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y Pearson Correlation 1 .035 .417 ** .644 ** .652 ** .042 -.320 *
Sig. (2-tailed) .807 .003 .000 .000 .775 .023
N 50 50 50 50 50 50 50
x1 Pearson Correlation .035 1 -.125 .078 .108 -.042 .178
Sig. (2-tailed) .807 .387 .591 .455 .773 .216
N 50 50 50 50 50 50 50
x2 Pearson Correlation .417 ** -.125 1 .277 .256 -.095 -.205
Sig. (2-tailed) .003 .387 .052 .073 .513 .154
N 50 50 50 50 50 50 50
x3 Pearson Correlation .644 ** .078 .277 1 .933 ** -.119 -.224
Sig. (2-tailed) .000 .591 .052 .000 .409 .117
N 50 50 50 50 50 50 50
x4 Pearson Correlation .652 ** .108 .256 .933 ** 1 -.076 -.203
Sig. (2-tailed) .000 .455 .073 .000 .598 .158
N 50 50 50 50 50 50 50
x5 Pearson Correlation .042 -.042 -.095 -.119 -.076 1 .060
Sig. (2-tailed) .775 .773 .513 .409 .598 .680
N 50 50 50 50 50 50 50
x6 Pearson Correlation -.320 * .178 -.205 -.224 -.203 .060 1
Sig. (2-tailed) .023 .216 .154 .117 .158 .680
N 50 50 50 50 50 50 50
**. Correlation is significant at the 0.01 level (2-tailed).
*. Correlation is significant at the 0.05 level (2-tailed).
REGRESSION/MISSING LISTWISE/STATISTICS COEFF OUTS R ANOVA/CRITERIA=PIN(.05) POUT(.10)/NOORIGIN/DEPENDENT y/METHOD=ENTER x1 x2 x3 x4 x5 x6.
Regression
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Notes
Output Created 17-Dec-2012 05:28:37
Comments
Input Active Dataset DataSet0
Filter
Weight
Split File
N of Rows in Working Data
File
50
Missing Value Handling Definition of Missing User-defined missing values are treated
as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT y
/METHOD=ENTER x1 x2 x3 x4 x5 x6.
Resources Processor Time 0:00:00.016
Elapsed Time 0:00:00.031
Memory Required 3076 bytes
Additional Memory Required
for Residual Plots
0 bytes
[DataSet0]
Variables Entered/Removed b
Model
Variables
Entered
Variables
Removed Method
1 x6, x5, x1, x2, x4,
x3 a
. Enter
a. All requested variables entered.
b. Dependent Variable: y
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Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .732 a .536 .472 5.62562
a. Predictors: (Constant), x6, x5, x1, x2, x4, x3
ANOVA b
Model Sum of Squares df Mean Square F Sig.
1 Regression 1573.973 6 262.329 8.289 .000 a
Residual 1360.847 43 31.648
Total 2934.820 49
a. Predictors: (Constant), x6, x5, x1, x2, x4, x3
b. Dependent Variable: y
Coefficients a
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig.B Std. Error Beta
1 (Constant) -3.671 11.582 -.317 .753
x1 .005 .012 .046 .425 .673
x2 .021 .009 .250 2.267 .029
x3 .108 .147 .215 .735 .466
x4 .023 .018 .358 1.233 .224
x5 .002 .001 .130 1.232 .224
x6 -.119 .080 -.164 -1.496 .142
a. Dependent Variable: y
R 2 = 0.536
S = 5.62562
F= 8.289
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PARTIAL CORR/VARIABLES=y x2 x3 x4 x5 x6 BY x1/SIGNIFICANCE=TWOTAIL/MISSING=LISTWISE.
Partial Corr
Notes
Output Created 17-Dec-2012 05:30:05
Comments
Input Active Dataset DataSet0
Filter
Weight
Split File
N of Rows in Working Data
File
50
Missing Value Handling Definition of Missing User defined missing values are treated
as missing.
Cases Used Statistics are based on cases with no
missing data for any variable listed.
Syntax PARTIAL CORR
/VARIABLES=y x2 x3 x4 x5 x6 BY x1
/SIGNIFICANCE=TWOTAIL
/MISSING=LISTWISE.
Resources Processor Time 0:00:00.016
Elapsed Time 0:00:00.017
[DataSet0]
Correlations
Control Variables y x2 x3 x4 x5 x6
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x1 y Correlation 1.000 .425 .643 .652 .043 -.332
Significance (2-tailed) . .002 .000 .000 .769 .020
df 0 47 47 47 47 47
x2 Correlation .425 1.000 .290 .273 -.101 -.187
Significance (2-tailed) .002 . .043 .058 .491 .198
df 47 0 47 47 47 47
x3 Correlation .643 .290 1.000 .932 -.117 -.243
Significance (2-tailed) .000 .043 . .000 .425 .093
df 47 47 0 47 47 47
x4 Correlation .652 .273 .932 1.000 -.072 -.227
Significance (2-tailed) .000 .058 .000 . .622 .117
df 47 47 47 0 47 47
x5 Correlation .043 -.101 -.117 -.072 1.000 .068
Significance (2-tailed) .769 .491 .425 .622 . .640
df 47 47 47 47 0 47
x6 Correlation -.332 -.187 -.243 -.227 .068 1.000
Significance (2-tailed) .020 .198 .093 .117 .640 .
df 47 47 47 47 47 0
REGRESSION/MISSING LISTWISE/STATISTICS COEFF OUTS R ANOVA/CRITERIA=PIN(.05) POUT(.10)/NOORIGIN/DEPENDENT y/METHOD=ENTER x2 x3 x4 x5 x6.
Regression
Notes
Output Created 17-Dec-2012 05:30:44
Comments
Input Active Dataset DataSet0
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Filter
Weight
Split File
N of Rows in Working Data
File
50
Missing Value Handling Definition of Missing User-defined missing values are treated
as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT y
/METHOD=ENTER x2 x3 x4 x5 x6.
Resources Processor Time 0:00:00.016
Elapsed Time 0:00:00.017
Memory Required 2692 bytes
Additional Memory Required
for Residual Plots
0 bytes
[DataSet0]
Variables Entered/Removed b
Model
Variables
Entered
Variables
Removed Method
1 x6, x5, x4, x2, x3 a . Enter
a. All requested variables entered.
b. Dependent Variable: y
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
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Notes
Output Created 17-Dec-2012 05:31:09
Comments
Input Active Dataset DataSet0
Filter
Weight
Split File
N of Rows in Working Data
File
50
Missing Value Handling Definition of Missing User defined missing values are treated
as missing.
Cases Used Statistics are based on cases with no
missing data for any variable listed.
Syntax PARTIAL CORR
/VARIABLES=y x2 x3 x4 x6 BY x1 x5
/SIGNIFICANCE=TWOTAIL
/MISSING=LISTWISE.
Resources Processor Time 0:00:00.015
Elapsed Time 0:00:00.017
[DataSet0]
Correlations
Control Variables y x2 x3 x4 x6
x1 & x5 y Correlation 1.000 .432 .654 .657 -.336
Significance (2-tailed) . .002 .000 .000 .019
df 0 46 46 46 46
x2 Correlation .432 1.000 .281 .268 -.181
Significance (2-tailed) .002 . .053 .066 .217
df 46 0 46 46 46
x3 Correlation .654 .281 1.000 .933 -.237
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Significance (2-tailed) .000 .053 . .000 .105
df 46 46 0 46 46
x4 Correlation .657 .268 .933 1.000 -.223
Significance (2-tailed) .000 .066 .000 . .128
df 46 46 46 0 46
x6 Correlation -.336 -.181 -.237 -.223 1.000
Significance (2-tailed) .019 .217 .105 .128 .
df 46 46 46 46 0
REGRESSION/MISSING LISTWISE/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)/NOORIGIN/DEPENDENT y/METHOD=ENTER x2 x3 x4 x6.
Regression
Notes
Output Created 17-Dec-2012 05:31:34
Comments
Input Active Dataset DataSet0
Filter
Weight
Split File
N of Rows in Working Data
File
50
Missing Value Handling Definition of Missing User-defined missing values are treated
as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
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Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT y
/METHOD=ENTER x2 x3 x4 x6.
Resources Processor Time 0:00:00.015
Elapsed Time 0:00:00.031
Memory Required 2332 bytes
Additional Memory Required
for Residual Plots
0 bytes
[DataSet0]
Variables Entered/Removed b
Model
Variables
Entered
Variables
Removed Method
1 x6, x4, x2, x3 a . Enter
a. All requested variables entered.
b. Dependent Variable: y
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .720 a .519 .476 5.60332
a. Predictors: (Constant), x6, x4, x2, x3
ANOVA b
Model Sum of Squares df Mean Square F Sig.
1 Regression 1521.947 4 380.487 12.119 .000 a
Residual 1412.873 45 31.397
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Total 2934.820 49
a. Predictors: (Constant), x6, x4, x2, x3
b. Dependent Variable: y
Coefficients a
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig.B Std. Error Beta
1 (Constant) 2.119 7.291 .291 .773
x2 .020 .009 .236 2.170 .035
x3 .084 .145 .166 .575 .568
x4 .025 .018 .405 1.413 .164
x6 -.111 .078 -.153 -1.421 .162
a. Dependent Variable: y
R 2 = 0.519
S = 5.60332
F = 12.119
PARTIAL CORR/VARIABLES=y x2 x3 x4 BY x1 x5 x6/SIGNIFICANCE=TWOTAIL/MISSING=LISTWISE.
Partial Corr
Notes
Output Created 17-Dec-2012 05:31:54
Comments
Input Active Dataset DataSet0
Filter
Weight
Split File
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N of Rows in Working Data
File
50
Missing Value Handling Definition of Missing User defined missing values are treated
as missing.
Cases Used Statistics are based on cases with nomissing data for any variable listed.
Syntax PARTIAL CORR
/VARIABLES=y x2 x3 x4 BY x1 x5 x6
/SIGNIFICANCE=TWOTAIL
/MISSING=LISTWISE.
Resources Processor Time 0:00:00.000
Elapsed Time 0:00:00.000
[DataSet0]
Correlations
Control Variables y x2 x3 x4
x1 & x5 & x6 y Correlation 1.000 .401 .627 .634
Significance (2-tailed) . .005 .000 .000df 0 45 45 45
x2 Correlation .401 1.000 .249 .237
Significance (2-tailed) .005 . .091 .109
df 45 0 45 45
x3 Correlation .627 .249 1.000 .929
Significance (2-tailed) .000 .091 . .000
df 45 45 0 45
x4 Correlation .634 .237 .929 1.000
Significance (2-tailed) .000 .109 .000 .
df 45 45 45 0
REGRESSION/MISSING LISTWISE/STATISTICS COEFF OUTS R ANOVA/CRITERIA=PIN(.05) POUT(.10)
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/NOORIGIN/DEPENDENT y/METHOD=ENTER x2 x3 x4.
Regression
Notes
Output Created 17-Dec-2012 05:32:29
Comments
Input Active Dataset DataSet0
Filter Weight
Split File
N of Rows in Working Data
File
50
Missing Value Handling Definition of Missing User-defined missing values are treated
as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT y
/METHOD=ENTER x2 x3 x4.
Resources Processor Time 0:00:00.015
Elapsed Time 0:00:00.016
Memory Required 2012 bytes
Additional Memory Required
for Residual Plots
0 bytes
[DataSet0]
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R 2 = 0.497
S = 5.66506
F = 15.149
PARTIAL CORR/VARIABLES=y x3 x4 BY x1 x5 x6 x2/SIGNIFICANCE=TWOTAIL/MISSING=LISTWISE.
Partial Corr
Notes
Output Created 17-Dec-2012 05:32:50
Comments
Input Active Dataset DataSet0
Filter
Weight
Split File
N of Rows in Working Data
File
50
Missing Value Handling Definition of Missing User defined missing values are treated
as missing.
Cases Used Statistics are based on cases with no
missing data for any variable listed.
Syntax PARTIAL CORR
/VARIABLES=y x3 x4 BY x1 x5 x6 x2
/SIGNIFICANCE=TWOTAIL/MISSING=LISTWISE.
Resources Processor Time 0:00:00.016
Elapsed Time 0:00:00.015
[DataSet0]
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Correlations
Control Variables y x3 x4
x1 & x5 & x6 & x2 y Correlation 1.000 .594 .606
Significance (2-tailed) . .000 .000
df 0 44 44
x3 Correlation .594 1.000 .925
Significance (2-tailed) .000 . .000
df 44 0 44
x4 Correlation .606 .925 1.000
Significance (2-tailed) .000 .000 .
df 44 44 0
REGRESSION/MISSING LISTWISE/STATISTICS COEFF OUTS R ANOVA/CRITERIA=PIN(.05) POUT(.10)/NOORIGIN/DEPENDENT y/METHOD=ENTER x3 x4.
Regression
Notes
Output Created 17-Dec-2012 05:33:06
Comments
Input Active Dataset DataSet0
Filter
Weight
Split File
N of Rows in Working Data
File
50
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Missing Value Handling Definition of Missing User-defined missing values are treated
as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT y
/METHOD=ENTER x3 x4.
Resources Processor Time 0:00:00.031
Elapsed Time 0:00:00.048
Memory Required 1716 bytes
Additional Memory Required
for Residual Plots
0 bytes
[DataSet0]
Variables Entered/Removed b
Model
Variables
Entered
Variables
Removed Method
1 x4, x3 a . Enter
a. All requested variables entered.
b. Dependent Variable: y
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .659 a .435 .411 5.94182
a. Predictors: (Constant), x4, x3
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ANOVA b
Model Sum of Squares df Mean Square F Sig.
1 Regression 1275.476 2 637.738 18.064 .000 a
Residual 1659.344 47 35.305
Total 2934.820 49
a. Predictors: (Constant), x4, x3
b. Dependent Variable: y
Coefficients a
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig.B Std. Error Beta
1 (Constant) 6.520 1.712 3.808 .000
x3 .139 .153 .278 .913 .366
x4 .025 .019 .393 1.292 .203
a. Dependent Variable: y
R 2 = 0.435
S = 5.94182
F = 18.064
PARTIAL CORR/VARIABLES=y x4 BY x1 x5 x6 x2 x3/SIGNIFICANCE=TWOTAIL/MISSING=LISTWISE.
Partial Corr
Notes
Output Created 17-Dec-2012 05:33:42
Comments
Input Active Dataset DataSet0
Filter
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Weight
Split File
N of Rows in Working Data
File
50
Missing Value Handling Definition of Missing User defined missing values are treatedas missing.
Cases Used Statistics are based on cases with no
missing data for any variable listed.
Syntax PARTIAL CORR
/VARIABLES=y x4 BY x1 x5 x6 x2 x3
/SIGNIFICANCE=TWOTAIL
/MISSING=LISTWISE.
Resources Processor Time 0:00:00.000
Elapsed Time 0:00:00.016
[DataSet0]
Correlations
Control Variables y x4
x1 & x5 & x6 & x2 & x3 y Correlation 1.000 .185
Significance (2-tailed) . .224
df 0 43
x4 Correlation .185 1.000
Significance (2-tailed) .224 .
df 43 0
REGRESSION/MISSING LISTWISE/STATISTICS COEFF OUTS R ANOVA/CRITERIA=PIN(.05) POUT(.10)/NOORIGIN/DEPENDENT y/METHOD=ENTER x4.
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Regression
Notes Output Created 17-Dec-2012 05:33:55
Comments
Input Active Dataset DataSet0
Filter
Weight
Split File
N of Rows in Working Data
File
50
Missing Value Handling Definition of Missing User-defined missing values are treated
as missing.
Cases Used Statistics are based on cases with no
missing values for any variable used.
Syntax REGRESSION
/MISSING LISTWISE
/STATISTICS COEFF OUTS R ANOVA
/CRITERIA=PIN(.05) POUT(.10)
/NOORIGIN
/DEPENDENT y/METHOD=ENTER x4.
Resources Processor Time 0:00:00.016
Elapsed Time 0:00:00.015
Memory Required 1460 bytes
Additional Memory Required
for Residual Plots
0 bytes
[DataSet0]
Variables Entered/Removed b
Model
Variables
Entered
Variables
Removed Method
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1 x4 a . Enter
a. All requested variables entered.
b. Dependent Variable: y
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .652 a .425 .413 5.93152
a. Predictors: (Constant), x4
ANOVA b
Model Sum of Squares df Mean Square F Sig.
1 Regression 1246.039 1 1246.039 35.416 .000 a
Residual 1688.781 48 35.183
Total 2934.820 49
a. Predictors: (Constant), x4
b. Dependent Variable: y
Coefficients a
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig.B Std. Error Beta
1 (Constant) 5.965 1.598 3.733 .001
x4 .041 .007 .652 5.951 .000
a. Dependent Variable: y
R = 0.425
S = 5.93152
F = 35.416
Jadi, persamaan regresi terbaiknya adalah
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