JAWABAN TUGAS ANALISIS REGRESI HAL 153

TUGAS ANALISIS REGRESI HAL 153

Nama : Umi Kholifah

Nim     : 201532242

Sesi      : 11

Estimasi model 1 :  Cholesterol =  203,123 +0,127 Trigliserida

Coefficientsa
Model		Unstandardized Coefficients		Standardized Coefficients	t	Sig.
		B	Std. Error	Beta
1	(Constant)	203,123	17,156		11,840	,000
	kadar trigi	,127	,093	,203	1,360	,181

a.     Dependent Variabel:kadar ko

ANOVAb
Model		Sum of Squares	df	Mean Square	F	Sig.
1	Regression	1181,676	1	1181,676	1,850	,181a
	Residual	27464,768	43	638,716
	Total	28646,444	44
a. Predictors: (Constant), kadar trigi
b. Dependent Variable: kadar ko

Estimasi Model 2 Kolesterol = 204,048 + 0,445 umur

Coefficientsa
Model		Unstandardized Coefficients		Standardized Coefficients	t	Sig.
		B	Std. Error	Beta
1	(Constant)	204,048	22,093		9,236	,000
	Umur	,445	,444	,151	1,004	,321
a. Dependent Variable: kadar ko

ANOVAb
Model		Sum of Squares	df	Mean Square	F	Sig.
1	Regression	655,625	1	655,625	1,007	,321a
	Residual	27990,819	43	650,949
	Total	28646,444	44
a. Predictors: (Constant), umur
b. Dependent Variable: kadar ko

Estimasi model 3 Kolesterol = 217,420 + 0,003 umurq

Coefficientsa
Model		Unstandardized Coefficients		Standardized Coefficients	t	Sig.
		B	Std. Error	Beta
1	(Constant)	217,420	11,555		18,816	,000
	umur kuadrat	,003	,004	,118	,777	,442
a. Dependent Variable: kadar ko

ANOVAb
Model		Sum of Squares	df	Mean Square	F	Sig.
1	Regression	396,227	1	396,227	,603	,442a
	Residual	28250,217	43	656,982
	Total	28646,444	44
a. Predictors: (Constant), umur kuadrat
b. Dependent Variable: kadar ko

Estimasi model 4 Kolesterol = 192,155 + 0,108 trigliserida + 0,292 umur

1Coefficientsa
Model		Unstandardized Coefficients		Standardized Coefficients	t	Sig.
		B	Std. Error	Beta
1	(Constant)	192,155	24,554		7,826	,000
	umur	,292	,464	,099	,629	,533
	kadar trigi	,108	,098	,173	1,099	,278
a. Dependent Variable: kadar ko

ANOVAb
Model		Sum of Squares	df	Mean Square	F	Sig.
1	Regression	1437,719	2	718,860	1,110	,339a
	Residual	27208,725	42	647,827
	Total	28646,444	44
a. Predictors: (Constant), kadar trigi, umur
b. Dependent Variable: kadar ko

Estimasi model 5 Kolesterol =  200,525 +0,115 trigliserida + 0,002 umurq

Coefficientsa
Model		Unstandardized Coefficients		Standardized Coefficients	t	Sig.
		B	Std. Error	Beta
1	(Constant)	200,525	18,433		10,879	,000
	kadar trigi	,115	,098	,185	1,173	,247
	umur kuadrat	,002	,005	,065	,413	,682
a. Dependent Variable: kadar ko

ANOVAb
Model		Sum of Squares	df	Mean Square	F	Sig.
1	Regression	1292,618	2	646,309	,992	,379a
	Residual	27353,826	42	651,282
	Total	28646,444	44
a. Predictors: (Constant), umur kuadrat, kadar trigi
b. Dependent Variable: kadar ko

Estimasi model 6 Kolesterol = -21,969 + 0,79 trigliserida + 9,220 umur + (-0,088)umurq

Coefficientsa
Model		Unstandardized Coefficients		Standardized Coefficients	T	Sig.
		B	Std. Error	Beta
1	(Constant)	-21,969	104,532		-,210	,835
	Umur	9,220	4,269	3,132	2,160	,037
	kadar trigi	,079	,095	,126	,825	,414
	umur kuadrat	-,088	,042	-3,035	-2,103	,042
a. Dependent Variable: kadar ko

ANOVAb
Model		Sum of Squares	df	Mean Square	F	Sig.
1	Regression	4086,344	3	1362,115	2,274	,094a
	Residual	24560,100	41	599,027
	Total	28646,444	44
a. Predictors: (Constant), umur kuadrat, kadar trigi, umur
b. Dependent Variable: kadar ko

ANOVA Tabel untuk Kolesterol dengan Trigliserid, Umur, Umurq

sumber	df	SS	MS	F	r2
Regresi    X1                 X2| X1          X3| X1, X2	1 1 1	1181,676 256,043 2648,625	1181,676 256,043 2648,625	1,972 0,427 4,421	0,142
Residual	41	24560,100	599,026
Total	44	28646,444

No	Model Estimasi	F	r2
1.	Cholesterol =  203,123 +0,127 Trigliserida	1,850	0,041
2.	Kolesterol = 204,048 + 0,445 umur	1,007	0,02
3.	Kolesterol = 217,420 + 0,003 umurq	0,603	0,013
4.	Kolesterol = 192,155 + 0,108 trigliserida + 0,292 umur	1,110	0,050
5.	Kolesterol =  200,525 +0,115 trigliserida + 0,002 umurq	0,041	0,045
6.	Kolesterol = -21,969 + 0,79 trigliserida + 9,220 umur + (-0,088)umurq	0,022	0,142