What is the hallmark of logistic regression analysis? Examine the results of exercises 1 and 2 at the
Question #1: What is the hallmark of logistic regression analysis?
Examine the results of exercises 1 and 2 at the end of the chapter. For exercise 1, when would it be appropriate to use the odds ratio and when would it be appropriate to use the relative risk?
For exercise #2, set up the 9-step hypothesis testing procedure for the analysis.
Week 12
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Access the following URL and view the PowerPoint presentation on Evaluating Screening Tests.
http://www.baystatehealth.com/forms/education/fr_development/lecture_7/diagnostic_files/frame.htm -
Study the following information about Relative Risks and Odds Ratios.
http://www.math.bcit.ca/faculty/david_sabo/apples/math2441/toc2003.htm
- A physical examination was used to screen for breast cancer in 2,500 women with biopsy-proven adenocarcinoma of the breast and in 5,000 age- and race-matched women without cancer. The results of the physical examination were positive (i.e. a mass was found) in 1,800 cases and in 800 non-cases. Calculate the sensitivity and specificity of the physical examination. (Set up your 2x2 table and show your calculations)
- You now want to go out into a population and screen for breast cancer. Let us say you go to a city with a population of 100,000 women and you estimate the prevalence of breast cancer to be 10%. What is the predictive value (both positive and negative) of the physical examination described in question #1? (Set up your 2x2 table and show your work).
- A cohort study is conducted to determine the relationship between visual impairment and the risk of injuries from falls among the elderly. A total of 400 visually impaired persons aged 70 or older are compared to 400 persons of comparable age without visual impairment. Over a 5-year follow-up period, 80 visually impaired persons have injuries from falls and 20 non-visually impaired persons have injuries from falls. Calculate the relative risk of falls among elderly visually impaired persons. (Show your work)
- In an unmatched case-control study of risk factors for congenital defects of the neural tube, maternal deficiency of folate was found in 15 of 100 mothers of cases and 10 of 200 mothers of controls. Calculate the odds of folate deficiency among cases, the odds of folate deficiency among controls, and the odds ratio. (Show your work)
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Deliverable: Word Document
Deliverable: Word Document
