93 LAMPIRAN
Lampiran 1
Tabulasi data harga penutupan, laba setelah pajak, total set, return on asset,
penjualan, net profit margin, aktiva lancer, hutang lancer, current ratio,
persediaan, quick ratio perusahaan sub sektor perdagangan eceran periode
2014-2019
Lampiran 2
Koefisien determinasi dan uji regresi variabel return on asset terhadap variabel harga saham
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 ROAa . Enter
a. All requested variables entered.
b. Dependent Variable: Harga Saham
Model Summaryb
Model R R Square
Adjusted R Square
Std. Error of the
Estimate Durbin-Watson
1 ,403a ,163 ,149 407,40144 2,149
a. Predictors: (Constant), ROA b. Dependent Variable: Harga Saham
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 2029374,876 1 2029374,876 12,227 ,001a
Residual 10456483,677 63 165975,931
Total 12485858,554 64
a. Predictors: (Constant), ROA b. Dependent Variable: Harga Saham
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig.
B Std. Error Beta
1 (Constant) 679,222 52,009 13,060 ,000
ROA 27,937 7,989 ,403 3,497 ,001
a. Dependent Variable: Harga Saham
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 5,3901 992,1123 722,2615 178,07016 65
Residual -612,21881 1324,94226 ,00000 404,20608 65
Std. Predicted Value -4,026 1,515 ,000 1,000 65
Std. Residual -1,503 3,252 ,000 ,992 65
a. Dependent Variable: Harga Saham
Charts
Lampiran 3
Koefisien determinasi dan uji regresi variabel net profit margin terhadap variabel harga saham
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 NPMa . Enter
a. All requested variables entered.
b. Dependent Variable: Harga Saham
Model Summaryb
Model R R Square
Adjusted R Square
Std. Error of the
Estimate Durbin-Watson
1 ,396a ,157 ,144 408,75627 2,161
a. Predictors: (Constant), NPM b. Dependent Variable: Harga Saham
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 1959712,434 1 1959712,434 11,729 ,001a
Residual 10526146,119 63 167081,684
Total 12485858,554 64
a. Predictors: (Constant), NPM b. Dependent Variable: Harga Saham
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig.
B Std. Error Beta
1 (Constant) 640,673 56,018 11,437 ,000
NPM 63,119 18,430 ,396 3,425 ,001
a. Dependent Variable: Harga Saham
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 110,4701 1286,3833 722,2615 174,98716 65
Residual -835,55353 1397,74194 ,00000 405,55028 65
Std. Predicted Value -3,496 3,224 ,000 1,000 65
Std. Residual -2,044 3,419 ,000 ,992 65
a. Dependent Variable: Harga Saham
Charts
Lampiran 4
Koefisien determinasi dan uji regresi variabel current ratio terhadap variabel harga saham
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 Current Ratio . Enter
a. All requested variables entered.
b. Dependent Variable: Harga Saham
Model Summaryb
Model R R Square
Adjusted R Square
Std. Error of the
Estimate Durbin-Watson
1 ,334a ,112 ,098 419,56949 2,225
a. Predictors: (Constant), Current Ratio b. Dependent Variable: Harga Saham
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 1395429,536 1 1395429,536 7,927 ,006a
Residual 11090429,017 63 176038,556
Total 12485858,554 64
a. Predictors: (Constant), Current Ratio b. Dependent Variable: Harga Saham
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig.
B Std. Error Beta
1 (Constant) 429,265 116,354 3,689 ,000
Current Ratio 2,135 ,758 ,334 2,815 ,006
a. Dependent Variable: Harga Saham
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 457,3154 1258,3550 722,2615 147,66038 65
Residual -600,90662 1493,47510 ,00000 416,27870 65
Std. Predicted Value -1,794 3,631 ,000 1,000 65
Std. Residual -1,432 3,560 ,000 ,992 65
a. Dependent Variable: Harga Saham
Charts
Lampiran 5
Koefisien determinasi dan uji regresi variabel qurrent ratio terhadap variabel harga saham
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 Quick Ratioa . Enter
a. All requested variables entered.
b. Dependent Variable: Harga Saham
Model Summaryb
Model R R Square
Adjusted R Square
Std. Error of the
Estimate Durbin-Watson
1 ,192a ,037 ,022 436,88241 2,243
a. Predictors: (Constant), Quick Ratio b. Dependent Variable: Harga Saham
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 461285,158 1 461285,158 2,417 ,125a
Residual 12024573,396 63 190866,244
Total 12485858,554 64
a. Predictors: (Constant), Quick Ratio b. Dependent Variable: Harga Saham
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig.
B Std. Error Beta
1 (Constant) 603,686 93,563 6,452 ,000
Quick Ratio 1,531 ,985 ,192 1,555 ,125
a. Dependent Variable: Harga Saham
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 610,9567 981,4457 722,2615 84,89747 65
Residual -700,12201 1531,87427 ,00000 433,45583 65
Std. Predicted Value -1,311 3,053 ,000 1,000 65
Std. Residual -1,603 3,506 ,000 ,992 65
a. Dependent Variable: Harga Saham
Charts
Lampiran 6
Uji normalitas variabel return on asset, net profit margin, current ratio, current ratio terhadap variabel harga saham
One-Sample Kolmogorov-Smirnov Test Unstandardize
d Residual 1
Unstandardize d Residual 2
Unstandardize d Residual 3
Unstandardize d Residual 4
N 65 65 65 65
Normal Parametersa,b Mean ,0000000 ,0000000 ,0000000 ,0000000
Std. Deviation 404,20608291 405,55028433 416,27869679 433,45583317
Most Extreme Differences Absolute ,138 ,118 ,103 ,124
Positive ,138 ,118 ,103 ,124
Negative -,068 -,097 -,088 -,076
Kolmogorov-Smirnov Z 1,115 ,951 ,834 ,997
Asymp. Sig. (2-tailed) ,167 ,327 ,490 ,273
a. Test distribution is Normal.
b. Calculated from data.
Lampiran 7
Uji linieritas variabel return on asset, net profit margin, current ratio, current ratio terhadap variabel harga saham
Case Processing Summary Cases
Included Excluded Total
N Percent N Percent N Percent
Harga Saham * ROA 65 100,0% 0 ,0% 65 100,0%
Harga Saham * NPM 65 100,0% 0 ,0% 65 100,0%
Harga Saham * Current Ratio 65 100,0% 0 ,0% 65 100,0%
Harga Saham * Quick Ratio 65 100,0% 0 ,0% 65 100,0%
Report Harga Saham
ROA Mean N Std. Deviation
-24,12 456,0000 1 .
-20,81 426,0000 1 .
-18,68 152,0000 1 .
-14,46 140,0000 1 .
-8,82 260,0000 1 .
-2,86 110,0000 1 .
-2,80 340,0000 1 .
-2,60 925,0000 1 .
-1,96 298,0000 1 .
-1,79 1150,0000 1 .
-1,17 232,0000 1 .
,00 300,0000 1 .
,16 73,0000 1 .
,32 380,0000 1 .
,57 1480,0000 1 .
,68 86,0000 1 .
,84 508,0000 1 .
1,04 450,0000 1 .
1,17 890,0000 1 .
1,18 610,0000 1 .
1,21 445,0000 1 .
1,22 398,0000 1 .
1,55 545,0000 1 .
1,61 1260,0000 1 .
1,73 454,0000 1 .
1,76 525,0000 1 .
1,80 1010,0000 1 .
1,95 540,0000 1 .
2,09 290,0000 1 .
2,11 1050,0000 1 .
2,84 625,0000 1 .
2,91 1825,0000 1 .
2,95 545,0000 1 .
3,02 935,0000 1 .
3,05 580,0000 1 .
3,06 620,0000 1 .
3,21 1070,0000 1 .
3,34 1795,0000 1 .
3,47 571,0000 1 .
3,50 1090,0000 1 .
3,53 600,0000 1 .
3,56 1275,0000 1 .
3,91 735,0000 1 .
4,07 1150,0000 1 .
4,09 500,0000 1 .
4,35 780,0000 1 .
4,60 810,0000 1 .
4,69 330,0000 1 .
4,75 880,0000 1 .
4,78 1000,0000 1 .
4,98 1000,0000 1 .
5,04 445,0000 1 .
5,37 585,0000 1 .
5,48 530,0000 1 .
5,53 314,0000 1 .
5,82 334,0000 1 .
6,07 930,0000 1 .
6,44 805,0000 1 .
7,01 2200,0000 1 .
7,35 645,0000 1 .
7,80 790,0000 1 .
8,31 1200,0000 1 .
8,35 1055,0000 1 .
8,79 1195,0000 1 .
11,20 1420,0000 1 .
Total 722,2615 65 441,69168
ANOVA Table
Sum of
Squares df Mean Square F Sig.
Harga Saham * ROA Between Groups (Combined) 143052,904 60 2103,719 2,559 ,240
Linearity 29,629 1 29,629 3,036 ,009
Deviation from Linearity
143023,275 59 2134,676 2,597 ,236
Within Groups 2465,910 4 821,970
Total 145518,814 64
Measures of Association
R R Squared Eta Eta Squared
Harga Saham * ROA ,014 ,000 ,991 ,983
Report Harga Saham
NPM Mean N Std. Deviation
-8,40 152,0000 1 .
-6,39 140,0000 1 .
-4,82 426,0000 1 .
-2,36 456,0000 1 .
-1,47 925,0000 1 .
-1,15 110,0000 1 .
-1,05 340,0000 1 .
-1,02 260,0000 1 .
-1,00 1150,0000 1 .
-,91 298,0000 1 .
-,57 232,0000 1 .
,00 300,0000 1 .
,23 380,0000 1 .
,28 1480,0000 1 .
,42 610,0000 1 .
,57 447,5000 2 3,53553
,58 890,0000 1 .
,59 398,0000 1 .
,62 508,0000 1 .
,82 545,0000 1 .
,88 1260,0000 1 .
,92 454,0000 1 .
,96 552,5000 2 38,89087
,98 290,0000 1 .
,99 1210,0000 2 827,31493
1,00 935,0000 1 .
1,05 1050,0000 1 .
1,07 73,0000 1 .
1,15 545,0000 1 .
1,27 600,0000 1 .
1,31 1825,0000 1 .
1,37 500,0000 1 .
1,43 735,0000 1 .
1,47 540,0000 1 .
1,48 1090,0000 1 .
1,49 1070,0000 1 .
1,50 1000,0000 1 .
1,56 880,0000 1 .
1,61 571,0000 1 .
1,68 1010,0000 1 .
1,72 330,0000 1 .
1,75 1150,0000 1 .
1,92 530,0000 1 .
1,96 780,0000 1 .
2,09 930,0000 1 .
2,12 314,0000 1 .
2,15 620,0000 1 .
2,20 445,0000 1 .
2,28 1000,0000 1 .
2,30 585,0000 1 .
2,31 572,0000 2 336,58283
2,56 2200,0000 1 .
2,99 1275,0000 1 .
4,30 805,0000 1 .
4,45 86,0000 1 .
5,39 1055,0000 1 .
6,06 790,0000 1 .
6,07 645,0000 1 .
6,97 1195,0000 1 .
7,23 1200,0000 1 .
10,23 1420,0000 1 .
Total 722,2615 65 441,69168
ANOVA Table
Sum of
Squares df Mean Square F Sig.
Harga Saham * NPM Between Groups (Combined) 11686595,554 60 194776,593 ,975 ,599
Linearity 1959712,434 1 1959712,434 9,808 ,035
Deviation from Linearity
9726883,119 59 164862,426 ,825 ,685
Within Groups 799263,000 4 199815,750
Total 12485858,554 64
Measures of Association
R R Squared Eta Eta Squared
Harga Saham * NPM ,396 ,157 ,967 ,936
Report Harga Saham
Current Ratio Mean N Std. Deviation
13,14 456,0000 1 .
15,03 426,0000 1 .
15,48 260,0000 1 .
72,13 1050,0000 1 .
72,72 140,0000 1 .
73,47 1070,0000 1 .
76,62 810,0000 1 .
77,81 1150,0000 1 .
78,99 780,0000 1 .
82,49 585,0000 1 .
85,64 152,0000 1 .
88,42 610,0000 1 .
89,60 625,0000 1 .
91,46 500,0000 1 .
102,31 73,0000 1 .
106,99 110,0000 1 .
108,92 398,0000 1 .
109,33 232,0000 1 .
110,18 580,0000 1 .
112,27 880,0000 1 .
112,86 571,0000 1 .
113,79 450,0000 1 .
114,94 298,0000 1 .
114,96 935,0000 1 .
115,91 454,0000 1 .
115,99 290,0000 1 .
116,03 300,0000 1 .
118,59 890,0000 1 .
120,69 86,0000 1 .
121,04 1150,0000 1 .
121,21 445,0000 1 .
123,05 1480,0000 1 .
123,74 545,0000 1 .
124,24 545,0000 1 .
125,75 525,0000 1 .
127,14 925,0000 1 .
129,88 2200,0000 1 .
131,30 445,0000 1 .
131,33 600,0000 1 .
132,40 735,0000 1 .
133,49 340,0000 1 .
134,36 508,0000 1 .
134,95 805,0000 1 .
139,93 1000,0000 1 .
141,09 1825,0000 1 .
142,94 1260,0000 1 .
143,83 1055,0000 1 .
148,22 1090,0000 1 .
148,94 620,0000 1 .
150,46 1795,0000 1 .
156,07 314,0000 1 .
158,23 540,0000 1 .
159,39 530,0000 1 .
159,96 330,0000 1 .
169,12 334,0000 1 .
173,11 380,0000 1 .
180,11 930,0000 1 .
208,07 1010,0000 1 .
258,69 1275,0000 1 .
278,53 790,0000 1 .
280,56 1195,0000 1 .
294,64 645,0000 1 .
295,00 1200,0000 1 .
325,45 1420,0000 1 .
388,38 1000,0000 1 .
Total 722,2615 65 441,69168
ANOVA Table
Sum of
Squares df Mean Square F Sig.
Harga Saham * Current Ratio
Between Groups (Combined) 145370,550 60 2076,722 14,007 ,210
Linearity 1486,257 1 1486,257 10,024 ,002
Deviation from Linearity
143884,293 59 2085,280 14,065 ,209
Within Groups 148,264 4 148,264
Total 145518,814 64
Measures of Association
R R Squared Eta Eta Squared
Harga Saham * Current Ratio ,101 ,010 ,999 ,999
Report Harga Saham
Quick Ratio Mean N Std. Deviation
4,75 456,0000 1 .
7,58 260,0000 1 .
8,12 426,0000 1 .
27,21 140,0000 1 .
29,23 152,0000 1 .
30,75 1050,0000 1 .
31,52 585,0000 1 .
32,42 1150,0000 1 .
32,98 780,0000 1 .
33,26 810,0000 1 .
33,28 1070,0000 1 .
35,01 500,0000 1 .
35,31 610,0000 1 .
36,55 625,0000 1 .
39,53 890,0000 1 .
40,65 1480,0000 1 .
42,10 2200,0000 1 .
42,34 1150,0000 1 .
43,07 1825,0000 1 .
43,41 1260,0000 1 .
45,46 580,0000 1 .
46,38 925,0000 1 .
50,06 935,0000 1 .
50,98 508,0000 1 .
51,27 398,0000 1 .
53,28 450,0000 1 .
54,72 880,0000 1 .
57,68 571,0000 1 .
59,24 545,0000 1 .
59,91 454,0000 1 .
60,10 525,0000 1 .
65,29 735,0000 1 .
66,22 545,0000 1 .
66,57 340,0000 1 .
70,44 1795,0000 1 .
71,10 380,0000 1 .
71,64 232,0000 1 .
71,86 445,0000 1 .
72,53 300,0000 1 .
75,33 805,0000 1 .
75,36 600,0000 1 .
77,13 298,0000 1 .
77,24 530,0000 1 .
77,37 110,0000 1 .
79,58 1090,0000 1 .
80,10 1055,0000 1 .
80,47 330,0000 1 .
81,77 620,0000 1 .
86,32 540,0000 1 .
87,60 290,0000 1 .
89,22 445,0000 1 .
90,74 334,0000 1 .
90,81 314,0000 1 .
99,17 1000,0000 1 .
101,53 73,0000 1 .
119,19 86,0000 1 .
141,64 930,0000 1 .
162,56 1010,0000 1 .
194,97 790,0000 1 .
197,86 1195,0000 1 .
198,93 1275,0000 1 .
208,90 645,0000 1 .
216,71 1000,0000 1 .
224,34 1200,0000 1 .
246,80 1420,0000 1 .
Total 722,2615 65 441,69168
ANOVA Table
Sum of
Squares df Mean Square F Sig.
Harga Saham * Quick Ratio
Between Groups (Combined) 145370,550 60 2076,722 14,007 ,210
Linearity 744,979 1 744,979 5,025 ,003
Deviation from Linearity
144625,571 59 2096,023 14,137 ,209
Within Groups 148,264 4 148,264
Total 145518,814 64
Measures of Association
R R Squared Eta Eta Squared
Harga Saham * Quick Ratio ,072 ,005 ,999 ,999
Lampiran 8
Analisis regresi berganda variabel return on asset, net profit margin, current ratio, current ratio terhadap variabel harga saham
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 Quick Ratio, ROA, NPM, Current Ratio
. Enter
a. All requested variables entered.
b. Dependent Variable: Harga Saham
Model Summary
Model R R Square
Adjusted R Square
Std. Error of the Estimate
1 ,586a ,343 ,300 369,66748
a. Predictors: (Constant), Quick Ratio, ROA, NPM, Current Ratio
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 4286615,605 4 1071653,901 7,842 ,000a
Residual 8199242,949 60 136654,049
Total 12485858,554 64
a. Predictors: (Constant), Quick Ratio, ROA, NPM, Current Ratio b. Dependent Variable: Harga Saham
Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t Sig.
B Std. Error Beta
1 (Constant) 333,205 129,804 2,567 ,013
ROA -11,809 14,983 -,170 -,788 ,434
NPM 100,701 38,854 ,632 2,592 ,012
Current Ratio 7,851 2,042 1,229 3,844 ,000
Quick Ratio -10,332 2,705 -1,297 -3,820 ,000
a. Dependent Variable: Harga Saham
Lampiran 13 Statistik Deskriptif
Descriptive Statistics
N Minimum Maximum Mean Std. Deviation
Harga Saham 65 73,00 2200,00 722,2615 441,69168
ROA 65 -24,12 11,20 1,5406 6,37407
NPM 65 -8,40 10,23 1,2926 2,77232
Current Ratio 65 13,14 388,38 137,2517 69,17022
Quick Ratio 65 4,75 246,80 77,4683 55,46570
Valid N (listwise) 65