When testing the difference of means for paired data, which of the following is the correct null hypothesis?
Table of contents
- 1. Intro to Stats and Collecting Data1h 14m
- 2. Describing Data with Tables and Graphs1h 55m
- 3. Describing Data Numerically2h 5m
- 4. Probability2h 16m
- 5. Binomial Distribution & Discrete Random Variables3h 6m
- 6. Normal Distribution and Continuous Random Variables2h 11m
- 7. Sampling Distributions & Confidence Intervals: Mean3h 23m
- Sampling Distribution of the Sample Mean and Central Limit Theorem19m
- Distribution of Sample Mean - Excel23m
- Introduction to Confidence Intervals15m
- Confidence Intervals for Population Mean1h 18m
- Determining the Minimum Sample Size Required12m
- Finding Probabilities and T Critical Values - Excel28m
- Confidence Intervals for Population Means - Excel25m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 25m
- 9. Hypothesis Testing for One Sample3h 29m
- 10. Hypothesis Testing for Two Samples4h 50m
- Two Proportions1h 13m
- Two Proportions Hypothesis Test - Excel28m
- Two Means - Unknown, Unequal Variance1h 3m
- Two Means - Unknown Variances Hypothesis Test - Excel12m
- Two Means - Unknown, Equal Variance15m
- Two Means - Unknown, Equal Variances Hypothesis Test - Excel9m
- Two Means - Known Variance12m
- Two Means - Sigma Known Hypothesis Test - Excel21m
- Two Means - Matched Pairs (Dependent Samples)42m
- Matched Pairs Hypothesis Test - Excel12m
- 11. Correlation1h 24m
- 12. Regression1h 50m
- 13. Chi-Square Tests & Goodness of Fit2h 21m
- 14. ANOVA1h 57m
10. Hypothesis Testing for Two Samples
Two Means - Matched Pairs (Dependent Samples)
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Join thousands of students who trust us to help them ace their exams!Watch the first videoMultiple Choice
Which of the following situations is a matched pairs test not an appropriate way to analyze?
A
Comparing pre-test and post-test scores of the same students
B
Measuring blood pressure before and after treatment in the same patients
C
Comparing the heights of siblings from different families
D
Comparing the reaction times of drivers before and after drinking coffee
Verified step by step guidance1
Understand that a matched pairs t test is used when you have two related samples or measurements taken from the same subjects or naturally paired subjects, allowing you to analyze the difference within each pair.
Identify situations where measurements are taken on the same individuals before and after some treatment or condition, such as pre-test and post-test scores, or blood pressure before and after treatment. These are appropriate for matched pairs t tests because the data are paired.
Recognize that comparing reaction times of drivers before and after drinking coffee also involves the same individuals measured twice, making it suitable for a matched pairs t test.
Consider the situation of comparing the heights of siblings from different families. Although siblings are related, they are from different families and are not naturally paired in a way that matches each individual directly to another in a controlled manner.
Conclude that because the siblings are not paired observations from the same individual or a controlled pair, a matched pairs t test is not appropriate for comparing their heights.
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