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Material Type: Quiz; Class: Regression; Subject: Statistics; University: California State University-East Bay; Term: Fall 2004;
Typology: Quizzes
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#1. (7 points) For patients suffering from arthritis, a traditional pain relief treatment exists but has a side effect of problems in the kidney and resulting in 5% risk of heart attacks and strokes after 3 months of treatment. A new medical treatment is proposed that reduces the chances of the kidney problem. But a question has been raised that the new drug may increase the risk of heart attacks and strokes. To test this, a clinical trial data has been collected for 10 patients and it turned out that 1 of them had the problem.
What assumptions does one need to check before applying the binomial test? Use the plain language and terms of the subject field that is understandable to general audience. (1 pt)
Formulate the null and alternative hypotheses. (1 pt)
Give a general definition of the p-value. Then compute the p-value for the above data. (1 pt)
What is the significance level of a test that rejects the null hypothesis when the number of patients experiencing a heart attack is greater than or equal to 3? (1 pt)
What is the power of the test in 4) at the alternative ‘the true chance of a patient having a heart attack or stroke is 10%’? What is the probability of Type II error in such case? (1 pt)
7)* Compare the P-value obtained in 6) and 3) and discuss the result. Advocate the ‘large sample size’ from the results. (Graduate; 1 pt)
#2. (4 points) You are designing a survey asking CSUH students how many of them support change of the name of CSUH to ‘CSU East Bay.’
2)* you have a strong suspicion that the true proportion of name change supporters is close to 10%. How would you change the answer to the above question given that suspicion? (1 pt)
It occurred to you that the total student population may not be large enough to apply the binomial test etc. Which assumption(s) for binomial test is violated? (1 pt)
What is the alternative model you can use to model the data? (You won’t find it in the textbook. I mentioned it in the class.) (1 pt)