Math Problem Statement

For each of these problems, neatly draw the appropriate graph with all of the relevant details, write down exactly which calculator function you used to find your answer, and the final answer itself. Round all answers to 4 decimal places. (A) The test statistic is t2 = -2.08. (B) The test statistic is Z = 1.77. (C) The test statistic is χ²₁ = 5.8.

Solution

Let's go through the three parts of your homework related to finding the P-values for various test statistics.

A) Test Statistic t2=2.08t_2 = -2.08

  1. Left-tailed P-Value: Since the test statistic is negative, this will be relevant for a left-tailed test. To find the left-tailed P-value, you can use a t-distribution calculator or a graphing calculator with the tcdf function. Left-tailed P-Value=P(T2.08) for appropriate degrees of freedom (df).\text{Left-tailed P-Value} = P(T \leq -2.08) \text{ for appropriate degrees of freedom (df)}.

  2. Right-tailed P-Value: This is the complement of the left-tailed P-value for this negative statistic. Use: Right-tailed P-Value=1P(T2.08).\text{Right-tailed P-Value} = 1 - P(T \leq -2.08).

  3. Two-tailed P-Value: Double the left-tailed P-value: Two-tailed P-Value=2×P(T2.08).\text{Two-tailed P-Value} = 2 \times P(T \leq -2.08).

B) Test Statistic Z=1.77Z = 1.77

  1. Left-tailed P-Value: Find the area under the standard normal curve to the left of Z=1.77Z = 1.77. Use a Z-table or a standard normal distribution calculator. P(Z1.77).P(Z \leq 1.77).

  2. Right-tailed P-Value: This is simply the area to the right: Right-tailed P-Value=1P(Z1.77).\text{Right-tailed P-Value} = 1 - P(Z \leq 1.77).

  3. Two-tailed P-Value: Since it's a two-tailed test, you will need to double the smaller of the left- or right-tailed P-values: Two-tailed P-Value=2×P(Z1.77).\text{Two-tailed P-Value} = 2 \times P(Z \geq 1.77).

C) Test Statistic χ12=5.8\chi^2_1 = 5.8

  1. Left-tailed P-Value: For a chi-squared test, P-values are typically found using the right tail, as the chi-squared distribution is not symmetric. But if you were looking for a left-tailed P-value, you could still find it using a chi-square table or a calculator with degrees of freedom df=1df = 1.

  2. Right-tailed P-Value: Find the area to the right of the test statistic: Right-tailed P-Value=P(χ25.8 with df = 1).\text{Right-tailed P-Value} = P(\chi^2 \geq 5.8 \text{ with df = 1}).

  3. Two-tailed P-Value: Since the chi-squared distribution is typically used for right-tailed tests, there isn't a conventional two-tailed test for chi-squared.


Would you like me to walk through any particular calculations in more detail?

Here are some related questions you might consider:

  1. How can you calculate the degrees of freedom in each of these tests?
  2. What is the difference between Z-tests and t-tests in hypothesis testing?
  3. When would you use a one-tailed vs. a two-tailed test?
  4. What significance level (α\alpha) are you using for these tests?
  5. How does the shape of the chi-square distribution change with degrees of freedom?

Tip: Always check whether your test statistic uses a Z-distribution, t-distribution, or chi-square distribution to ensure you're using the correct table or function.

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Math Problem Analysis

Mathematical Concepts

Hypothesis testing
P-values
Z-distribution
t-distribution
Chi-squared distribution

Formulas

Left-tailed P-value = P(T ≤ t)
Right-tailed P-value = 1 - P(T ≤ t)
Two-tailed P-value = 2 × P(T ≤ t)
P-value for Z-distribution: P(Z ≤ z)
P-value for χ²-distribution: P(χ² ≥ x)

Theorems

Central Limit Theorem
Properties of normal distribution
Properties of t-distribution
Properties of chi-squared distribution

Suitable Grade Level

College/University Level