EM (rapid eye movement) sleep is sleep during which most dreams occur. Each night a person has both REM and non-REM sleep. However, it is thought that children have more REM sleep than adults†. Assume that REM sleep time is normally distributed for both children and adults. A random sample of n1 = 8 children (9 years old) showed that they had an average REM sleep time of x1 = 2.5 hours per night. From previous studies, it is known that ?1 = 0.7 hour. Another random sample of n2 = 8 adults showed that they had an average REM sleep time of x2 = 1.60 hours per night. Previous studies show that ?2 = 0.8 hour. Do these data indicate that, on average, children tend to have more REM sleep than adults? Use a 1% level of significance. a) What is the value of the sample test statistic? (Test the difference ?1 − ?2. Round your answer to two decimal places.) b) Find (or estimate) the P-value. (Round your answer to four decimal places.)

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REM (rapid eye movement) sleep is sleep during which most dreams occur. Each night a person has both REM and non-REM sleep. However, it is thought that children have more REM sleep than adults†. Assume that REM sleep time is normally distributed for both children and adults. A random sample of n1 = 8 children (9 years old) showed that they had an average REM sleep time of x1 = 2.5 hours per night. From previous studies, it is known that ?1 = 0.7 hour. Another random sample of n2 = 8 adults showed that they had an average REM sleep time of x2 = 1.60 hours per night. Previous studies show that ?2 = 0.8 hour. Do these data indicate that, on average, children tend to have more REM sleep than adults? Use a 1% level of significance.

a) What is the value of the sample test statistic? (Test the difference ?1 − ?2. Round your answer to two decimal places.)


b) Find (or estimate) the P-value. (Round your answer to four decimal places.)

Expert Solution
Step 1

For Children :

Mean , x1 = 2.5

Population standard deviation , σ1 = 0.7

 

For Adults :

Mean , x2 = 1.6

Population standard deviation , σ2 = 0.8

Null and Alternative Hypotheses

The following null and alternative hypotheses need to be tested:

H0:μ1μ2Ha:μ1>μ2 \begin{array}{ccl} H_0: \mu_1 & ≤ & \mu_2 \\\\ \\\\ H_a: \mu_1 & > & \mu_2 \end{array}

It is to a right-tailed test (a z-test for two means)

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