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10.1 Assume that a treatment does have an effect and that the treatment effect is being evaluated with a z hypothesis test. If all factors
10.1 Assume that a treatment does have an effect and that the treatment effect is being evaluated with a z hypothesis test. If all factors are held constant, how is the outcome of the hypothesis test influenced by sample size? To answer this question, do the following two tests and compare the results. For both tests, a sample is selected from a normal population distribution with a mean of = 32 and a standard deviation of = 11. After the treatment is administered to the individuals in the sample, the sample mean is found to be M = 35. In each case, use a two-tailed test with = .05. a. For the first test, assume that the sample consists of n = 16 individuals. b. For the second test, assume that the sample consists of n = 64 individuals. c. Explain in your own words how the outcome of the hypothesis test is influenced by the sample size. (Note: Be sure and show a full diagram of the research design. Also show all steps and calculations you made for each test following the process outlined in the z-test formula sheet handout. What statistical decision do you make in each case)?. 10.2 Researchers at a National Weather Center in the northeastern United States recorded the number of 90 degree days each year since records first started in 1875. The numbers form a normal shaped distribution with a mean of = 9 and a standard deviation of = 2.5. To see if the data showed any evidence of global warming, they also computed the mean number of 90 degree days for the most recent n = 4 years and obtained M = 11.7 days. Do the data indicate that the past four years have had significantly more 90 degree days than would be expected for a random sample from this populaton? Use a one-tailed test with alpha = .05. (Note: Be sure and show a diagram of the research design. Also show all steps and calculations you made for each test following the process outlined in the z-test formula sheet handout. What statistical decision do you make in each case)
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