Math Problem Statement

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Solve

Solution

To solve this problem, let's break it into steps and calculate the necessary values for each part:


Problem Details

We are conducting a hypothesis test regarding the difference in variances of two populations. Here are the given values:

  1. Null Hypothesis (H0H_0): σ12=σ22\sigma_1^2 = \sigma_2^2
  2. Alternative Hypothesis (H1H_1): σ12σ22\sigma_1^2 \neq \sigma_2^2
  3. Sample sizes:
    • n1=13n_1 = 13
    • n2=6n_2 = 6
  4. Sample standard deviations:
    • s1=1.8s_1 = 1.8
    • s2=1.5s_2 = 1.5
  5. Significance level: α=0.05\alpha = 0.05

Part (a): Test the hypothesis

  1. F-Test Statistic Formula: F=s12s22F = \frac{s_1^2}{s_2^2} Substituting the given values: s12=(1.8)2=3.24,s22=(1.5)2=2.25s_1^2 = (1.8)^2 = 3.24, \quad s_2^2 = (1.5)^2 = 2.25 F=3.242.25=1.44F = \frac{3.24}{2.25} = 1.44

  2. Degrees of Freedom:

    • df1=n11=131=12\text{df}_1 = n_1 - 1 = 13 - 1 = 12
    • df2=n21=61=5\text{df}_2 = n_2 - 1 = 6 - 1 = 5
  3. Determine the Critical F-Values (for a two-tailed test with α=0.05\alpha = 0.05):

    • Use an FF-distribution table or calculator for df1=12\text{df}_1 = 12 and df2=5\text{df}_2 = 5:
      • Flower=1/FupperF_{\text{lower}} = 1/F_{\text{upper}} (this will depend on the table).
      • Perform specific calculation.
  4. Determine if the computed FF-value lies within the critical region.


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Math Problem Analysis

Mathematical Concepts

Hypothesis Testing
F-Test
Statistics
Variance

Formulas

F = s1^2 / s2^2

Theorems

Null Hypothesis
Alternative Hypothesis
F-Distribution

Suitable Grade Level

College-Level