1. While there is no direct scientific measure of stress, some physical properties of the body that are believed to be related to stress include pulse rate, blood pressure, breathing rate, brain waves, muscle tension, skin resistance and body temperature. Some researchers claim that music can be relaxing and therefore can reduce stress. Fifteen patients who claim to be suffering from job related stress were selected at random. The resting pulse rate (in beats per minute) was obtained before each person participated in a month-long, music-listening, relaxation-therapy program. The resting pulse rate was also taken after the relaxation-
therapy program ended.a Let µ1 denote the resting pulse rate of stressed individuals after
taking the relaxation-therapy program and let µ2 denote the resting pulse rate of stressed individuals before taking the relaxation-therapy program. Also let µD = µ1 − µ2. Tables 1 and 2 present the
(a) Test, at the 1% level of significance, whether the relaxation-therapy program is effective in reducing the resting pulse rate for stressed individuals. Make sure you show all your workings in the 6 steps below.
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(b) Calculate the 95% confidence interval for µD.
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- The National Hurricane Center provides data that list the number of large (category 3, 4, or 5) hurricanes that have struck the United States, by decade, from 1851-2020. Is there sufficient evidence that the number of large hurricanes have remained constant (per decade)? What is the pvalue and results of the test? Decade Count Decade Count 1851-1860 6 1941-1950 10 1861-1870 1 1951-1960 8 1871-1880 7 1961-1970 6 1881-1890 5 1971-1980 4 1891-1900 8 1981-1990 5 1901-1910 4 1991-2000 5 1911-1920 7 2001-2010 8 1921-1930 5 2011-2020 10 1931-1940 8 Chi-squared test for given probabilitiesdata: stormsX-squared = 13.589, df = 16, p-value = 0.6293 A. pvalue=0.6293 is not <= alpha (0.05) therefore H0 is rejectedB. 107C. pvalue=0.6293 is <= alpha (0.05) therefore H0 is rejectedD. pvalue=0.6293 is not <= alpha (0.05) therefore H0 is not rejectedarrow_forwardResearchers from the Department of Education are always looking for ways to improve methods of instruction to undergraduate students. The aim is to know whether gender (male/female/non-binary) is associated with preferred learning medium (online/in person/hybrid). The data is represented as below. Find the appropriate chi-square statistic to the nearest hundredth. Online In Person Hybrid Male 36 17 4 Female 23 49 8 Non Binary 6 14 16arrow_forwardA physician recorded the number of seizures that each of 20 patients with severe epilepsy had during an eight-week period. -What are the observational units? -What is probably the population being studied?arrow_forward
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