1. Here are the daily average body temperatures (in degrees Fahrenheit) for 20 healthy adults:
98.74, 98.83, 96.80, 98.12, 97.89, 98.09, 97.87, 97.42, 97.30, 97.84, 100.27, 97.90, 99.64, 97.88, 98.54, 98.33, 97.87, 97.48, 98.92, 98.33
Do these data give evidence that the mean body temperature for all healthy adults is not equal to the traditional 98.6 degrees? State the hypotheses, find a P-value, and write a summary of your results. Show your work.
Solution:
Null hypothesis H0: mean = 98.6
Alternate hypothesis Ha: mean is not equal to 98.6
Sample mean = 1964.06/20 = 98.203
Sample standard deviation = Sqrt(summation(Xi-mean)^2/(n-1)) = 0.80
Test stat = (98.203-98.6)/0.80/Sqrt(20)= -2.21
From t table we found p- value at df = 19 and this is two tailed test
So p-value = 0.04
At alpha=0.05, we can reject the null hypothesis as p-value is less than alpha value (0.04<0.05).
And we have significance evidence to support the claim that the mean body temperature for all healthy adults is not equal to the traditional 98.6 degree.
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