As part of your work for an environmental group, you want to see if the mean amount of waste generated per adult in your community is less than the national average of 5 pounds per day. You take a simple random sample of 21 adults in your community and find that they average 4.8 pounds with a standard deviation of 1.2 pounds. Suppose you know the amount of waste generated per day follows a normal distribution. Test at 0.10 significance. Round answers to 4 decimal places.H0: Correct Correct CorrectH1: Correct Correct CorrectTest Statistic: IncorrectP-value: IncorrectSelect the Decision Rule: CorrectThere Correct enough evidence to conclude
Question
As part of your work for an environmental group, you want to see if the mean amount of waste generated per adult in your community is less than the national average of 5 pounds per day. You take a simple random sample of 21 adults in your community and find that they average 4.8 pounds with a standard deviation of 1.2 pounds. Suppose you know the amount of waste generated per day follows a normal distribution. Test at 0.10 significance. Round answers to 4 decimal places.H0: Correct Correct CorrectH1: Correct Correct CorrectTest Statistic: IncorrectP-value: IncorrectSelect the Decision Rule: CorrectThere Correct enough evidence to conclude
Solution
First, let's define our null and alternative hypotheses:
H0: μ = 5 (The mean amount of waste generated per adult in your community is equal to the national average of 5 pounds per day)
H1: μ < 5 (The mean amount of waste generated per adult in your community is less than the national average of 5 pounds per day)
Next, we calculate the test statistic using the formula for a one-sample t-test:
t = (X̄ - μ) / (s/√n)
where: X̄ = sample mean = 4.8 μ = population mean = 5 s = sample standard deviation = 1.2 n = sample size = 21
Substituting the values, we get:
t = (4.8 - 5) / (1.2/√21) = -0.7071
Next, we find the p-value. The p-value is the probability of observing a test statistic as extreme as the one calculated, assuming the null hypothesis is true. We look this up in a t-distribution table or use statistical software. For a one-tailed test with 20 degrees of freedom (n-1), the p-value associated with t = -0.7071 is approximately 0.2449.
Finally, we compare the p-value to the significance level (α = 0.10). If the p-value is less than α, we reject the null hypothesis. If the p-value is greater than α, we fail to reject the null hypothesis.
In this case, 0.2449 > 0.10, so we fail to reject the null hypothesis. There is not enough evidence to conclude that the mean amount of waste generated per adult in your community is less than the national average of 5 pounds per day.
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