Lampiran Data perusahaan IOS tinggi
No Nama Perusahaan Price DY PER
1 Prinmarindo Asia Infrastructure 500 1,81 -1,28
2 Jaya Pari Steel 1360 11,6 7,53
3 Unitec Tractor 750 2,45 6,34
4 Apac Inti Corporation 110 1,67 -0,56
5 Mustika Ratu 1285 3,47 5,41
6 Pelangi Indah Canindo 315 7,94 4,48
7 Berlina 1375 2,17 3,17
8 Ekadharma 500 1,5 3,58
9 Indocement Tunggal Perkasa 675 1,17 2,39
10 Mulia Industrindo 1250 1,09 0,53
11 Fatrapolindo Nusa Industri 1315 3,93 4,48
12 Karwel Indonesia 350 1,47 -99,95
13 Cahaya Kalbar 750 1,37 7,17
14 Semen Gresik 330 2,61 1,64
15 Fast Food 970 1,78 10,67
16 Fortune Mete Indonsia 180 0,67 -2,73
17 Good Year 435 3,45 17,13
18 Matahari 550 2,45 5,61
19 Alamindo Light Metal Industry 195 2,19 3,71
20 Multi Agro Persada 350 1,42 1,62
21 Evershine Textile Industry 300 1,6 405,26
22 Supreme Cable Manufactur 102 3 4,88
23 Merck 1000 6,2 5,98
24 Suba Indah 300 4,3 -2,9
25 Lion Metal Works 750 9,3 3,28
26 Asranta Muka 450 1,21 1,85
27 Teijin Indonesia Fiber Corporation 240 2,71 -8,11
28 Kasogi Internasional 150 3,79 -0,3
29 Ryane Adi Busana 500 3,46 7,87
30 Daya Sakti Unggul Corporation 675 3,71 2,14
31 Bimantara Citra 285 5,01 8,36
32 Siantar Top 260 3,41 7,89
33 Astra Graphia 1275 1,79 5,04
34 Tirta Mahakam Plywood Industri 125 4 6,78 35 Pioneerindo Gourment Internasional 500 2,78 10,61
36 Aneka Tambang 825 6,78 7,79
37 SMART 700 3,17 0,74
38 Sunson Textile Manufacturer 900 3,47 3,32
39 Komatsu Indonesia 800 6,31 5,73
Lampiran Data penelitian
No Nama Perusahaan MVABVA VPEE MVEBVE
1 Indonesia Satelite Corporation 0,048 0.87 0.54
2 Ekadharma Tape Indonesia 0,11 2.96 0.6
3 Colorpark Indonesia 0,15 1.91 0.61
4 Prydam Pacific 0,48 1.11 0.82
5 Ultra Jaya Milk Industry & Tranding Company 0,49 1.48 0.71
6 Sierad Produce 0,51 0.67 0.41
7 Arwana Citramulia 0,53 0.83 0.57
8 Tembaga Mulia Semanan 0,58 4.44 0.66
9 Dyanplast 0,59 1.42 1.51
10 Asahimas Flat Glass 0,59 1.33 0.81
11 Jambo Cable Company 0,6 1.63 1.31
12 Sekar Laut 0,61 0.6 0.89
13 Great River Internasional 0,61 0.83 0.7
14 Trias Sentosa 0,66 1.26 0.92
15 Deltan Jakarta 0,67 1.31 1.2
16 Panasia Filament 0,67 1.24 0.8
17 Intanwijaya Internasional 0,68 1.79 0.83
18 Lion Mesh Prima 0,68 1.7 1.17
19 Igar Jaya 0,71 1.43 1.27
20 Century Textile Industry 0,73 0.83 0.78
21 Gajah Tunggal 0,73 1.21 0.94
22 Nipress 0,73 0.8 0.76
23 Sumi Indo Kabel 0,74 1.31 0.83
24 Mayora Indah 0,74 1.34 1.23
25 Indorama Synthetics 0,74 0.76 0.85
26 Astra Otoparts 0,77 1.38 1.43
27 Davomas Abadi 0,79 1.61 0.9
28 Asia Intiselera 0,81 1.16 1.23
29 Surya Intrindo Dumai Industri 0,81 1.27 1.09
30 Tuna Baru Lampung 0,84 0.73 0.97
31 BAT 0,84 0.97 0.65
32 Hanjaya Mandala Sampoerna 0,86 2.8 0.52
33 Tuna Ridean 0,86 1.09 1.15
35 Fajar Surya Wisesa 0,87 1.5 1.47
36 Multi Bintang Indonesia 0,89 1.7 1.3
37 Lapindo Internasional 0,89 1.67 1.21
38 Citra Tubindo 0,91 1.47 0.74
39 Pan Brother Tex 0,91 1.16 1.21
40 Argo Pantes 0,94 1.27 1.17
41 Aqua Golden Missippi 0,94 1.32 1.11
42 Sorini Corporation 0,98 1.27 1.16
43 Aneka Kimia Raya 1,04 0.94 0.71
44 Multipolar Coporation 1,07 2.08 1.05
45 Daeyu Orchid Indonesia 1,09 1.21 1.26
46 Siwani Makmur 1,11 2.05 1.34
47 Gudam Garam 1,13 1.27 1.7
48 Indofood Sukses Makmur 1,14 1.3 1.25
49 Indomobil Sukses Makmur 1,18 1.21 1.01
50 Ades Alfindo Puttrasetia 1,19 1.81 1.67
51 Polysindo Eka Perkasa 1,19 1.91 0.94
52 Kimia Farma 1,21 1.63 1.57
53 Andhi Candra Automotive Products 1,21 1.97 1.34
54 Komatsu Indonesia 1,21 1.8 1.71
55 Intraco Penta 1,23 2.11 1.52
56 Sari Husada 1,26 1.17 1.13
57 Rig Tender Indonesia 1,27 1.31 1.2
58 Eratex Djajo 1,27 1.41 1.35
59 Selamat Sentosa 1,29 1.47 1.3
60 Budi Acid Jaya 1,31 1.71 1.4
61 Prinmarindo Asia Infrastructure 1,32 1.19 1.24 62 Bristol Myers Squibb Indonesia 1,33 1.29 1.36
63 Unitec Tractor 1,33 1.76 1.64
64 Apac Inti Corporation 1,35 1.21 0.96
65 Mustika Ratu 1,37 1.17 1.19
66 Fatrapolindo Nusa Industri 1,41 1.21 1.09
67 Berlina 1,41 1.6 0.91
68 Ekadharma 1,43 1.7 1.57
69 Indocement Tunggal Perkasa 1,44 1.38 1.19
70 Mulia Industrindo 1,46 3.16 1.19
71 Jambo Cable Company 1,47 1.63 1.31
73 Cahaya Kalbar 1,49 1.21 1.12
74 Hero Supermaket 1,5 1.17 1.38
75 Fast Food 1,57 1.71 1.61
76 Fortune Mete Indonsia 1,58 1.24 1.41
77 Good Year 1,61 1.37 1.21
78 Matahari 1,63 1.47 1.2
79 Alamindo Light Metal Industry 1,65 1.7 1.38
80 Multi Agro Persada 1,69 2.17 1.89
81 Evershine Textile Industry 1,69 1.47 1.37
82 Supreme Cable Manufactur 1,7 1.91 1.84
83 Merck 1,7 1.49 1.11
84 Suba Indah 1,7 2.41 1.61
85 Lion Metal Works 1,72 1.41 1.27
86 Asranta Muka 1,74 2.15 1.11
87 Teijin Indonesia Fiber Corporation 1,78 1.97 2.09
88 Kasogi Internasional 1,79 1.09 1.47
89 Ryane Adi Busana 1,81 1.63 1.34
90 Daya Sakti Unggul Corporation 1,84 2.27 2.1
91 Bimantara Citra 1,91 1.82 1.57
92 Siantar Top 2,01 1.71 0.61
93 Astra Graphia 2,15 2.97 1.74
94 Tirta Mahakam Plywood Industri 2,31 3.31 1.91 95 Pioneerindo Gourment Internasional 2,37 1.71 1.63
96 Aneka Tambang 2,47 0.94 0.71
97 SMART 2,47 1.17 1.27
98 Sunson Textile Manufacturer 2,71 1.21 1.43
99 Komatsu Indonesia 2,76 1.8 1.71
Lampiran Uji normal IOS rendah
Case Processing Summary
40 100,0% 0 ,0% 40 100,0%
40 100,0% 0 ,0% 40 100,0%
DY PER
N Percent N Percent N Percent
Valid Missing Total
Cases
Descriptives
3,1972 ,2832
2,6245
,889 ,374
-,232 ,733
3,2745 2,0092 -,7894
-4,718 ,374
28,359 ,733
Mean
Lower Bound Upper Bound 95% Confidence
Interval for Mean
5% Trimmed Mean Median
Variance Std. Deviation Minimum Maximum Range
Interquartile Range Skewness
Kurtosis Mean
Lower Bound Upper Bound 95% Confidence
Interval for Mean
5% Trimmed Mean Median
Variance Std. Deviation Minimum Maximum Range
Interquartile Range Skewness
Kurtosis DY
PER
Tests of Normality
,178 40 ,003 ,891 40 ,010**
,320 40 ,000 ,479 40 ,010**
DY PER
Statistic df Sig. Statistic df Sig.
Kolmogorov-Smirnova Shapiro-Wilk
This is an upper bound of the true significance. **.
Lilliefors Significance Correction a.
Dividend Yield
Normal Q-Q Plot of DY
Observed Value
8
Expected Normal
3
Detrended Normal Q-Q Plot of DY
Observed Value
8
Dev from Normal
40
Price Earning Ratio
Normal Q-Q Plot of PER
Observed Value
40
Expected Normal
3
Detrended Normal Q-Q Plot of PER
Observed Value
40
Dev from Normal
40 N =
PER 40
20
0
-20
-40
-60
-80
Lampiran Uji normal IOS tinggi
Case Processing Summary
40 100,0% 0 ,0% 40 100,0%
40 100,0% 0 ,0% 40 100,0%
DY PER
N Percent N Percent N Percent
Valid Missing Total
Cases
Descriptives
3,3470 ,3721
2,5944
1,772 ,374
3,438 ,733
11,4548 10,4491 -9,6806
5,579 ,374
34,709 ,733
Mean
Lower Bound Upper Bound 95% Confidence
Interval for Mean
5% Trimmed Mean Median
Variance Std. Deviation Minimum Maximum Range
Interquartile Range Skewness
Kurtosis Mean
Lower Bound Upper Bound 95% Confidence
Interval for Mean
5% Trimmed Mean Median
Variance Std. Deviation Minimum Maximum Range
Interquartile Range Skewness
Kurtosis DY
PER
Tests of Normality
,191 40 ,001 ,826 40 ,010**
,455 40 ,000 ,289 40 ,010**
DY PER
Statistic df Sig. Statistic df Sig.
Kolmogorov-Smirnova Shapiro-Wilk
This is an upper bound of the true significance. **.
Lilliefors Significance Correction a.
Dividend Yield
Normal Q-Q Plot of DY
Observed Value
12
Expected Normal
3
Detrended Normal Q-Q Plot of DY
Observed Value
12
Dev from Normal
40
Price Earning Ratio
Normal Q-Q Plot of PER
Observed Value
500
Expected Normal
3
Detrended Normal Q-Q Plot of PER
Observed Value
500
Dev from Normal
40 N =
PER 500
400
300
200
100
0
-100
-200
27
2 Ekadharma Tape Indonesia 500 5,36 3,58 3 Colorpark Indonesia 385 2,08 8,66
4 Prydam Pacific 600 1,39 9,84
5 Ultra Jaya Milk Industry & Tranding Company 600 1,83 6,11
6 Sierad Produce 200 2,17 -1,95
7 Arwana Citramulia 1000 3,05 6,04 8 Tembaga Mulia Semanan 1400 5,56 1,57
9 Dyanplast 850 7,06 5,49
10 Asahimas Flat Glass 650 5,28 2,78 11 Jambo Cable Company 775 6,13 3,65
12 Sekar Laut 400 1,73 0,72
13 Great River Internasional 550 2,35 6,78
14 Trias Sentosa 170 1,69 -1,67
15 Deltan Jakarta 800 4,88 2,93
16 Panasia Filament 100 2,17 0,97 17 Intanwijaya Internasional 475 3,64 8,35 18 Lion Mesh Prima 350 1,63 -2,27
19 Igar Jaya 850 3,53 4,82
20 Century Textile Industry 100 4,75 0,97
21 Gajah Tunggal 230 0,37 0,19
22 Nipress 800 1,69 2,01
23 Sumi Indo Kabel 335 3,44 2,01
24 Mayora Indah 380 1,23 2,44
25 Indorama Synthetics 450 1,83 8,82
26 Astra Otoparts 1400 1,56 4,08
7 Davomas Abadi 900 2,6 5,05
28 Asia Intiselera 330 4,76 1,64
29 Surya Intrindo Dumai Industri 450 2,37 -68,9 30 Tuna Baru Lampung 150 3,3 5,55
31 BAT 895 2,23 5
32 Hanjaya Mandala Sampoerna 320 1,35 9,96
33 Tuna Ridean 1050 3,44 5,4
34 Astra Internasional 875 2,17 2,26 35 Fajar Surya Wisesa 420 2,17 5,86 36 Multi Bintang Indonesia 275 5,46 6,81 37 Lapindo Internasional 470 7,61 6,58
38 Citra Tubindo 800 2,76 8,79
39 Pan Brother Tex 2000 0,69 9,52
40 Argo Pantes 700 2,89 0,34
44 Multipolar Coporation 170 3,79 5,84 45 Daeyu Orchid Indonesia 90 2,71 -17,63
46 Siwani Makmur 295 4,16 16,95
47 Gudam Garam 830 3,61 7,65
48 Indofood Sukses Makmur 600 4,67 7,02 49 Great River Internasional 550 1,41 0,23 50 Ades Alfindo Puttrasetia 800 0,25 8,23 51 Polysindo Eka Perkasa 200 5,36 0,18
52 Kimia Farma 750 9,02 6,78
53 Andhi Candra Automotive Products 450 2,78 3,18 54 Komatsu Indonesia 800 0,61 5,73
55 Intraco Penta 240 1,47 2,66
56 Sari Husada 1000 0,04 10,62
57 Rig Tender Indonesia 350 14,29 6,48
58 Eratex Djajo 400 5 4,58
59 Selamat Sentosa 145 5,61 5,41
60 Budi Acid Jaya 750 1,23 8,39
61 Prinmarindo Asia Infrastructure 500 1,81 -1,28 62 Bristol Myers Squibb Indonesia 1360 11,6 7,53
63 Unitec Tractor 750 2,45 6,34
64 Apac Inti Corporation 110 1,67 -0,56
65 Mustika Ratu 1285 3,47 5,41
66 Fatrapolindo Nusa Industri 315 7,94 4,48
67 Berlina 1375 2,17 3,17
68 Ekadharma 500 1,5 3,58
69 Indocement Tunggal Perkasa 675 1,17 2,39 70 Mulia Industrindo 1250 1,09 0,53 71 Fatrapolindo Nusa Industri 1315 3,93 4,48 72 Karwel Indonesia 350 1,47 -99,95
73 Cahaya Kalbar 750 1,37 7,17
74 Asia Intiselera 330 2,61 1,64
75 Fast Food 970 1,78 10,67
76 Fortune Mete Indonsia 180 0,67 -2,73
77 Good Year 435 3,45 17,13
78 Matahari 550 2,45 5,61
79 Alamindo Light Metal Industry 195 2,19 3,71 80 Multi Agro Persada 350 1,42 1,62 81 Evershine Textile Industry 300 1,6 405,26 82 Supreme Cable Manufactur 102 3 4,88
86 Asranta Muka 450 1,21 1,85 87 Teijin Indonesia Fiber Corporation 240 2,71 -8,11 88 Kasogi Internasional 150 3,79 -0,3 89 Ryane Adi Busana 500 3,46 7,87 90 Daya Sakti Unggul Corporation 675 3,71 2,14
91 Bimantara Citra 285 5,01 8,36
92 Siantar Top 260 3,41 7,89
93 Astra Graphia 1275 1,79 5,04
94 Tirta Mahakam Plywood Industri 125 4 6,78 95 Pioneerindo Gourment Internasional 500 2,78 10,61
96 Aneka Tambang 825 6,78 7,79
97 SMART 700 3,17 0,74
Ekadharma Tape Indonesia 500 5,36 3,58 Colorpark Indonesia 385 2,08 8,66
Prydam Pacific 600 1,39 9,84
Ultra Jaya Milk Industry & Tranding Company 600 1,83 6,11
Sierad Produce 200 2,17 -1,95
Arwana Citramulia 1000 3,05 6,04 Tembaga Mulia Semanan 1400 5,56 1,57
Dyanplast 850 7,06 5,49
Asahimas Flat Glass 650 5,28 2,78 Jambo Cable Company 775 6,13 3,65
Sekar Laut 400 1,73 0,72
Great River Internasional 550 2,35 6,78
Trias Sentosa 170 1,69 -1,67
Deltan Jakarta 800 4,88 2,93
Panasia Filament 100 2,17 0,97 Intanwijaya Internasional 475 3,64 8,35 Lion Mesh Prima 350 1,63 -2,27
Igar Jaya 850 3,53 4,82
Century Textile Industry 100 4,75 0,97
Gajah Tunggal 230 0,37 0,19
Nipress 800 1,69 2,01
Sumi Indo Kabel 335 3,44 2,01
Mayora Indah 380 1,23 2,44
Indorama Synthetics 450 1,83 8,82
Astra Otoparts 1400 1,56 4,08
Davomas Abadi 900 2,6 5,05
Asia Intiselera 330 4,76 1,64
Surya Intrindo Dumai Industri 450 2,37 -68,9 Tuna Baru Lampung 150 3,3 5,55
BAT 895 2,23 5
Hanjaya Mandala Sampoerna 320 1,35 9,96
Tuna Ridean 1050 3,44 5,4
Astra Internasional 875 2,17 2,26 Fajar Surya Wisesa 420 2,17 5,86 Multi Bintang Indonesia 275 5,46 6,81 Lapindo Internasional 470 7,61 6,58
Citra Tubindo 800 2,76 8,79
Pan Brother Tex 2000 0,69 9,52
2 Alamindo Light Metal Industry 1,65 1,7 1,38 3 Andhi Candra Automotive Products 1,21 1,97 1,34 4 Aneka Kimia Raya 1,04 0,94 0,71 5 Apac Inti Corporation 1,35 1,21 0,96 6 Aqua Golden Missippi 0,94 1,32 1,11 7 Argo Pantes 0,94 1,27 1,17 8 Arwana Citramulia 0,53 0,83 0,57 9 Asahimas Flat Glass 0,59 1,33 0,81 10 Asia Intiselera 0,81 1,16 1,23 11 Asranta Muka 1,74 2,15 1,11 12 Jaya Pari Stell 2,14 2,13 1,67 13 Astra Graphia 2,15 2,97 1,74 14 Astra Internasional 0,87 2,43 1,27 15 Astra Otoparts 0,77 1,38 1,43
16 BAT 0,84 0,97 0,65
17 Berlina 1,41 1,6 0,91
18 Bimantara Citra 1,91 1,82 1,57 19 Pelangi Indah Canindo 1,5 1,05 1,23 20 Bristol Myers Squibb Indonesia 1,33 1,29 1,36 21 Budi Acid Jaya 1,31 1,71 1,4 22 Cahaya Kalbar 1,49 1,21 1,12 23 Century Textile Industry 0,73 0,83 0,78 24 Citra Tubindo 0,91 1,47 0,74 25 Pan Brother Tex 0,91 1,16 1,21 26 Colorpark Indonesia 0,15 1,91 0,61 27 Daeyu Orchid Indonesia 1,09 1,21 1,26 28 Davomas Abadi 0,79 1,61 0,9 29 Daya Sakti Unggul Corporation 1,84 2,27 2,1 30 Deltan Jakarta 0,67 1,31 1,2
31 Dyanplast 0,59 1,42 1,51
32 Ekadharma 1,43 1,7 1,57
33 Ekadharma Tape Indonesia 0,11 2,96 0,6 34 Eratex Djajo 1,27 1,41 1,35 35 Fajar Surya Wisesa 0,87 1,5 1,47
36 Fast Food 1,57 1,71 1,61
37 Fatrapolindo Nusa Industri 1,41 1,21 1,09 38 Semen Gresik 1,47 1,9 1,72 39 Fortune Mete Indonsia 1,58 1,24 1,41 40 Gajah Tunggal 0,73 1,21 0,94
44 Gudam Garam 1,13 1,27 1,17 45 Hanjaya Mandala Sampoerna 0,86 2,8 0,52 46 Hero Supermarket 1,21 1,17 1,38
47 Igar Jaya 0,71 1,43 1,27
48 Indocement Tunggal Perkasa 1,44 1,38 1,19 49 Indofood Sukses Makmur 1,14 1,3 1,25 50 Indonesia Satelite Corporation 0,048 0,87 0,54 51 Indorama Synthetics 0,74 0,76 0,85 52 Intanwijaya Internasional 0,68 1,79 0,83 53 Intraco Penta 1,23 2,11 1,52 54 Jambo Cable Company 0,6 1,63 1,31 55 Karwel Indonesia 1,48 1,29 1,25 56 Kasogi Internasional 1,79 1,69 1,47 57 Kimia Farma 1,21 1,63 1,57 58 Komatsu Indonesia 2,76 1,8 1,71 59 Lapindo Internasional 0,89 1,67 1,21 60 Lion Mesh Prima 0,68 1,7 1,17 61 Lion Metal Works 1,72 1,41 1,27
62 Matahari 1,63 1,47 1,2
63 Mayora Indah 0,74 1,34 1,23 64 Mulia Industrindo 1,46 3,16 1,19 65 Multi Agro Persada 1,69 2,17 1,89 66 Evershine Textile Industry 1,69 1,47 1,37 67 Multi Bintang Indonesia 0,89 1,7 1,3 68 Multipolar Coporation 1,07 2,08 1,05 69 Mustika Ratu 1,37 1,17 1,19
70 Nipress 0,73 0,8 0,76
71 Panasia Filament 0,67 1,24 0,8 72 Panasia Indosyntec 2,87 1,41 1,94 73 Pioneerindo Gourment Internasional 2,37 1,71 1,63 74 Polysindo Eka Perkasa 1,19 1,91 0,94 75 Prinmarindo Asia Infrastructure 1,32 1,19 1,24 76 Prydam Pacific 0,48 1,11 0,82 77 Rig Tender Indonesia 1,27 1,31 1,2 78 Ryane Adi Busana 1,81 1,63 1,34 79 Sari Husada 1,26 1,17 1,13
80 Sekar Laut 0,61 0,6 0,89
86 Sorini Corporation 0,98 1,27 1,16
87 Merck 1,7 1,49 1,11
88 Suba Indah 1,7 2,41 1,61
