STATISTIK DESKRIPTIF
UJI ASUMSI KLASIK
UJI NORMALITAS (SEBELUM DATA NORMAL)
Case Processing Summary
Cases
Valid Missing Total N Percent N Percent N Percent Unstandardized Residual 99 100,0% 0 0,0% 99 100,0%
Descriptives
Statistic Std. Error
Unstandardized Residual
Mean 0E-7 ,12417850
95% Confidence Interval for Mean
Lower Bound -,2464282
Upper Bound ,2464282
5% Trimmed Mean -,1087193
Median -,1751432
Variance 1,527
Std. Deviation 1,23556046
Minimum -1,44030
Maximum 10,30988
Range 11,75018
Interquartile Range ,83519
Skewness 6,053 ,243 Unstandardized Residual -,1344657 -,1779970 -,1485934 -,1793625 a. The weighting constant is 1,339.
b. The weighting constant is 4,685.
Percentiles
Case Number Value
Unstandardized Residual
Highest
Tests of Normality
UJI NORMALITAS (SETELAH DATA NORMAL)
Case Processing Summary
Cases
Valid Missing Total N Percent N Percent N Percent Unstandardized Residual 79 100,0% 0 0,0% 79 100,0%
Descriptives
Statistic Std. Error
Unstandardized Residual
Mean 0E-7 ,05782640
95% Confidence Interval for Mean
Lower Bound -,1151235
Upper Bound ,1151235
5% Trimmed Mean -,0221445
Median -,0398597
Variance ,264
Std. Deviation ,51397232
Minimum -,99835
Maximum 1,52552
Range 2,52387
Interquartile Range ,68861
Skewness ,646 ,271 Unstandardized Residual -,0391283 -,0635520 -,0405976 -,0642867 a. The weighting constant is 1,339.
b. The weighting constant is 4,685.
c. The weighting constants are 1,700, 3,400, and 8,500 d. The weighting constant is 1,340*pi.
Percentiles zed Residual
-Tukey's Hinges Unstandardi zed Residual
-Extreme Values
Case Number Value
Unstandardized Residual
Highest
1 50 1,52552
2 48 1,32465
3 74 1,20512
4 27 1,02229
5 10 ,97350
Lowest
1 16 -,99835 2 38 -,95096 3 43 -,85755 4 19 -,67909 5 70 -,64955
Tests of Normality
Kolmogorov-Smirnova Shapiro-Wilk Statistic df Sig. Statistic df Sig. Unstandardized Residual ,076 79 ,200* ,971 79 ,069 *. This is a lower bound of the true significance.
UJI HETEROSKEDASTISITAS
Variables Entered/Removeda
Model Variables Entered
Variables Removed
Method
1 EG, ROE, NPM,
ROAb . Enter a. Dependent Variable: ABSOLUT
b. All requested variables entered.
Model Summary
Model R R Square Adjusted R Square
Std. Error of the Estimate 1 ,229a ,052 ,001 ,32328 a. Predictors: (Constant), EG, ROE, NPM, ROA
ANOVAa
Model Sum of Squares df Mean Square F Sig.
1
Regression ,427 4 ,107 1,020 ,402b Residual 7,734 74 ,105
Total 8,160 78 a. Dependent Variable: ABSOLUT
b. Predictors: (Constant), EG, ROE, NPM, ROA
Coefficientsa
Model Unstandardized Coefficients Standardized Coefficients
t Sig.
B Std. Error Beta
1
UJI MULTIKOLINEARITAS
Coefficientsa
Model Unstandardized Coefficients
Standardized Coefficients
t Sig. Collinearity Statistics B Std. Error Beta Tolerance VIF
1
(Constant) ,066 ,093 ,711 ,479
NPM ,294 ,382 ,140 1,768 ,045 ,381 2,625 ROE ,173 1,273 ,033 ,136 ,892 ,219 4,560 ROA 3,385 3,013 ,313 2,123 ,035 ,163 6,124 EG -,010 ,088 -,014 -,116 ,908 ,870 1,150 a. Dependent Variable: Rt
UJI AUTOKORELASI
Model Summaryb
Model R R Square Adjusted R Square
Std. Error of the Estimate
Durbin-Watson
1 ,245a ,060 ,009 ,527681 2,214 a. Predictors: (Constant), EG, ROE, NPM, ROA
UJI HIPOTESIS
Variables Entered/Removeda
Model Variables Entered a. Dependent Variable: Rt
b. All requested variables entered.
Model Summaryb
Model R R Square Adjusted R a. Predictors: (Constant), EG, ROE, NPM, ROA
b. Dependent Variable: Rt
ANOVAa a. Dependent Variable: Rt
b. Predictors: (Constant), EG, ROE, NPM, ROA
Coefficientsa
LAMPIRAN 2:
DATA
No Tahun Nama Perusahaan Kode Laba Bersih
Penjualan Bersih NPM
Laba Bersih
Total
Ekuitas ROE Laba Bersih
Total
Asset ROA EPS t EPS t-1 EG Pt Pt-1 Rt
94 2012 Perdana Gapuraprima Tbk GPRA 45 389 0,116 45 652 0,069 45 1236 0,036 14 11 0,273 101 156 -0,353
95 2012 Ristia Bintang Mahkotasejati Tbk RBMS 16 16 1,000 16 125 0,128 16 136 0,118 49 1 48,000 140 86 0,628
96 2012 Roda Vivatex Tbk RDTX 114 296 0,385 114 828 0,138 114 1082 0,105 424 636 -0,333 3500 2700 0,296
97 2012 Sentul City Tbk BKSL 137 458 0,299 137 4595 0,030 137 5290 0,026 4 2 1,000 191 265 -0,279
98 2012 Summarecon Agung Tbk SMRA 389 2359 0,165 389 2477 0,157 389 8099 0,048 57 34 0,676 1880 1240 0,516
