Math Problem Statement

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Part 1

The test statistic of zequals1.06 is obtained when testing the claim that pgreater than0.5.

a. Identify the hypothesis test as being​ two-tailed, left-tailed, or​ right-tailed.

b. Find the​ P-value.

c. Using a significance level of alphaequals0.10​, should we reject Upper H 0 or should we fail to reject Upper H 0​?

Solution

Let's work through each part of this hypothesis test.

Part (a): Identifying the Type of Hypothesis Test

Since the claim is that p>0.5p > 0.5, we are testing if the population proportion pp is greater than 0.5. This indicates a right-tailed test, as we are only interested in values greater than 0.5, which are on the right side of the distribution.

Part (b): Finding the P-value

To find the PP-value, we will use the test statistic z=1.06z = 1.06.

Since this is a right-tailed test, we will look for the probability that Z>1.06Z > 1.06:

  • Using a standard normal table or a calculator, the PP-value for Z=1.06Z = 1.06 is approximately 0.14460.1446.

Therefore, the PP-value is 0.14460.1446.

Part (c): Decision Based on Significance Level α=0.10\alpha = 0.10

With α=0.10\alpha = 0.10:

  1. We compare the PP-value (0.14460.1446) to α\alpha (0.100.10).
  2. Since 0.1446>0.100.1446 > 0.10, we fail to reject H0H_0 (the null hypothesis).

Summary of Answers

  • (a) This is a right-tailed test.
  • (b) The PP-value is approximately 0.14460.1446.
  • (c) At α=0.10\alpha = 0.10, we fail to reject H0H_0.

Would you like more details on any part of the solution?


Here are five related questions to deepen understanding:

  1. How does changing the significance level affect the hypothesis test decision?
  2. What are the steps to calculate a zz-score for proportions?
  3. How would the PP-value change if this were a two-tailed test?
  4. What does it mean to "fail to reject" the null hypothesis in practical terms?
  5. How is the direction of a hypothesis test determined?

Tip: Remember, the direction (left, right, or two-tailed) of a hypothesis test is defined by the alternative hypothesis.

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Math Problem Analysis

Mathematical Concepts

Hypothesis Testing
Normal Distribution
P-value Calculation
Significance Level

Formulas

P-value calculation using z-scores for normal distribution

Theorems

Central Limit Theorem
Normal Approximation for Proportions

Suitable Grade Level

Grades 11-12