Math  /  Data & Statistics

QuestionFind the P-value for the indicated hypothesis test with the given standardized test statistic, zz. Decide whether to reject H0H_0 for the given level of significance α\alpha. Right-tailed test with test statistic z=1.39z = 1.39 and α=0.04\alpha = 0.04. P-value = (Round to four decimal places as needed.)

Studdy Solution

STEP 1

What is this asking? We need to find the probability of getting a test statistic as extreme as z=1.39z = 1.39 if the null hypothesis is true, and then decide if that's small enough to reject the null hypothesis given our significance level of α=0.04\alpha = 0.04. Watch out! Make sure you're looking at the correct tail of the distribution – this is a *right*-tailed test!

STEP 2

1. Find the p-value.
2. Compare to alpha.

STEP 3

For a right-tailed test, the p-value is the probability of observing a zz-score *greater than or equal to* our test statistic, assuming the null hypothesis is true.
In this case, we want P(Z1.39)P(Z \ge 1.39).

STEP 4

We can use a zz-table or technology to find P(Z<1.39)P(Z < 1.39).
Let's say we find that P(Z<1.39)=0.9177P(Z < 1.39) = 0.9177.

STEP 5

Since the total probability under the standard normal curve is **1**, we can find the probability in the right tail by subtracting the value we just found from **1**: P(Z1.39)=1P(Z<1.39)=10.9177=0.0823P(Z \ge 1.39) = 1 - P(Z < 1.39) = 1 - 0.9177 = \textbf{0.0823} So, our **p-value is 0.0823**.

STEP 6

Our significance level, α\alpha, is **0.04**.
This is the threshold we've set for deciding whether to reject the null hypothesis.

STEP 7

Our **p-value (0.0823)** is *greater than* 0.04\textbf{0.04}.

STEP 8

Since our p-value is greater than alpha, we *fail to reject* the null hypothesis.
There's not enough evidence to reject it at the α=0.04\alpha = 0.04 significance level.

STEP 9

P-value = 0.0823.
We fail to reject H0H_0.

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