Minggu, 20 September 2015

SPSS


1.      Rata-rata dan standar deviasi
Descriptive Statistics

Mean
Std. Deviation
N
Jml_rakaatsunnah
4,1667
2,76246
48
Jml_sosmed
5,2083
2,52610
48
Jml_organisasi
1,6042
,91651
48

2.      Hubungan antar variabel
Correlations

Jml_rakaatsunnah
Jml_sosmed
Jml_organisasi
Pearson Correlation
Jml_rakaatsunnah
1,000
-,145
,094
Jml_sosmed
-,145
1,000
-,138
Jml_organisasi
,094
-,138
1,000
Sig. (1-tailed)
Jml_rakaatsunnah
.
,162
,263
Jml_sosmed
,162
.
,174
Jml_organisasi
,263
,174
.
N
Jml_rakaatsunnah
48
48
48
Jml_sosmed
48
48
48
Jml_organisasi
48
48
48

3.      Kolom penanda

Variables Entered/Removeda
Model
Variables Entered
Variables Removed
Method
1
Jml_organisasi, Jml_sosmedb
.
Enter
a. Dependent Variable: Jml_rakaatsunnah
b. All requested variables entered.











4.      Kemampuan variabel-variabel X menjelaskan variabel Y
Model Summaryb
Model
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
,163a
,027
-,017
2,78529
,027
,616
2
45
,544
1,817
a. Predictors: (Constant), Jml_organisasi, Jml_sosmed
b. Dependent Variable: Jml_rakaatsunnah
5.      Uji T

Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t
Sig.
Correlations
Collinearity Statistics
B
Std. Error
Beta
Zero-order
Partial
Part
Tolerance
VIF
1
(Constant)
4,572
1,249

3,660
,001





Jml_sosmed
-,148
,162
-,135
-,909
,368
-,145
-,134
-,134
,981
1,019
Jml_organisasi
,227
,448
,075
,506
,615
,094
,075
,074
,981
1,019
a. Dependent Variable: Jml_rakaatsunnah










6.      Uji F
ANOVAa
Model
Sum of Squares
df
Mean Square
F
Sig.
1
Regression
9,565
2
4,782
,616
,544b
Residual
349,102
45
7,758


Total
358,667
47



a. Dependent Variable: Jml_rakaatsunnah
b. Predictors: (Constant), Jml_organisasi, Jml_sosmed

7.      Asumsi Klasik
A.    Uji Multikolinearitas
Lihat Tabel Coefficient

B.     Uji Heteroskedastisitas
Scatterplot sebelum Uji Park
            Scatterplot setelah Uji Park


Setelah Uji Park dihasilkan tabel Koefisien sebagai berikut

Coefficientsa
Model
Unstandardized Coefficients
Standardized Coefficients
t
Sig.
Correlations
Collinearity Statistics
B
Std. Error
Beta
Zero-order
Partial
Part
Tolerance
VIF
1
(Constant)
1,326
,003

410,414
,000





Jml_sosmed
-,032
,000
-,833
-77,090
,000
-,894
-,996
-,825
,981
1,019
Jml_organisasi
,048
,001
,446
41,242
,000
,561
,987
,441
,981
1,019
a. Dependent Variable: logresy2

C.     Autokorelasi


Model Summaryb
Model
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
,163a
,027
-,017
2,78529
,027
,616
2
45
,544
1,817
a. Predictors: (Constant), Jml_organisasi, Jml_sosmed
b. Dependent Variable: Jml_rakaatsunnah

















D.    Uji Normalitas

E.      

Tests of Normality

Kolmogorov-Smirnova
Shapiro-Wilk
Statistic
df
Sig.
Statistic
df
Sig.
Jml_sosmed
,184
48
,000
,893
48
,000
Jml_organisasi
,245
48
,000
,887
48
,000
Jml_rakaatsunnah
,191
48
,000
,927
48
,005
a. Lilliefors Significance Correction

F.      Uji Linearitas


ANOVA Table

Sum of Squares
df
Mean Square
F
Sig.
Jml_rakaatsunnah * Jml_organisasi
Between Groups
(Combined)
19,438
4
4,860
,616
,653
Linearity
3,158
1
3,158
,400
,530
Deviation from Linearity
16,280
3
5,427
,688
,564
Within Groups
339,229
43
7,889


Total
358,667
47












Collinearity Diagnosticsa
Model
Dimension
Eigenvalue
Condition Index
Variance Proportions
(Constant)
Jml_sosmed
Jml_organisasi
1
1
2,686
1,000
,01
,02
,03
2
,246
3,303
,00
,32
,54
3
,067
6,322
,98
,65
,43
a. Dependent Variable: Jml_rakaatsunnah