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My Home قائمة شاملة (Current Semester – الفصل الحالي)HCM-506: Applied Biostatistics in Health 24783-Jeddah-Males التنقل من مقرر دراسي إلى مقرر دراسي Module 09: Multivariable Methods (Current Semester – الفصل الحالي)HCM-506: Applied Biostatistics in Healt 24783-Jeddah-Males الصفحة الرئيسية Announcement معلومات المحتوى المناقشات الأدوات تعليمات Grades Saudi Digital Library Smarthinking Tutoring Instructor Information Module 09: Multivariable Methods عنصر Module 09: Introduction الملفات المرفقة: ملف Module 9 Presentation slides (1.416 ميجا بايت) For Your Success Please view the interactive lecture, read all of the required readings for Module 9, and complete the Check Your Understanding activity. Review the recommended readings of the PowerPoint slides for the chapter and the readings in RStudio or Excel Data Analysis ToolPak. Your fourth Critical Thinking Assignment is due this week. Using the Framingham Heart Study dataset, you will compare the risk factors in men and women—the patient characteristics of age, systolic blood pressure, diastolic blood pressure, use of antihypertensive medication, current smoker, total serum cholesterol, mg/dL, body mass index (BMI), and diabetes—by determining the means for each risk factor. Create a table that summarizes your results. Review the assignment early in the week, and contact your instructor if you have any questions or concerns. Please note that your instructor will be hosting a required Live Session this week. Learning Outcomes Compare examples of dependent and independent variables in a study of a public health problem in Saudi Arabia. Evaluate the organization of data for regression analysis. Identify an example of confounding. Identify an example of effect modification. Differentiate the coefficients in multiple linear and multiple logistic regression analysis. Readings Required: Chapter 9: Multivariable Methods in Essentials of Biostatistics in Public Health Al-Rahimi, J. S., Nass, N. M., Hassoubah, S. A., Wazqar, D. Y., & Alamoudi, S. A. (2021). Levels and predictors of fear and health anxiety during the current outbreak of COVID-19 in immunocompromised and chronic disease patients in Saudi Arabia.pdf . PLoS ONE, 4. Malaeb, D., Salameh, P., Barbar, S., Awad, E., Haddad, C., Hallit, R., Sacre, H., Akel, M., Obeid, S., & Hallit, S. (2021). Problematic social media use and mental health (depression, anxiety, and insomnia) among Lebanese adults: Any mediating effect of stress? Perspectives in Psychiatric Care, 57(2), 539–549. Recommended: Chapter 9 Presentation Slides Chapter 11 in Introductory Statistics with R Regression Tool (pp. 121-122) in EXCEL Statistics: A Quick Guide ملف Module 09: Interactive Lecture الواجب Module 09: Critical Thinking Assignment Critical Thinking Assignment (110 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. H0 The BMI is not related to the patient characteristics of Glucose, Angina, Stroke, CVD, and Hypertension in the Framingham Heart Study. (Null Hypothesis) H1 The BMI is related to the patient characteristics of Glucose, Angina, Stroke, CVD, and Hypertension in the Framingham Heart Study. (Alternative Hypothesis) Upload both Excel sheets into RStudio if you are using RStudio to analyze the dataset. (Refer to Chapters 7 & 12 in Introductory Statistics with R orpages 111-122 in EXCEL statistics A quick guide T.Test). Conduct the simple linear regression (ANOVA) by using the Excel Regression tool in the Data Analysis Toolpak. Ensure to submit the following requirements for the assignment: Present your findings in a Word document by copying and pasting the ANOVA table into the document. Your paper must be written with a title page, an introduction, a discussion where you interpret the meaning of the ANOVA test, and a conclusion should be included. Your submission should be 2-3 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. Review the grading rubric to see how you will be graded for this assignment. You are strongly encouraged to submit all assignments to the Originality Check prior to submitting them to your instructor for grading.
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