11 9 7 9 9 9 9 9 9 9 9 9 9 9 12 9 9 9 9 9 9 9 9 10 5 7 8 11 7
76
No. 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74
Pendapatan bersih (Juta rupiah) 17 18 21 22 23 21 21 27 25 21 22 24 26 24 24 22 23 24 25 16 27 15 20 21 22 22 21 23 25 24 24 25 26 24 25 25 26
Modal Kerja (Juta rupiah) 5 4 5 5 5 6 5 5 5 5 6 5 5 5 5 5 5 5 5 4 5 4 4 4 5 4 4 5 5 5 5 5 5 5 5 5 5
tenaga kerja (orang) 7 7 6 9 8 7 7 8 6 8 8 8 8 9 8 8 8 8 8 6 9 7 7 7 7 8 7 9 7 8 8 8 7 8 8 8 8
Jarak tempuh (mil) 90 80 90 100 90 100 90 110 100 90 100 100 120 100 100 105 90 100 100 80 120 80 90 100 90 90 90 110 100 100 100 100 100 100 100 100 110
Lama melaut (hari) 11 8 10 12 11 12 11 12 12 11 12 12 13 12 12 12 10 12 12 10 12 8 11 12 10 11 10 12 12 12 12 12 12 12 12 12 12
Lama usaha (tahun) 6 8 10 10 10 11 5 12 10 10 12 10 7 8 10 11 7 8 10 9 13 3 8 7 12 9 10 10 10 10 7 8 11 10 10 10 8
Jenis kapal (Gross ton) 9 7 9 9 9 10 9 9 9 9 11 9 9 9 9 9 9 9 9 8 9 6 7 9 9 9 8 9 9 9 9 9 9 9 9 9 9
77
No. 75 76 77 78 79 80
Pendapatan bersih (Juta rupiah) 22 23 24 24 25 23
Modal Kerja (Juta rupiah) 5 5 5 5 5 5
tenaga kerja (orang) 8 8 8 8 8 8
Jarak tempuh (mil) 100 100 100 110 100 100
Lama melaut (hari) 12 12 12 12 12 12
Lama usaha (tahun) 13 10 7 10 10 8
Jenis kapal (Gross ton) 9 9 9 9 9 9
78
Lampiran 2. Uji MWD Dependent Variable: Y Method: Least Squares Date: 07/03/12 Time: 17:16 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C X1 X2 X3 X4 X5 X6
-4.903496 -0.385176 0.737255 0.059384 0.821690 0.170983 0.805861
2.258568 0.613668 0.281083 0.027700 0.299535 0.120563 0.485054
-2.171064 -0.627662 2.622912 2.143830 2.743217 1.418208 1.661385
0.0332 0.5322 0.0106 0.0354 0.0076 0.1604 0.1009
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.701659 0.677138 1.884416 259.2247 -160.5418 1.677925
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
23.16250 3.316410 4.188546 4.396973 28.61441 0.000000
Dependent Variable: LOG(Y) Method: Least Squares Date: 07/03/12 Time: 17:19 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C LOG(X1) LOG(X2) LOG(X3) LOG(X4) LOG(X5) LOG(X6)
-0.428105 -0.060796 0.272582 0.247984 0.395161 0.082114 0.372219
0.419535 0.140001 0.096376 0.131253 0.152538 0.045286 0.182444
-1.020429 -0.434251 2.828332 1.889364 2.590574 1.813250 2.040184
0.3109 0.6654 0.0060 0.0628 0.0116 0.0739 0.0450
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.741906 0.720693 0.085818 0.537626 86.58969 1.712614
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
3.130654 0.162382 -1.989742 -1.781315 34.97378 0.000000
79
Dependent Variable: Y Method: Least Squares Date: 07/03/12 Time: 17:23 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C X1 X2 X3 X4 X5 X6 Z1
-6.853810 -0.267308 0.804766 0.055074 0.807874 0.210328 0.916813 19.88036
5.315265 0.682120 0.328011 0.029816 0.303181 0.155246 0.559227 48.98344
-1.289458 -0.391878 2.453472 1.847101 2.664663 1.354802 1.639430 0.405859
0.2014 0.6963 0.0166 0.0688 0.0095 0.1797 0.1055 0.6860
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.702340 0.673401 1.895290 258.6330 -160.4504 1.667973
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
23.16250 3.316410 4.211261 4.449463 24.26953 0.000000
Dependent Variable: LOG(Y) Method: Least Squares Date: 07/03/12 Time: 17:24 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C LOG(X1) LOG(X2) LOG(X3) LOG(X4) LOG(X5) LOG(X6) Z2
-1.037660 0.277158 0.433574 0.212459 0.189161 0.179767 0.453512 -0.249051
0.430806 0.164108 0.101670 0.123071 0.154791 0.051091 0.172116 0.073035
-2.408647 1.688872 4.264530 1.726319 1.222041 3.518602 2.634922 -3.410007
0.0186 0.0956 0.0001 0.0886 0.2257 0.0008 0.0103 0.0011
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.777793 0.756189 0.080180 0.462871 92.57825 1.642683
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
3.130654 0.162382 -2.114456 -1.876254 36.00315 0.000000
80
Lampiran 3. Uji Multikolinearitas Dependent Variable: X1 Method: Least Squares Date: 07/03/12 Time: 17:38 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C X2 X3 X4 X5 X6
-0.492127 0.057466 0.010965 -0.064576 -0.013895 0.535882
0.424001 0.052825 0.005090 0.056242 0.022781 0.067543
-1.160674 1.087860 2.154160 -1.148170 -0.609952 7.933963
0.2495 0.2802 0.0345 0.2546 0.5438 0.0000
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.745128 0.727907 0.356967 9.429466 -27.98760 2.038213
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
4.943750 0.684335 0.849690 1.028342 43.26837 0.000000
Dependent Variable: X2 Method: Least Squares Date: 07/03/12 Time: 17:39 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C X1 X3 X4 X5 X6
1.854565 0.273912 0.033758 0.010168 0.044580 0.078764
0.908858 0.251790 0.010763 0.123873 0.049591 0.200395
2.040544 1.087860 3.136488 0.082081 0.898941 0.393043
0.0449 0.2802 0.0025 0.9348 0.3716 0.6954
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.457754 0.421116 0.779340 44.94539 -90.45194 2.283791
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
7.837500 1.024309 2.411299 2.589951 12.49390 0.000000
81
Dependent Variable: X3 Method: Least Squares Date: 07/03/12 Time: 17:39 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C X1 X2 X4 X5 X6
-0.440583 5.381530 3.475969 4.371389 0.365096 -0.739949
9.478254 2.498203 1.108236 1.149748 0.504175 2.033777
-0.046484 2.154160 3.136488 3.802042 0.724145 -0.363830
0.9631 0.0345 0.0025 0.0003 0.4713 0.7170
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.641765 0.617560 7.908212 4627.947 -275.8288 2.162980
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
100.6250 12.78783 7.045719 7.224371 26.51368 0.000000
Dependent Variable: X4 Method: Least Squares Date: 07/03/12 Time: 17:39 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C X1 X3 X2 X5 X6
2.696740 -0.271045 0.037384 0.008953 0.012603 0.700704
0.818559 0.236067 0.009833 0.109081 0.046767 0.169711
3.294495 -1.148170 3.802042 0.082081 0.269482 4.128817
0.0015 0.2546 0.0003 0.9348 0.7883 0.0001
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.633364 0.608591 0.731330 39.57841 -85.36536 1.686342
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
11.52500 1.168955 2.284134 2.462786 25.56696 0.000000
82
Dependent Variable: X5 Method: Least Squares Date: 07/03/12 Time: 17:40 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C X1 X3 X4 X2 X6
-1.429974 -0.360007 0.019273 0.077792 0.242313 0.878845
2.171375 0.590221 0.026615 0.288672 0.269554 0.456398
-0.658557 -0.609952 0.724145 0.269482 0.898941 1.925611
0.5122 0.5438 0.4713 0.7883 0.3716 0.0580
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.271937 0.222743 1.816968 244.3017 -158.1702 2.413005
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
9.325000 2.060939 4.104254 4.282906 5.527898 0.000222
Dependent Variable: X6 Method: Least Squares Date: 07/03/12 Time: 17:40 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C X1 X3 X4 X5 X2
1.084192 0.857741 -0.002413 0.267209 0.054295 0.026449
0.526409 0.108110 0.006633 0.064718 0.028196 0.067294
2.059600 7.933963 -0.363830 4.128817 1.925611 0.393043
0.0430 0.0000 0.7170 0.0001 0.0580 0.6954
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.798088 0.784445 0.451618 15.09294 -46.80311 2.015440
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
8.875000 0.972729 1.320078 1.498730 58.49916 0.000000
83
Lampiran 4. Uji Normalitas
12 S eries: Residuals S ample 1 80 Observations 80
10 8 6 4 2 0 -4
-3
-2
-1
0
1
2
3
Mean Median Maximum Minimum S td. Dev. S kewness K urtosis
-1.30E -15 0.170029 3.557990 -3.993249 1.811443 -0.302287 2.463479
Jarque-B era P robability
2.177883 0.336573
84
Lampiran 5. Uji Autokorelasi Breusch-Godfrey Serial Correlation LM Test: F-statistic Obs*R-squared
0.936481 2.056139
Probability Probability
0.396792 0.357697
Test Equation: Dependent Variable: RESID Method: Least Squares Date: 07/03/12 Time: 18:09 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C X1 X2 X3 X4 X5 X6 RESID(-1) RESID(-2)
0.174218 -0.085539 -0.015024 -0.004133 -0.008804 -0.003283 0.102848 0.155597 -0.079646
2.264130 0.629677 0.281892 0.028237 0.299873 0.121688 0.493223 0.121880 0.122423
0.076947 -0.135846 -0.053298 -0.146376 -0.029360 -0.026980 0.208522 1.276643 -0.650583
0.9389 0.8923 0.9576 0.8840 0.9767 0.9786 0.8354 0.2059 0.5174
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.025702 -0.084078 1.886058 252.5622 -159.5003 1.970261
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
-1.75E-15 1.811443 4.212508 4.480486 0.234120 0.983204
85
Lampiran 6. Uji Heteroskedastisitas White Heteroskedasticity Test: F-statistic Obs*R-squared
1.048364 28.19804
Probability Probability
0.430253 0.400818
Test Equation: Dependent Variable: RESID^2 Method: Least Squares Date: 10/15/12 Time: 10:14 Sample: 1 80 Included observations: 80 Variable
Coefficient
Std. Error
t-Statistic
Prob.
C X1 X1^2 X1*X2 X1*X3 X1*X4 X1*X5 X1*X6 X2 X2^2 X2*X3 X2*X4 X2*X5 X2*X6 X3 X3^2 X3*X4 X3*X5 X3*X6 X4 X4^2 X4*X5 X4*X6 X5 X5^2 X5*X6 X6 X6^2
-42.01882 -53.10153 -1.635580 0.096347 0.342462 0.778487 -0.257550 2.891629 -5.406499 0.954402 -0.168771 1.007041 0.073982 -0.652774 2.491940 0.012900 -0.242524 0.006409 -0.315720 -2.127329 0.783892 0.321637 -0.754666 -4.794578 0.014871 0.106278 24.95700 0.391300
71.36773 22.02386 2.248678 2.411269 0.331486 4.013868 1.558020 6.430336 10.57266 0.679729 0.114818 1.127693 0.773723 2.498190 1.375098 0.008105 0.169251 0.049395 0.233084 13.25339 1.384771 0.519888 2.521477 5.158711 0.140204 1.131801 16.38496 3.622774
-0.588765 -2.411091 -0.727352 0.039957 1.033110 0.193949 -0.165306 0.449685 -0.511366 1.404093 -1.469896 0.893010 0.095618 -0.261299 1.812191 1.591690 -1.432925 0.129742 -1.354535 -0.160512 0.566081 0.618666 -0.299295 -0.929414 0.106064 0.093902 1.523165 0.108011
0.5586 0.0195 0.4703 0.9683 0.3063 0.8470 0.8693 0.6548 0.6113 0.1662 0.1476 0.3760 0.9242 0.7949 0.0757 0.1175 0.1579 0.8973 0.1814 0.8731 0.5738 0.5388 0.7659 0.3570 0.9159 0.9255 0.1338 0.9144
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.352475 0.016261 3.912472 795.9865 -205.4173 2.167031
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
3.240309 3.944675 5.835433 6.669142 1.048364 0.430253
86
Lampiran 7. Uji Hipotesis Dependent Variable: DY Method: Least Squares Date: 10/15/12 Time: 10:25 Sample(adjusted): 2 80 Included observations: 79 after adjusting endpoints Variable
Coefficient
Std. Error
t-Statistic
Prob.
C DX1 DX2 DX3 DX4 DX5 DX6
-0.047246 -0.558853 0.682443 0.062671 0.479020 0.222573 0.871805
0.269893 0.558836 0.239162 0.024206 0.300583 0.100933 0.449153
-0.175055 -1.000030 2.853472 2.589100 1.593638 2.205171 1.940999
0.8615 0.3206 0.0056 0.0116 0.1154 0.0306 0.0562
R-squared Adjusted R-squared S.E. of regression Sum squared resid Log likelihood Durbin-Watson stat
0.669740 0.642219 2.398289 414.1291 -177.5370 2.659228
Mean dependent var S.D. dependent var Akaike info criterion Schwarz criterion F-statistic Prob(F-statistic)
-0.025316 4.009523 4.671822 4.881773 24.33503 0.000000
87
Lampiran 8. Tabel Distribusi F 5% DF
K (jumlah variabel independen) 4 5 6 7
1
2
3
8
9
10
51
4.03
3.18
2.79
2.55
2.40
2.28
2.20
2.13
2.07
2.02
52
4.03
3.18
2.78
2.55
2.39
2.28
2.19
2.12
2.07
2.02
53
4.02
3.17
2.78
2.55
2.39
2.28
2.19
2.12
2.06
2.01
54
4.02
3.17
2.78
2.54
2.39
2.27
2.18
2.12
2.06
2.01
55
4.02
3.16
2.77
2.54
2.38
2.27
2.18
2.11
2.06
2.01
56
4.01
3.16
2.77
2.54
2.38
2.27
2.18
2.11
2.05
2.00
57
4.01
3.16
2.77
2.53
2.38
2.26
2.18
2.11
2.05
2.00
58
4.01
3.16
2.76
2.53
2.37
2.26
2.17
2.10
2.05
2.00
59
4.00
3.15
2.76
2.53
2.37
2.26
2.17
2.10
2.04
2.00
60
4.00
3.15
2.76
2.53
2.37
2.25
2.17
2.10
2.04
1.99
61
4.00
3.15
2.76
2.52
2.37
2.25
2.16
2.09
2.04
1.99
62
4.00
3.15
2.75
2.52
2.36
2.25
2.16
2.09
2.03
1.99
63
3.99
3.14
2.75
2.52
2.36
2.25
2.16
2.09
2.03
1.98
64
3.99
3.14
2.75
2.52
2.36
2.24
2.16
2.09
2.03
1.98
65
3.99
3.14
2.75
2.51
2.36
2.24
2.15
2.08
2.03
1.98
66
3.99
3.14
2.74
2.51
2.35
2.24
2.15
2.08
2.03
1.98
67
3.98
3.13
2.74
2.51
2.35
2.24
2.15
2.08
2.02
1.98
68
3.98
3.13
2.74
2.51
2.35
2.24
2.15
2.08
2.02
1.97
69
3.98
3.13
2.74
2.50
2.35
2.23
2.15
2.08
2.02
1.97
70
3.98
3.13
2.74
2.50
2.35
2.23
2.14
2.07
2.02
1.97
71
3.98
3.13
2.73
2.50
2.34
2.23
2.14
2.07
2.01
1.97
72
3.97
3.12
2.73
2.50
2.34
2.23
2.14
2.07
2.01
1.96
73
3.97
3.12
2.73
2.50
2.34
2.23
2.14
2.07
2.01
1.96
74
3.97
3.12
2.73
2.50
2.34
2.22
2.14
2.07
2.01
1.96
75
3.97
3.12
2.73
2.49
2.34
2.22
2.13
2.06
2.01
1.96
76
3.97
3.12
2.72
2.49
2.33
2.22
2.13
2.06
2.01
1.96
77
3.97
3.12
2.72
2.49
2.33
2.22
2.13
2.06
2.00
1.96
78
3.96
3.11
2.72
2.49
2.33
2.22
2.13
2.06
2.00
1.95
79
3.96
3.11
2.72
2.49
2.33
2.22
2.13
2.06
2.00
1.95
80
3.96
3.11
2.72
2.49
2.33
2.21
2.13
2.06
2.00
1.95
88
Lampiran 9. Tabel Distribusi t 5% 1 sisi DF
5% (1 sisi)
5% (2 sisi)
DF
5% (1 sisi)
5% (2 sisi)
DF
5% (1 sisi)
5% (2 sisi)
DF
5% (1 sisi)
5% (2 sisi)
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50
6.314 2.920 2.353 2.132 2.015 1.943 1.895 1.860 1.833 1.812 1.796 1.782 1.771 1.761 1.753 1.746 1.740 1.734 1.729 1.725 1.721 1.717 1.714 1.711 1.708 1.706 1.703 1.701 1.699 1.697 1.696 1.694 1.692 1.691 1.690 1.688 1.687 1.686 1.685 1.684 1.683 1.682 1.681 1.680 1.679 1.679 1.678 1.677 1.677 1.676
12.706 4.303 3.182 2.776 2.571 2.447 2.365 2.306 2.262 2.228 2.201 2.179 2.160 2.145 2.131 2.120 2.110 2.101 2.093 2.086 2.080 2.074 2.069 2.064 2.060 2.056 2.052 2.048 2.045 2.042 2.040 2.037 2.035 2.032 2.030 2.028 2.026 2.024 2.023 2.021 2.020 2.018 2.017 2.015 2.014 2.013 2.012 2.011 2.010 2.009
51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100
1.675 1.675 1.674 1.674 1.673 1.673 1.672 1.672 1.671 1.671 1.670 1.670 1.669 1.669 1.669 1.668 1.668 1.668 1.667 1.667 1.667 1.666 1.666 1.666 1.665 1.665 1.665 1.665 1.664 1.664 1.664 1.664 1.663 1.663 1.663 1.663 1.663 1.662 1.662 1.662 1.662 1.662 1.661 1.661 1.661 1.661 1.661 1.661 1.660 1.660
2.008 2.007 2.006 2.005 2.004 2.003 2.002 2.002 2.001 2.000 2.000 1.999 1.998 1.998 1.997 1.997 1.996 1.995 1.995 1.994 1.994 1.993 1.993 1.993 1.992 1.992 1.991 1.991 1.990 1.990 1.990 1.989 1.989 1.989 1.988 1.988 1.988 1.987 1.987 1.987 1.986 1.986 1.986 1.986 1.985 1.985 1.985 1.984 1.984 1.984
101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150
1.660 1.660 1.660 1.660 1.659 1.659 1.659 1.659 1.659 1.659 1.659 1.659 1.658 1.658 1.658 1.658 1.658 1.658 1.658 1.658 1.658 1.657 1.657 1.657 1.657 1.657 1.657 1.657 1.657 1.657 1.657 1.656 1.656 1.656 1.656 1.656 1.656 1.656 1.656 1.656 1.656 1.656 1.656 1.656 1.655 1.655 1.655 1.655 1.655 1.655
1.984 1.983 1.983 1.983 1.983 1.983 1.982 1.982 1.982 1.982 1.982 1.981 1.981 1.981 1.981 1.981 1.980 1.980 1.980 1.980 1.980 1.980 1.979 1.979 1.979 1.979 1.979 1.979 1.979 1.978 1.978 1.978 1.978 1.978 1.978 1.978 1.977 1.977 1.977 1.977 1.977 1.977 1.977 1.977 1.976 1.976 1.976 1.976 1.976 1.976
151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200
1.655 1.655 1.655 1.655 1.655 1.655 1.655 1.655 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.654 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653 1.653
1.976 1.976 1.976 1.975 1.975 1.975 1.975 1.975 1.975 1.975 1.975 1.975 1.975 1.975 1.974 1.974 1.974 1.974 1.974 1.974 1.974 1.974 1.974 1.974 1.974 1.974 1.973 1.973 1.973 1.973 1.973 1.973 1.973 1.973 1.973 1.973 1.973 1.973 1.973 1.973 1.972 1.972 1.972 1.972 1.972 1.972 1.972 1.972 1.972 1.972
89
Lampiran 10. Tabel Distribusi Chi Square (X2) 5% Df 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50
5% 3.84 5.99 7.81 9.49 11.07 12.59 14.07 15.51 16.92 18.31 19.68 21.03 22.36 23.68 25.00 26.30 27.59 28.87 30.14 31.41 32.67 33.92 35.17 36.42 37.65 38.89 40.11 41.34 42.56 43.77 44.99 46.19 47.40 48.60 49.80 51.00 52.19 53.38 54.57 55.76 56.94 58.12 59.30 60.48 61.66 62.83 64.00 65.17 66.34 67.50
DF 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100
5% 68.67 69.83 70.99 72.15 73.31 74.47 75.62 76.78 77.93 79.08 80.23 81.38 82.53 83.68 84.82 85.96 87.11 88.25 89.39 90.53 91.67 92.81 93.95 95.08 96.22 97.35 98.48 99.62 100.75 101.88 103.01 104.14 105.27 106.39 107.52 108.65 109.77 110.90 112.02 113.15 114.27 115.39 116.51 117.63 118.75 119.87 120.99 122.11 123.23 124.34
DF 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150
5% 125.46 126.57 127.69 128.80 129.92 131.03 132.14 133.26 134.37 135.48 136.59 137.70 138.81 139.92 141.03 142.14 143.25 144.35 145.46 146.57 147.67 148.78 149.88 150.99 152.09 153.20 154.30 155.40 156.51 157.61 158.71 159.81 160.91 162.02 163.12 164.22 165.32 166.42 167.51 168.61 169.71 170.81 171.91 173.00 174.10 175.20 176.29 177.39 178.49 179.58
DF 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200
5% 180.68 181.77 182.86 183.96 185.05 186.15 187.24 188.33 189.42 190.52 191.61 192.70 193.79 194.88 195.97 197.06 198.15 199.24 200.33 201.42 202.51 203.60 204.69 205.78 206.87 207.95 209.04 210.13 211.22 212.30 213.39 214.48 215.56 216.65 217.73 218.82 219.91 220.99 222.08 223.16 224.24 225.33 226.41 227.50 228.58 229.66 230.75 231.83 232.91 233.99