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1 Telkom Indonesia (Persero) Tbk TLKM
2 XL Axiata Tbk EXCL
3 Indosat Tbk ISAT
4 Smartfren Telecom Tbk FREN
5 Bakrie Telecom Tbk BTEL
6 First Media Tbk KBLV
7 Bali Towerindo Sentra Tbk BALI
8 Visi Telekomunikasi Infrastruktru Tbk GOLD
9 Inti Bangun Sejahtera Tbk IBST
10 Protech Mitra Perkasa Tbk OASA
11 Solusi Tunas Pratama Tbk SUPR
12 Tower Bersama Infrastructure Tbk TBIG
13 Sarana Menara Nusantara Tbk TOWR
Lampiran 2. Data Tabulasi Tahun
Kode BRISK LDER DER
2017 TLKM 0,032 0,770 0,770
2017 EXCL 0,009 0,900 1,604
2017 ISAT 0,005 1,326 2,420
2017 FREN 23,837 0,915 1,609
2017 BTEL 4,740 0,399 -1,051
2017 KBLV 19,279 0,240 0,837
2017 BALI 36,296 6,935 1,128
2017 GOLD 76,963 0,330 1,189
2017 IBST 4,887 0,276 0,472
2017 OASA 0,415 3,999 0,125
2017 SUPR 0,016 1,880 2,081
2017 TBIG 0,061 6,412 7,036
2017 TOWR 0,023 1,583 1,642
2018 TLKM 0,028 0,389 0,758
2018 EXCL 0,007 1,283 2,141
2018 ISAT 0,365 1,645 3,379
2018 FREN 29,176 0,534 1,025
2018 BTEL 0,329 0,374 -1,046
2018 KBLV 20,459 1,256 4,349
2018 BALI 38,385 0,725 1,030
2018 GOLD 81,251 0,427 1,543
2018 IBST 17,043 0,296 0,48
2018 OASA 0,134 7,851 13,809
2018 SUPR 0,002 2,412 2,93
2018 TBIG 0,043 5,167 6,913
2018 TOWR 0,033 1,433 1,858
2019 TLKM 0,026 0,389 0,887
2019 EXCL 0,054 1,167 2,28
2019 ISAT 0,173 1,968 3,582
2019 FREN 8,214 0,691 1,171
2019 BTEL 0,552 0,356 -1,001
2019 KBLV 0,423 0,002 4,241
2019 BALI 39,482 0,61 1,185
2019 GOLD 0,004 0,019 0,112
2019 IBST 17,928 0,361 0,533
2019 OASA 0,091 13,692 19,99
2019 SUPR 0,065 3,847 2,755
2019 TBIG 0,037 3,772 4,59
2019 TOWR 0,04 1,785 2,158
2020 TLKM 0.042 0,471 1,043
2020 EXCL 0,114 1,555 2,540
2020 ISAT 0,086 2,107 3,862
2020 FREN 0,095 1,448 2,128
2020 BTEL 0,739 0,922 -1,000
2020 KBLV 0,036 0,820 0,614
2020 BALI 39,327 0,839 1,134
2020 GOLD 0,002 0,009 0,092
2020 IBST 0,570 0,486 0,679
2020 OASA 0,240 6,807 0,925
2020 SUPR 0,046 4,201 5,149
2020 TBIG 0,046 1,445 2,926
2020 TOWR 0,071 1,654 2,363
2021 TLKM 0.018 0,431 0,906
2021 EXCL 0,008 1,579 2,622
2021 ISAT 0,092 1,299 5,154
2021 FREN 0,059 1,668 2,427
2021 BTEL 0,638 0,841 -10,038
2021 KBLV 0,530 4,951 0,150
2021 BALI 39,873 0,852 1,127
2021 GOLD 0,010 0,008 0,105
2021 LAST 13,784 0,326 0,450
2021 OASA 0,049 1,707 2,679
2021 SUPR 0,039 1,783 2,624
2021 TBIG 0,059 2,416 3,277
2021 TOWR 0,06 2,644 4,457
Lampiran 3. Uji Normalitas
One-Sample Kolmogorov-Smirnov Test
Unstandardized Residual
N 50
Normal Parametersa,b Mean -74.1923877
Std. Deviation 1.28495722
Most Extreme Differences Absolute .179
Positive .158
Negative -.179
Kolmogorov-Smirnov Z 1.265
Asymp. Sig. (2-tailed) .082
a. Test distribution is Normal.
b. Calculated from data.
Lampiran 4. Uji Multikolinearitas
Lampiran 5. Uji Heteroskedastisitas
Lampiran 6. Uji Autokorelasi
Coefficientsa
Model Unstandardized
Coefficients
Standardized Coefficients
T Sig.
Correlations Collinearity Statistics
B Std. Error Beta Zero-order Partial Part Tolerance VIF
1 (Constant) .689 .331 2.079 .043
X1 .035 .013 .007 1.054 .007 -.128 .008 .007 .940 1.064
X2 .073 .200 .549 4.359 .000 .547 .537 .532 .940 1.064
Model Summaryb Mode
l
R R Square
Adjusted R Square
Std. Error of the Estimate
Change Statistics
Durbin- Watson R Square
Change F Change df1 df2
Sig. F Change
1 .723a .523 .508 1.312012 .299 10.047 2 50 .000 1.692
a. Predictors: (Constant), X2, X1 b. Dependent Variable: Y
Lampiran 7. Uji Regresi Linier Berganda
Lampiran 8. Uji Persial (Uji t)
Lampiran 9. Uji Simultan (Uji F)
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 34.588 2 17.294 10.047 .000a
Residual 80.905 50 1.721
Total 115.493 65
a. Predictors: (Constant), X2, X1 b. Dependent Variable: Y
Coefficientsa
Model Unstandardized
Coefficients
Standardized Coefficients
t Sig.
Correlations Collinearity Statistics
B Std. Error Beta Zero-order Partial Part Tolerance VIF
1 (Constant) .689 .331 2.079 .043
X1 .035 .013 .007 1.054 .007 -.128 .008 .007 .940 1.064
X2 .073 .200 .549 4.359 .000 .547 .537 .532 .940 1.064
Coefficientsa
Model Unstandardized
Coefficients
Standardized Coefficients
t Sig.
Correlations Collinearity Statistics
B Std. Error Beta Zero-order Partial Part Tolerance VIF
1 (Constant) .689 .331 2.079 .043
X1 .035 .013 .007 1.054 .007 -.128 .008 .007 .940 1.064
X2 .073 .200 .549 4.359 .000 .547 .537 .532 .940 1.064
Lampiran 10. Uji Koefisien Determinasi (R2)
Lampiran 11. Uji Koefisien Korelasi
Lampiran 1. Statistik Deskriptive
Model Summaryb Mode
l
R R Square
Adjusted R Square
Std. Error of the Estimate
Change Statistics
Durbin- Watson R Square
Change F Change df1 df2
Sig. F Change
1 .723a .523 .508 1.312012 .299 10.047 2 50 .000 1.692
a. Predictors: (Constant), X2, X1 b. Dependent Variable: Y
Model Summaryb Mode
l
R R Square
Adjusted R Square
Std. Error of the Estimate
Change Statistics
Durbin- Watson R Square
Change F Change df1 df2
Sig. F Change
1 .723a .523 .508 1.312012 .299 10.047 2 50 .000 1.692
a. Predictors: (Constant), X2, X1 b. Dependent Variable: Y
