Regression

Notes	
Output Created	03-APR-2020 18:35:31	
Comments		
Input	Data	C:\Users\Hadistian\Documents\GWR BARU\FIX.sav	
	Active Dataset	DataSet1	
	Filter	<none>	
	Weight	<none>	
	Split File	<none>	
	N of Rows in Working Data File	29	
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_PLP
  /METHOD=ENTER X1_LPP LnX2_KP LnX3_KM.	
Resources	Processor Time	00:00:00,02	
	Elapsed Time	00:00:00,01	
	Memory Required	2108 bytes	
	Additional Memory Required for Residual Plots	0 bytes	

Variables Entered/Removeda	
Model	Variables Entered	Variables Removed	Method	
1	LnX3_KM, X1_LPP, LnX2_KPb	.	Enter	

a. Dependent Variable: Y_PLP	
b. All requested variables entered.	

Model Summary	
Model	R	R Square	Adjusted R Square	Std. Error of the Estimate	
1	.638a	.407	.336	54.01855	

a. Predictors: (Constant), LnX3_KM, X1_LPP, LnX2_KP	

ANOVAa	
Model	Sum of Squares	df	Mean Square	F	Sig.	
1	Regression	50129.122	3	16709.707	5.726	.004b	
	Residual	72950.100	25	2918.004			
	Total	123079.223	28				

a. Dependent Variable: Y_PLP	
b. Predictors: (Constant), LnX3_KM, X1_LPP, LnX2_KP	

Coefficientsa	
Model	Unstandardized Coefficients	Standardized Coefficients	t	Sig.	
	B	Std. Error	Beta			
1	(Constant)	-686.826	310.275		-2.214	.036	
	X1_LPP	-18.250	5.466	-.722	-3.339	.003	
	LnX2_KP	78.707	35.336	.648	2.227	.035	
	LnX3_KM	26.681	18.517	.401	1.441	.162	

a. Dependent Variable: Y_PLP	

NPar Tests

Notes	
Output Created	03-APR-2020 18:35:42	
Comments		
Input	Data	C:\Users\Hadistian\Documents\GWR BARU\FIX.sav	
	Active Dataset	DataSet1	
	Filter	<none>	
	Weight	<none>	
	Split File	<none>	
	N of Rows in Working Data File	29	
Missing Value Handling	Definition of Missing	User-defined missing values are treated as missing.	
	Cases Used	Statistics for each test are based on all cases with valid data for the variable(s) used in that test.	
Syntax	NPAR TESTS
  /K-S(NORMAL)=RES_1
  /MISSING ANALYSIS.	
Resources	Processor Time	00:00:00,00	
	Elapsed Time	00:00:00,00	
	Number of Cases Alloweda	393216	

a. Based on availability of workspace memory.	

One-Sample Kolmogorov-Smirnov Test	
	Unstandardized Residual	
N	29	
Normal Parametersa,b	Mean	.0000000	
	Std. Deviation	51.04273434	
Most Extreme Differences	Absolute	.124	
	Positive	.091	
	Negative	-.124	
Test Statistic	.124	
Asymp. Sig. (2-tailed)	.200c,d	

a. Test distribution is Normal.	
b. Calculated from data.	
c. Lilliefors Significance Correction.	
d. This is a lower bound of the true significance.	

Regression

Notes	
Output Created	03-APR-2020 18:35:55	
Comments		
Input	Data	C:\Users\Hadistian\Documents\GWR BARU\FIX.sav	
	Active Dataset	DataSet1	
	Filter	<none>	
	Weight	<none>	
	Split File	<none>	
	N of Rows in Working Data File	29	
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 COLLIN TOL
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN
  /DEPENDENT Y_PLP
  /METHOD=ENTER X1_LPP LnX2_KP LnX3_KM
  /RESIDUALS DURBIN.	
Resources	Processor Time	00:00:00,03	
	Elapsed Time	00:00:00,03	
	Memory Required	2116 bytes	
	Additional Memory Required for Residual Plots	0 bytes	

Variables Entered/Removeda	
Model	Variables Entered	Variables Removed	Method	
1	LnX3_KM, X1_LPP, LnX2_KPb	.	Enter	

a. Dependent Variable: Y_PLP	
b. All requested variables entered.	

Model Summaryb	
Model	Durbin-Watson	
1	1.799a	

a. Predictors: (Constant), LnX3_KM, X1_LPP, LnX2_KP	
b. Dependent Variable: Y_PLP	

Coefficientsa	
Model	Unstandardized Coefficients	Standardized Coefficients	t	Sig.	Collinearity Statistics		
	B	Std. Error	Beta			Tolerance		
1	(Constant)	-686.826	310.275		-2.214	.036			
	X1_LPP	-18.250	5.466	-.722	-3.339	.003	.507		
	LnX2_KP	78.707	35.336	.648	2.227	.035	.280		
	LnX3_KM	26.681	18.517	.401	1.441	.162	.306		

Coefficientsa	
Model	Collinearity Statistics	
	VIF	
1	(Constant)		
	X1_LPP	1.972	
	LnX2_KP	3.572	
	LnX3_KM	3.273	

a. Dependent Variable: Y_PLP	

Collinearity Diagnosticsa	
Model	Dimension	Eigenvalue	Condition Index	Variance Proportions	
				(Constant)	X1_LPP	LnX2_KP	LnX3_KM	
1	1	3.531	1.000	.00	.01	.00	.00	
	2	.424	2.886	.00	.28	.00	.04	
	3	.045	8.848	.00	.63	.01	.41	
	4	.001	78.850	1.00	.08	.99	.55	

a. Dependent Variable: Y_PLP	

Residuals Statisticsa	
	Minimum	Maximum	Mean	Std. Deviation	N	
Predicted Value	-160.4588	1.4540	-55.1993	42.31224	29	
Residual	-119.68783	87.87806	.00000	51.04273	29	
Std. Predicted Value	-2.488	1.339	.000	1.000	29	
Std. Residual	-2.216	1.627	.000	.945	29	

a. Dependent Variable: Y_PLP	

Regression

Notes	
Output Created	03-APR-2020 18:37:02	
Comments		
Input	Data	C:\Users\Hadistian\Documents\GWR BARU\FIX.sav	
	Active Dataset	DataSet1	
	Filter	<none>	
	Weight	<none>	
	Split File	<none>	
	N of Rows in Working Data File	29	
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
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN
  /DEPENDENT RABS
  /METHOD=ENTER X1_LPP LnX2_KP LnX3_KM.	
Resources	Processor Time	00:00:00,02	
	Elapsed Time	00:00:00,03	
	Memory Required	2108 bytes	
	Additional Memory Required for Residual Plots	0 bytes	

Variables Entered/Removeda	
Model	Variables Entered	Variables Removed	Method	
1	LnX3_KM, X1_LPP, LnX2_KPb	.	Enter	

a. Dependent Variable: RABS	
b. All requested variables entered.	

Coefficientsa	
Model	Unstandardized Coefficients	Standardized Coefficients	t	Sig.	
	B	Std. Error	Beta			
1	(Constant)	315.381	187.081		1.686	.104	
	X1_LPP	4.709	3.296	.375	1.429	.165	
	LnX2_KP	-33.414	21.306	-.553	-1.568	.129	
	LnX3_KM	-10.711	11.165	-.324	-.959	.347	

a. Dependent Variable: RABS