In: Statistics and Probability
The amount of water consumed each day by a healthy adult follows a normal distribution with a mean of 1.50 liters. A sample of 10 adults after the campaign shows the following consumption in liters:
1.52 1.64 1.66 1.40 1.82 1.70 1.90 1.45 1.78 1.92
At the .01 significance level, can we conclude that water consumption has increased? Calculate and interpret the p-value.
(a) State the null hypothesis and the alternate hypothesis. (Round your answers to 2 decimal places.)
H0: μ ≤ ?
H1: μ > ?
(b) State the decision rule for .01 significance level. (Round your answer to 3 decimal places.)
Reject H0 if t > ?
(c) Compute the value of the test statistic. (Round the value of standard deviation and final answer to 3 decimal places.)
Value of the test statistic :
(d) At the .01 level, can we conclude that water consumption has increased?
(reject or do not reject) H0. and conclude that water consumption has (increased or not increased).
(e) Estimate the p-value.
p-value:
a)
Below are the null and alternative Hypothesis,
Null Hypothesis, H0: μ <= 1.5
Alternative Hypothesis, Ha: μ > 1.5
b)
Rejection Region
This is right tailed test, for α = 0.01 and df = 9
Critical value of t is 2.821.
Hence reject H0 if t > 2.821
c)
Test statistic,
t = (xbar - mu)/(s/sqrt(n))
t = (1.677 - 1.5)/(0.183/sqrt(10))
t = 3.059
d)
(reject ) H0. and conclude that water consumption has (increased
).
e)
P-value = 0.0068