In: Statistics and Probability
The mean mass of the puppies at five months is 4.31 kg. The masses follow the normal distribution. In an effort to increase their mass, a supplement is added to their daily meals. The subsequent masses of a sample of five-month-old puppies were (in kilograms): 4.32 4.30 4.32 4.20 4.41 4.60 4.56 4.42 4.50 4.49 a. At the 0.01 level, has the supplement increased the mean mass of the puppies? (Round the final answer to 3 decimal places. Negative answers should be indicated by a minus sign.) Value of the test statistic Reject H0 if t > . (Click to select) H0. There is (Click to select) evidence to conclude that the additive increased the mean weight of puppies. b. Determine or estimate the p-value. (Round the final answer to 4 decimal places.)
Solution =
We are given a data of sample size n = 10
4.32,4.30,4.32,4.20,4.41,4.60,4.56,4.42,4.50,4.49
Using this, first we find sample mean() and sample standard deviation(s).
=
= (4.32 + 4.30.......+ 4.49)/10
= 4.412
Now ,
s=
Using given data, find Xi - for each term.Take square for each.Then we can easily find s.
s = 0.127
Then ,
The null and alternative hypothesis are,
H0 : = 4.31 ....... null hypothesis
Ha : > 4.31 ........ Alternative hypothesis
Here, n = 10 , = 4.412 , s = 0.127
The test statistic is ,
t = X - / sn = 4.412-4.31/0.127*10
= 2.54
Then, df = n - 1 = 9
> sign in Ha ====== Right tailed test
Using , t = 2.54 , df = 9 , right tailed test
P-value = 0.0159