Critical Thinking Assignment (125 points) Using the Framingham Heart Study dataset provided, perform the ANOVA multivariable linear regression analysis using BMI as a continuous variable Before conducting the analysis, be sure that all participants have complete data on all analysis variables Describe how each characteristic is related to BMI Discuss the alpha, p value, and F statistics and what you notice about their significance levels Discuss any differences that you notice concerning the significance of any of the independent variables H 0 The BMI is not related to the patient characteristics of Glucose, Angina, Stroke, CVD, and Hypertension in the Framingham Heart Study (Null Hypothesis) H 1 The BMI is related to the patient characteristics of Glucose, Angina, Stroke, CVD, and Hypertension in the Framingham Heart Study (Alternative Hypothesis) Your paper must be written with, an introduction, a discussion where you interpret the meaning of the ANOVA test, and a conclusion should be included Your submission should be pages to discuss and display your findings Provide support for your statements with in text citations from a minimum of two scholarly, peer reviewed articles One of these sources may be from the class readings, textbook, or lectures, but the others must be external The Saudi Digital Library is a good place to find these sources and should be your primary resource for conducting research Follow APA 7th edition and Saudi Electronic University writing standards SUMMARY OUTPUT Regression Statistics Multiple R 0 241249667 R Square 0 058201402 Adjusted R Square 0 057710933 Standard Error 3 918711205 Observations 9607 ANOVA df SS MS F Significance F Regression 5 9111 258994 1822 251799 118 66479 3 4E 122 Residual 9601 147435 8124 15 35629751 Total 9606 156547 0714 Coefficients Standard Error t Stat P value Lower 95 Upper 95 Intercept 23 44617215 0 151335873 154 9280531 0 23 14952 23 74282 GLUCOSE 0 009897347 0 00987347 6 145799677 8 27E 05 0 006741 0 013054 ANYCHD 0 435672486 0 435672486 3 744920952 0 0001815 0 207628 0 663717 STROKE 0 036815872 0 036815872 0 21955736 0 8262206 0 29188 0 365508 CVD 0 520424124 0 520424124 4 381645341 1 19E 05 0 287603 0 753246 HYPERTEN 1 829475184 1 829475184 19 71856351 7 05E 85 1 647608 2 011342

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Critical Thinking Assignment (125 points) Using the Framingham Heart Study dataset provided, perform the ANOVA multivariable linear regression analysis using BMI as a continuous variable.

Critical Thinking Assignment (125 points)

Using the Framingham Heart Study dataset provided, perform the ANOVA multivariable linear regression analysis using BMI as a continuous variable. Before conducting the analysis, be sure that all participants have complete data on all analysis variables.

Describe how each characteristic is related to BMI.

Discuss the alpha, p-value, and F statistics and what you notice about their significance levels.
Discuss any differences that you notice concerning the significance of any of the independent variables.

H₀The BMI is not related to the patient characteristics of Glucose, Angina, Stroke, CVD, and Hypertension in the Framingham Heart Study. (Null Hypothesis)

H₁The BMI is related to the patient characteristics of Glucose, Angina, Stroke, CVD, and Hypertension in the Framingham Heart Study. (Alternative Hypothesis)

Your paper must be written with, an introduction, a discussion where you interpret the meaning of the ANOVA test, and a conclusion should be included.
Your submission should be pages to discuss and display your findings.
Provide support for your statements with in-text citations from a minimum of two scholarly, peer-reviewed articles. One of these sources may be from the class readings, textbook, or lectures, but the others must be external. The Saudi Digital Library is a good place to find these sources and should be your primary resource for conducting research.
Follow APA 7th edition and Saudi Electronic University writing standards.


SUMMARY OUTPUT

Regression Statistics
Multiple R	0.241249667
R Square	0.058201402
Adjusted R Square	0.057710933
Standard Error	3.918711205
Observations	9607

ANOVA
	df	SS	MS	F	Significance F
Regression	5	9111.258994	1822.251799	118.66479	3.4E-122
Residual	9601	147435.8124	15.35629751
Total	9606	156547.0714

	Coefficients	Standard Error	t Stat	P-value	Lower 95%	Upper 95%
Intercept	23.44617215	0.151335873	154.9280531	0	23.14952	23.74282
GLUCOSE	0.009897347	0.00987347	6.145799677	8.27E-05	0.006741	0.013054
ANYCHD	0.435672486	0.435672486	3.744920952	0.0001815	0.207628	0.663717
STROKE	0.036815872	0.036815872	0.21955736	0.8262206	-0.29188	0.365508
CVD	0.520424124	0.520424124	4.381645341	1.19E-05	0.287603	0.753246
HYPERTEN	1.829475184	1.829475184	19.71856351	7.05E-85	1.647608	2.011342