Analisis Pola Konsumsi Masyarakat Kota Medan
LAMPIRAN 1
DAFTAR KUISIONER PENELITIAN
Daftar kuisioner ini bertujuan untuk mengumpulkan data,fakta daan informasi
guna melengkapi bahan penulisan skripsi yang diajukan oleh :
Nama
: Tulus Pane
Strata/Jurusan
: S1/Ekonomi Pembangunan
Fakultas
: Ekonomi dan Bisnis
Universitas Sumatera Utara
Dengan judul “Analisis Pola Konsumsi Masyarakat Kota Medan”
Responden adalah masyarakat Kota Medan.
Kepada Yth Bapak/Ibu dimohon untuk memberikan jawaban yag jujur dan terbaik
terhadap kuisioner ini.
Atas partisipasinya saya ucapkan terimaksih.
I.
Identitas Responden
Nama
:
Umur
:
Alamat
:
Kecamatan
:
Jumlah Anggota Keluarga (intri,anak,diri sendiri):
Jumlah Tanggungan Keluarga
:
a. Bersekolah
:
b. Tidak bersekolah
:
Pendidikan Kepala Keluarga Tangga
a. SD/MI
b. SMP/MTs
c. SMA/MA
d. D3/S1
Pendidikan Istri
a. SD/MI
b. SMP/MTs
c. SMA/MA
d. D3/S1
Orang
Orang
Orang
Orang
Universitas Sumatera Utara
II.
Pekerjaan
a. Petani
b. Buruh
c. Wiraswasta
d. PNS
e. Lainnya
Penghasilan /Bulan
a. Suami
b. Istri
…………………………
: Rp.
: Rp.
Daftar Pertanyaan
Apakah dalam sebulan anda ada menabung dalam / bulan atau tahun ?
Ada
: Rp
Tidak ada
Berapa pengeluaran belanja mingguan anda untuk konsumsi makanan ?
(Rupiah)
a. Pangan (makanan dan minuman,rokok)
: Rp
Berapa pengeluaran belanja bulanan anda untuk non makanan ? (Rupiah)
a. Sandang ( pakaian,tutup kepala/kaki,dll)
:Rp
b. Transfortasi
: Rp
c. Komunikasi
: Rp
d. Rekreasi
: Rp
e. Kesehatan
: Rp
f. Perumahan (air,listrik,gas,sewa rumah)
: Rp
g. Biaya Pendidikan Anak / tahun
SD/MI
: Rp
SMP/MTs
: Rp
SMA/MA
: Rp
Pendidikan Tinggi
: Rp
Pengeluaran Lain-lain
: Rp
Universitas Sumatera Utara
LAMPIRAN 2
DATA VARIABEL REGRESI
NO
C
X1
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
3500000
2700000
18000000
15000000
2300000
4000000
3500000
1500000
2800000
6000000
5500000
1500000
4500000
5000000
5000000
5800000
3400000
3500000
1650000
3500000
3500000
2600000
2600000
2700000
4000000
3000000
5400000
3200000
11000000
3200000
4700000
2700000
1500000
6000000
7500000
7000000
4100000
900000
25000000
20000000
2500000
4500000
5500000
900000
750000
7000000
6500000
1800000
5000000
6000000
6000000
7000000
3500000
4000000
1750000
40000000
5000000
2600000
2600000
3500000
4800000
3200000
6000000
4000000
15000000
3200000
6200000
3000000
1500000
4500000
4900000
4200000
X2
X3
9
9
15
18
12
13
12
9
12
16
15
6
12
16
16
6
12
9
6
13
12
6
12
12
9
12
15
12
16
9
16
12
6
16
18
18
X4
30
32
65
61
31
38
40
32
38
47
43
38
42
42
44
40
37
35
38
40
44
31
38
27
25
32
48
40
57
37
35
35
28
49
55
53
X5
3
7
6
3
4
3
5
3
3
4
3
4
3
4
4
6
3
4
5
4
4
4
3
4
4
4
3
4
5
5
5
3
3
4
4
5
6600000
800000
5000000
5000000
200000
6500000
2000000
2000000
7700000
1000000
1000000
300000
500000
1000000
1000000
200000
3100000
3500000
3100000
3500000
1500000
4100000
4700000
3800000
3800000
3200000
3500000
3800000
4000000
4200000
1500000
3600000
4500000
4900000
1500000
4200000
Universitas Sumatera Utara
37
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
75
76
77
3500000
6000000
1500000
2500000
14000000
4000000
12000000
5000000
6500000
6000000
5500000
1300000
1600000
3000000
2200000
7000000
5000000
3000000
2000000
1200000
5700000
3000000
2500000
3200000
2200000
1800000
1500000
3000000
1200000
3000000
2700000
2000000
2000000
1700000
1000000
3000000
5000000
5000000
4500000
5000000
5500000
4500000
4000000
1500000
2800000
4200000
800000
4000000
4700000
900000
800000
700000
1800000
2100000
3500000
3200000
1200000
900000
3500000
2800000
1500000
950000
3000000
2800000
3800000
2500000
2100000
1500000
3500000
1500000
3500000
3300000
2000000
2500000
2000000
1200000
3500000
1000000
1200000
1500000
1600000
1500000
12
18
6
9
18
13
16
15
16
13
12
6
9
12
12
16
16
12
9
12
12
9
12
12
9
9
9
12
9
12
12
12
12
9
6
12
16
12
9
15
13
30
51
30
40
55
47
59
43
46
42
40
26
28
38
32
56
49
34
51
52
49
42
29
41
29
22
41
32
38
40
38
33
34
31
30
39
50
51
53
52
51
5 1000000
4 3000000
4 4100000
5 4300000
4 4000000
4 4500000
6 8000000
4 1000000
3 2000000
3 7500000
4 1000000
5 4100000
3 4700000
5 4900000
4 9000000
5 15000000
4 10000000
5 4500000
5 4300000
3 13000000
5 4500000
4 7000000
2 4300000
5 5000000
5 6500000
5 4300000
2 8500000
5 4500000
3 9300000
5 6500000
2 7600000
5
0
5 5500000
5 7300000
3 8200000
5 8500000
5 5000000
2 2000000
5 6500000
6 9000000
5 7000000
Universitas Sumatera Utara
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
6500000
2500000
2500000
4500000
3400000
9500000
4500000
5200000
6500000
6800000
4000000
3000000
5000000
8000000
2200000
3500000
6000000
5500000
2500000
3000000
11200000
3000000
4000000
850000
3000000
2800000
950000
3900000
11500000
750000
1700000
1800000
13500000
2500000
3300000
2500000
2400000
2500000
4000000
2500000
2500000
3000000
4500000
15000000
2000000
2500000
16
15
9
15
13
20
13
15
16
20
15
9
18
15
6
9
13
15
15
13
20
6
6
43
29
46
30
42
38
49
52
58
48
43
46
50
58
56
55
59
51
45
41
58
29
44
4 2000000
5
0
4 9300000
6 10000000
5 9500000
5 2000000
6 6000000
4 7500000
5 2000000
3 6700000
6 2500000
5 3400000
6 2500000
1 6000000
7 3500000
5 4500000
1 2500000
2 3100000
4 4500000
6 2500000
3 3800000
6 2900000
7
0
Universitas Sumatera Utara
LAMPIRAN 3
Hasil Regres C = α + β1X1 + β2X2 + β3 X3+ β4X4 + β5X5 + μ
Dependent Variable: C
Method: Least Squares
Date: 02/10/16 Time: 01:13
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
C
X1
X2
X3
X4
X5
0.280621
0.452849
2.080416
3.861608
5.723946
0.213642
0.654675
0.034056
58689.60
19283.93
122971.8
0.129763
3.034948
4.088120
3.544778
3.039634
4.428292
2.418860
0.0001
0.0000
0.0006
0.0031
0.0032
0.0009
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.786630
0.775280
1348665.
1.71E+14
1550.263
69.30974
0.192062
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
4268500.
2845009.
31.12525
31.28156
31.18852
1.516580
LAMPIRAN 4
UJI MULTIKOLINEARITAS
Hasil Regres Matrix Correlation
X1
X2
X3
X4
X5
X1
1.000000
0.578433
0.528960
0.291099
0.654705
X2
0.578433
1.000000
0.606376
0.250661
0.616804
X3
0.528960
0.606376
1.000000
0.362366
0.585204
X4
0.291099
0.250661
0.362366
1.000000
0.283105
X5
0.654705
0.616804
0.585204
0.283105
1.000000
Universitas Sumatera Utara
Hasil Regres VIF
Variance Inflation Factors
Date: 02/10/16 Time: 01:20
Sample: 1 100
Included observations: 100
Variable
Coefficient
Variance
Uncentered
VIF
Centered
VIF
C
X1
X2
X3
X4
X5
2.808621
0.001160
3.44E+09
3.72E+08
1.51E+10
0.016838
32.21403
4.230702
30.18198
37.49901
6.243711
3.584837
NA
1.971350
1.995972
1.913665
1.171506
2.193361
Hasil Regres X1 = α + β1C + β2X2 + β3X3+ β4X4 + β5X5 + μ
Dependent Variable: X1
Method: Least Squares
Date: 02/10/16 Time: 01:14
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
Co
C
X2
X3
X4
X5
1.154563
2.808621
80362.73
12979.91
154290.8
0.757009
0.257249
2278716.
171544.7
55527.26
353719.2
0.370015
4.488120
0.016830
0.468465
0.233757
0.436196
2.045886
0.0000
0.9866
0.6405
0.8157
0.6637
0.0436
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.582252
0.560032
3706657.
1.29E+15
1651.364
26.20325
0.051300
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
5952500.
5588197.
33.14728
33.30359
33.21054
1.993699
Hasil Regres X2 = α + β1C + β2X1 + β3X3+ β4X4 + β5X5 + μ
Dependent Variable: X2
Method: Least Squares
Date: 02/10/16 Time: 01:15
Universitas Sumatera Utara
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
Co
C
X1
X3
X4
X5
5.67E-07
7.216027
2.90E-08
0.063685
0.242780
2.73E-07
1.60E-07
1.148405
6.19E-08
0.032704
0.211163
2.25E-07
3.544778
6.283523
0.468465
1.947339
1.149729
1.212097
0.0006
0.0000
0.6405
0.0545
0.2532
0.2285
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.558066
0.534559
2.226050
465.7979
218.8229
23.74034
0.061030
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
12.20000
3.262892
4.496459
4.652769
4.559720
1.705152
Hasil Regres X3= α + β1C + β2X1 + β3X2+ β4X4 + β5X5 + μ
Dependent Variable: X3
Method: Least Squares
Date: 02/10/16 Time: 01:16
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
Co
C
X1
X2
X4
X5
1.53E-06
25.38466
4.48E-08
0.608893
0.707192
7.42E-07
5.02E-07
3.324229
1.91E-07
0.312679
0.653450
6.98E-07
3.039634
7.636255
0.233757
1.947339
1.082244
1.062603
0.0031
0.0000
0.8157
0.0545
0.2819
0.2907
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.524209
0.498901
6.883131
4453.484
331.7074
20.71311
0.210050
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
41.72000
9.723532
6.754149
6.910459
6.817410
1.368423
Hasil Regres X4 = α + β1C + β2X1 + β3X2+ β4X3 + β5X5 + μ
Dependent Variable: X4
Method: Least Squares
Date: 02/10/16 Time: 01:16
Sample: 1 100
Included observations: 100
Universitas Sumatera Utara
Variable
Coefficient
Std. Error
t-Statistic
Prob.
Co
C
X1
X2
X3
X5
2.39E-07
1.583351
1.31E-08
0.057120
0.017402
6.81E-08
7.88E-08
0.643385
3.00E-08
0.049681
0.016080
1.10E-07
3.028292
2.460971
0.436196
1.149729
1.082244
0.619066
0.0032
0.0157
0.6637
0.2532
0.2819
0.5374
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.222273
0.180904
1.079744
109.5896
146.4725
5.372992
0.000217
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
2.470000
1.193035
3.049449
3.205759
3.112711
1.656848
Hasil Regres X5 = α + β1C + β2X1 + β3X2+ β4X3 + β5X4 + μ
Dependent Variable: X5
Method: Least Squares
Date: 02/10/16 Time: 01:17
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
Co
C
X1
X2
X3
X4
0.249288
1380853.
0.056314
56339.05
16001.73
59663.36
0.072916
604969.6
0.027525
46480.64
15058.99
96376.33
3.418860
-2.282517
2.045886
1.212097
1.062603
-0.619066
0.0009
0.0247
0.0436
0.2285
0.2907
0.5374
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.594501
0.572932
1010971.
9.61E+13
1521.442
27.56264
0.052010
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
1226000.
1546999.
30.54884
30.70515
30.61211
1.960322
Universitas Sumatera Utara
LAMPIRAN 5
UJI HETEROKEDASTISITAS
Heteroskedasticity Test: White
F-statistic
Obs*R-squared
Scaled explained SS
59.27478
75.92052
249.5070
Prob. F(5,94)
Prob. Chi-Square(5)
Prob. Chi-Square(5)
0.2131
0.1920
0.0601
Test Equation:
Dependent Variable: RESID^2
Method: Least Squares
Date: 02/10/16 Time: 01:19
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
C
X1^2
X2^2
X3^2
X4^2
X5^2
8.99E+10
0.021529
1.15E+09
3.30E+08
1.29E+10
0.011772
6.77E+11
0.001412
4.06E+09
3.94E+08
3.54E+10
0.031289
0.132783
15.25146
0.281925
0.838168
0.363815
0.376233
0.8946
0.0000
0.7786
0.4041
0.7168
0.7076
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.759205
0.746397
2.36E+12
5.24E+26
2987.776
59.27478
0.192062
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
1.71E+12
4.69E+12
59.87552
60.03183
59.93878
1.464653
Universitas Sumatera Utara
PETA KOTA MEDAN
Universitas Sumatera Utara
DAFTAR KUISIONER PENELITIAN
Daftar kuisioner ini bertujuan untuk mengumpulkan data,fakta daan informasi
guna melengkapi bahan penulisan skripsi yang diajukan oleh :
Nama
: Tulus Pane
Strata/Jurusan
: S1/Ekonomi Pembangunan
Fakultas
: Ekonomi dan Bisnis
Universitas Sumatera Utara
Dengan judul “Analisis Pola Konsumsi Masyarakat Kota Medan”
Responden adalah masyarakat Kota Medan.
Kepada Yth Bapak/Ibu dimohon untuk memberikan jawaban yag jujur dan terbaik
terhadap kuisioner ini.
Atas partisipasinya saya ucapkan terimaksih.
I.
Identitas Responden
Nama
:
Umur
:
Alamat
:
Kecamatan
:
Jumlah Anggota Keluarga (intri,anak,diri sendiri):
Jumlah Tanggungan Keluarga
:
a. Bersekolah
:
b. Tidak bersekolah
:
Pendidikan Kepala Keluarga Tangga
a. SD/MI
b. SMP/MTs
c. SMA/MA
d. D3/S1
Pendidikan Istri
a. SD/MI
b. SMP/MTs
c. SMA/MA
d. D3/S1
Orang
Orang
Orang
Orang
Universitas Sumatera Utara
II.
Pekerjaan
a. Petani
b. Buruh
c. Wiraswasta
d. PNS
e. Lainnya
Penghasilan /Bulan
a. Suami
b. Istri
…………………………
: Rp.
: Rp.
Daftar Pertanyaan
Apakah dalam sebulan anda ada menabung dalam / bulan atau tahun ?
Ada
: Rp
Tidak ada
Berapa pengeluaran belanja mingguan anda untuk konsumsi makanan ?
(Rupiah)
a. Pangan (makanan dan minuman,rokok)
: Rp
Berapa pengeluaran belanja bulanan anda untuk non makanan ? (Rupiah)
a. Sandang ( pakaian,tutup kepala/kaki,dll)
:Rp
b. Transfortasi
: Rp
c. Komunikasi
: Rp
d. Rekreasi
: Rp
e. Kesehatan
: Rp
f. Perumahan (air,listrik,gas,sewa rumah)
: Rp
g. Biaya Pendidikan Anak / tahun
SD/MI
: Rp
SMP/MTs
: Rp
SMA/MA
: Rp
Pendidikan Tinggi
: Rp
Pengeluaran Lain-lain
: Rp
Universitas Sumatera Utara
LAMPIRAN 2
DATA VARIABEL REGRESI
NO
C
X1
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
3500000
2700000
18000000
15000000
2300000
4000000
3500000
1500000
2800000
6000000
5500000
1500000
4500000
5000000
5000000
5800000
3400000
3500000
1650000
3500000
3500000
2600000
2600000
2700000
4000000
3000000
5400000
3200000
11000000
3200000
4700000
2700000
1500000
6000000
7500000
7000000
4100000
900000
25000000
20000000
2500000
4500000
5500000
900000
750000
7000000
6500000
1800000
5000000
6000000
6000000
7000000
3500000
4000000
1750000
40000000
5000000
2600000
2600000
3500000
4800000
3200000
6000000
4000000
15000000
3200000
6200000
3000000
1500000
4500000
4900000
4200000
X2
X3
9
9
15
18
12
13
12
9
12
16
15
6
12
16
16
6
12
9
6
13
12
6
12
12
9
12
15
12
16
9
16
12
6
16
18
18
X4
30
32
65
61
31
38
40
32
38
47
43
38
42
42
44
40
37
35
38
40
44
31
38
27
25
32
48
40
57
37
35
35
28
49
55
53
X5
3
7
6
3
4
3
5
3
3
4
3
4
3
4
4
6
3
4
5
4
4
4
3
4
4
4
3
4
5
5
5
3
3
4
4
5
6600000
800000
5000000
5000000
200000
6500000
2000000
2000000
7700000
1000000
1000000
300000
500000
1000000
1000000
200000
3100000
3500000
3100000
3500000
1500000
4100000
4700000
3800000
3800000
3200000
3500000
3800000
4000000
4200000
1500000
3600000
4500000
4900000
1500000
4200000
Universitas Sumatera Utara
37
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
75
76
77
3500000
6000000
1500000
2500000
14000000
4000000
12000000
5000000
6500000
6000000
5500000
1300000
1600000
3000000
2200000
7000000
5000000
3000000
2000000
1200000
5700000
3000000
2500000
3200000
2200000
1800000
1500000
3000000
1200000
3000000
2700000
2000000
2000000
1700000
1000000
3000000
5000000
5000000
4500000
5000000
5500000
4500000
4000000
1500000
2800000
4200000
800000
4000000
4700000
900000
800000
700000
1800000
2100000
3500000
3200000
1200000
900000
3500000
2800000
1500000
950000
3000000
2800000
3800000
2500000
2100000
1500000
3500000
1500000
3500000
3300000
2000000
2500000
2000000
1200000
3500000
1000000
1200000
1500000
1600000
1500000
12
18
6
9
18
13
16
15
16
13
12
6
9
12
12
16
16
12
9
12
12
9
12
12
9
9
9
12
9
12
12
12
12
9
6
12
16
12
9
15
13
30
51
30
40
55
47
59
43
46
42
40
26
28
38
32
56
49
34
51
52
49
42
29
41
29
22
41
32
38
40
38
33
34
31
30
39
50
51
53
52
51
5 1000000
4 3000000
4 4100000
5 4300000
4 4000000
4 4500000
6 8000000
4 1000000
3 2000000
3 7500000
4 1000000
5 4100000
3 4700000
5 4900000
4 9000000
5 15000000
4 10000000
5 4500000
5 4300000
3 13000000
5 4500000
4 7000000
2 4300000
5 5000000
5 6500000
5 4300000
2 8500000
5 4500000
3 9300000
5 6500000
2 7600000
5
0
5 5500000
5 7300000
3 8200000
5 8500000
5 5000000
2 2000000
5 6500000
6 9000000
5 7000000
Universitas Sumatera Utara
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
6500000
2500000
2500000
4500000
3400000
9500000
4500000
5200000
6500000
6800000
4000000
3000000
5000000
8000000
2200000
3500000
6000000
5500000
2500000
3000000
11200000
3000000
4000000
850000
3000000
2800000
950000
3900000
11500000
750000
1700000
1800000
13500000
2500000
3300000
2500000
2400000
2500000
4000000
2500000
2500000
3000000
4500000
15000000
2000000
2500000
16
15
9
15
13
20
13
15
16
20
15
9
18
15
6
9
13
15
15
13
20
6
6
43
29
46
30
42
38
49
52
58
48
43
46
50
58
56
55
59
51
45
41
58
29
44
4 2000000
5
0
4 9300000
6 10000000
5 9500000
5 2000000
6 6000000
4 7500000
5 2000000
3 6700000
6 2500000
5 3400000
6 2500000
1 6000000
7 3500000
5 4500000
1 2500000
2 3100000
4 4500000
6 2500000
3 3800000
6 2900000
7
0
Universitas Sumatera Utara
LAMPIRAN 3
Hasil Regres C = α + β1X1 + β2X2 + β3 X3+ β4X4 + β5X5 + μ
Dependent Variable: C
Method: Least Squares
Date: 02/10/16 Time: 01:13
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
C
X1
X2
X3
X4
X5
0.280621
0.452849
2.080416
3.861608
5.723946
0.213642
0.654675
0.034056
58689.60
19283.93
122971.8
0.129763
3.034948
4.088120
3.544778
3.039634
4.428292
2.418860
0.0001
0.0000
0.0006
0.0031
0.0032
0.0009
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.786630
0.775280
1348665.
1.71E+14
1550.263
69.30974
0.192062
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
4268500.
2845009.
31.12525
31.28156
31.18852
1.516580
LAMPIRAN 4
UJI MULTIKOLINEARITAS
Hasil Regres Matrix Correlation
X1
X2
X3
X4
X5
X1
1.000000
0.578433
0.528960
0.291099
0.654705
X2
0.578433
1.000000
0.606376
0.250661
0.616804
X3
0.528960
0.606376
1.000000
0.362366
0.585204
X4
0.291099
0.250661
0.362366
1.000000
0.283105
X5
0.654705
0.616804
0.585204
0.283105
1.000000
Universitas Sumatera Utara
Hasil Regres VIF
Variance Inflation Factors
Date: 02/10/16 Time: 01:20
Sample: 1 100
Included observations: 100
Variable
Coefficient
Variance
Uncentered
VIF
Centered
VIF
C
X1
X2
X3
X4
X5
2.808621
0.001160
3.44E+09
3.72E+08
1.51E+10
0.016838
32.21403
4.230702
30.18198
37.49901
6.243711
3.584837
NA
1.971350
1.995972
1.913665
1.171506
2.193361
Hasil Regres X1 = α + β1C + β2X2 + β3X3+ β4X4 + β5X5 + μ
Dependent Variable: X1
Method: Least Squares
Date: 02/10/16 Time: 01:14
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
Co
C
X2
X3
X4
X5
1.154563
2.808621
80362.73
12979.91
154290.8
0.757009
0.257249
2278716.
171544.7
55527.26
353719.2
0.370015
4.488120
0.016830
0.468465
0.233757
0.436196
2.045886
0.0000
0.9866
0.6405
0.8157
0.6637
0.0436
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.582252
0.560032
3706657.
1.29E+15
1651.364
26.20325
0.051300
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
5952500.
5588197.
33.14728
33.30359
33.21054
1.993699
Hasil Regres X2 = α + β1C + β2X1 + β3X3+ β4X4 + β5X5 + μ
Dependent Variable: X2
Method: Least Squares
Date: 02/10/16 Time: 01:15
Universitas Sumatera Utara
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
Co
C
X1
X3
X4
X5
5.67E-07
7.216027
2.90E-08
0.063685
0.242780
2.73E-07
1.60E-07
1.148405
6.19E-08
0.032704
0.211163
2.25E-07
3.544778
6.283523
0.468465
1.947339
1.149729
1.212097
0.0006
0.0000
0.6405
0.0545
0.2532
0.2285
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.558066
0.534559
2.226050
465.7979
218.8229
23.74034
0.061030
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
12.20000
3.262892
4.496459
4.652769
4.559720
1.705152
Hasil Regres X3= α + β1C + β2X1 + β3X2+ β4X4 + β5X5 + μ
Dependent Variable: X3
Method: Least Squares
Date: 02/10/16 Time: 01:16
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
Co
C
X1
X2
X4
X5
1.53E-06
25.38466
4.48E-08
0.608893
0.707192
7.42E-07
5.02E-07
3.324229
1.91E-07
0.312679
0.653450
6.98E-07
3.039634
7.636255
0.233757
1.947339
1.082244
1.062603
0.0031
0.0000
0.8157
0.0545
0.2819
0.2907
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.524209
0.498901
6.883131
4453.484
331.7074
20.71311
0.210050
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
41.72000
9.723532
6.754149
6.910459
6.817410
1.368423
Hasil Regres X4 = α + β1C + β2X1 + β3X2+ β4X3 + β5X5 + μ
Dependent Variable: X4
Method: Least Squares
Date: 02/10/16 Time: 01:16
Sample: 1 100
Included observations: 100
Universitas Sumatera Utara
Variable
Coefficient
Std. Error
t-Statistic
Prob.
Co
C
X1
X2
X3
X5
2.39E-07
1.583351
1.31E-08
0.057120
0.017402
6.81E-08
7.88E-08
0.643385
3.00E-08
0.049681
0.016080
1.10E-07
3.028292
2.460971
0.436196
1.149729
1.082244
0.619066
0.0032
0.0157
0.6637
0.2532
0.2819
0.5374
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.222273
0.180904
1.079744
109.5896
146.4725
5.372992
0.000217
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
2.470000
1.193035
3.049449
3.205759
3.112711
1.656848
Hasil Regres X5 = α + β1C + β2X1 + β3X2+ β4X3 + β5X4 + μ
Dependent Variable: X5
Method: Least Squares
Date: 02/10/16 Time: 01:17
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
Co
C
X1
X2
X3
X4
0.249288
1380853.
0.056314
56339.05
16001.73
59663.36
0.072916
604969.6
0.027525
46480.64
15058.99
96376.33
3.418860
-2.282517
2.045886
1.212097
1.062603
-0.619066
0.0009
0.0247
0.0436
0.2285
0.2907
0.5374
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.594501
0.572932
1010971.
9.61E+13
1521.442
27.56264
0.052010
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
1226000.
1546999.
30.54884
30.70515
30.61211
1.960322
Universitas Sumatera Utara
LAMPIRAN 5
UJI HETEROKEDASTISITAS
Heteroskedasticity Test: White
F-statistic
Obs*R-squared
Scaled explained SS
59.27478
75.92052
249.5070
Prob. F(5,94)
Prob. Chi-Square(5)
Prob. Chi-Square(5)
0.2131
0.1920
0.0601
Test Equation:
Dependent Variable: RESID^2
Method: Least Squares
Date: 02/10/16 Time: 01:19
Sample: 1 100
Included observations: 100
Variable
Coefficient
Std. Error
t-Statistic
Prob.
C
X1^2
X2^2
X3^2
X4^2
X5^2
8.99E+10
0.021529
1.15E+09
3.30E+08
1.29E+10
0.011772
6.77E+11
0.001412
4.06E+09
3.94E+08
3.54E+10
0.031289
0.132783
15.25146
0.281925
0.838168
0.363815
0.376233
0.8946
0.0000
0.7786
0.4041
0.7168
0.7076
R-squared
Adjusted R-squared
S.E. of regression
Sum squared resid
Log likelihood
F-statistic
Prob(F-statistic)
0.759205
0.746397
2.36E+12
5.24E+26
2987.776
59.27478
0.192062
Mean dependent var
S.D. dependent var
Akaike info criterion
Schwarz criterion
Hannan-Quinn criter.
Durbin-Watson stat
1.71E+12
4.69E+12
59.87552
60.03183
59.93878
1.464653
Universitas Sumatera Utara
PETA KOTA MEDAN
Universitas Sumatera Utara