Two-Sample Tests Math Example 4
Follow the full solution, then compare it with the other examples linked below.
Example 4
hardTwo independent samples: Group 1 (), Group 2 (). Calculate the t-statistic and df for a Welch's t-test (unequal variances).
Solution
- 1 SE:
- 2 t-statistic:
- 3 Welch's df:
- 4 With dfโ35 and tโ0.895, p-value > 0.05; fail to reject Hโ
Answer
, dfโ35. Fail to reject . No significant difference between groups.
Welch's t-test is preferred when group variances are unequal (15 vs 20 here). Unlike pooled t-test, Welch's uses separate variances and adjusts df accordingly. The unequal variances make df slightly lower than the pooled approach.
About Two-Sample Tests
Hypothesis tests and confidence intervals for comparing parameters (means or proportions) of two independent populations. The two-sample t-test compares means; the two-proportion z-test compares proportions.
Learn more about Two-Sample Tests โMore Two-Sample Tests Examples
Example 1 medium
Test whether two teaching methods differ in effectiveness. Method A ([formula], [formula], [formula]
Example 2 hardConstruct a 95% confidence interval for [formula] given: [formula], [formula], [formula], [formula],
Example 3 easyWhen should a two-sample t-test be used instead of a z-test, and what is the key assumption about th