If a set of data has a standard deviation of , which of the following must be true about the data?
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
3. Describing Data Numerically
Standard Deviation
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Join thousands of students who trust us to help them ace their exams!Watch the first videoMultiple Choice
As the mean increases in a normal distribution, what happens to the graph of the normal curve?
A
The curve becomes shorter and wider.
B
The curve shifts upward along the vertical axis.
C
The curve shifts to the right along the horizontal axis without changing its shape.
D
The curve becomes taller and narrower.
Verified step by step guidance1
Recall that a normal distribution is defined by two parameters: the mean (\( \mu \)) and the standard deviation (\( \sigma \)). The mean determines the center of the distribution, while the standard deviation controls the spread or width of the curve.
Understand that changing the mean \( \mu \) shifts the entire normal curve along the horizontal axis (x-axis) without altering its shape. This means the peak of the curve moves left or right depending on whether the mean decreases or increases.
Recognize that the shape of the normal curve, including its height and width, is controlled by the standard deviation \( \sigma \). Since the problem only mentions a change in the mean, the standard deviation remains constant, so the shape does not change.
Visualize that increasing the mean moves the center of the curve to the right, so the graph shifts right along the horizontal axis, but the curve's height and width stay the same.
Conclude that the correct interpretation is: as the mean increases, the normal curve shifts to the right along the horizontal axis without changing its shape.
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