In a study on the physical activity of people, researchers measured overall physical activity as the total number of registered movements (counts) over a period of time and then computed the number of counts per minute (cpm) for each subject. The study revealed that the overall physical activity of obese people has a mean of μ=322cpm and a standard deviation σ=92cpm. In a random sample of 100 obese people, consider x ̅, the sample mean counts per minute.
5)
Suppose we are interested in the activity of one individual with a cpm distribution that is approximately normal. Find the z-score of a person with 305 cpm.
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-2.1
-0.17
-1.7
-1.8
6)
Which of the following statements best describes the difference between the answer to #3 (for question #3 Z - score is (-1.8)) and #5?
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The z-score for the an individual is greater than that of a sample mean because the distribution for an individual is more spread out (large standard deviation).
The z-score for the an individual is the same than that of a sample mean because they both involve 305 cpm and a normal distribution.
The z-score for the an individual is the same than that of a sample mean because the distributions are both normal with the same mean.
The z-score for the an individual is less than that of a sample mean because the distribution for an individual is less spread out (small standard deviation).
5)
Sample size (n) = 100
Since we know that
The z-score at x = 305.0 is,
z = -1.8478 = -1.8
6)
The z-score for an individual is less than that of a sample mean because the distribution for an individual is less spread out (small standard deviation)
PS: you have to refer z score table to find the final probabilities.
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