Perform a hypothesis test with to see if there's evidence that .
Table of contents
- 1. Intro to Stats and Collecting Data55m
- 2. Describing Data with Tables and Graphs1h 55m
- 3. Describing Data Numerically1h 45m
- 4. Probability2h 16m
- 5. Binomial Distribution & Discrete Random Variables2h 33m
- 6. Normal Distribution and Continuous Random Variables1h 38m
- 7. Sampling Distributions & Confidence Intervals: Mean1h 53m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 12m
- 9. Hypothesis Testing for One Sample2h 19m
- 10. Hypothesis Testing for Two Samples3h 22m
- 11. Correlation1h 6m
- 12. Regression1h 4m
- 13. Chi-Square Tests & Goodness of Fit1h 20m
- 14. ANOVA1h 0m
10. Hypothesis Testing for Two Samples
Two Means - Unknown, Unequal Variance
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Join thousands of students who trust us to help them ace their exams!Watch the first videoMultiple Choice
A researcher is comparing average number of hours spelt per night by college students who work part-time versus those who don't. From survey data, they calculate hours and hours with a margin of error of 0.41. Should they reject or fail to reject the claim that there is no difference in hours slept between the two groups?
A
Reject
B
Fail to reject
C
There is not enough information to answer the question

1
Step 1: Identify the null hypothesis (H₀) and the alternative hypothesis (Hₐ). The null hypothesis states that there is no difference in the average number of hours slept between the two groups (H₀: μ₁ = μ₂). The alternative hypothesis states that there is a difference (Hₐ: μ₁ ≠ μ₂).
Step 2: Determine the test statistic and the confidence interval. The margin of error (ME) is given as 0.41, and the sample means are x̄₁ = 6.82 and x̄₂ = 6.57. The confidence interval for the difference in means is calculated as (x̄₁ - x̄₂) ± ME.
Step 3: Calculate the confidence interval bounds. Using the formula, the lower bound is (6.82 - 6.57) - 0.41, and the upper bound is (6.82 - 6.57) + 0.41. This will give the range of plausible values for the difference in means.
Step 4: Check if the confidence interval includes 0. If 0 is within the confidence interval, it means there is no statistically significant difference between the two groups, and we fail to reject the null hypothesis. If 0 is not within the interval, we reject the null hypothesis.
Step 5: Based on the confidence interval, make a conclusion. If the interval includes 0, conclude that there is not enough evidence to support a difference in hours slept between the two groups. If the interval does not include 0, conclude that there is a significant difference.
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