Which of the following best describes a scatterplot and its primary use in statistics?
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
11. Correlation
Scatterplots & Intro to Correlation
Struggling with Statistics?
Join thousands of students who trust us to help them ace their exams!Watch the first videoMultiple Choice
Given the following table of values for variables and : (1, 2), (2, 4), (3, 6), (4, 8), does the table show a proportional relationship between and ?
A
No, because the values of do not increase by the same amount as .
B
Yes, because the sum is constant.
C
No, because the difference is not constant.
D
Yes, because the ratio is constant for all pairs.
Verified step by step guidance1
Understand that a proportional relationship between two variables x and y means that y is directly proportional to x. This implies that the ratio \( \frac{y}{x} \) should be constant for all pairs of values.
Calculate the ratio \( \frac{y}{x} \) for each pair given in the table: (1, 2), (2, 4), (3, 6), and (4, 8).
For each pair, divide the y-value by the corresponding x-value, i.e., compute \( \frac{2}{1} \), \( \frac{4}{2} \), \( \frac{6}{3} \), and \( \frac{8}{4} \).
Compare these ratios to check if they are all equal. If they are equal, it confirms that y is proportional to x.
Conclude that since the ratio \( \frac{y}{x} \) is constant for all pairs, the table shows a proportional relationship between x and y.
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