Which of the following best describes a key difference between the -distribution and the standard normal () distribution?
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
6. Normal Distribution and Continuous Random Variables
Standard Normal Distribution
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Join thousands of students who trust us to help them ace their exams!Watch the first videoMultiple Choice
In the distribution, what happens to the graph of the normal curve as the mean increases while the standard deviation remains constant?
A
The curve becomes shorter and wider.
B
The entire curve shifts to the right along the horizontal axis without changing its shape.
C
The curve becomes taller and narrower.
D
The curve shifts upward along the vertical axis.
Verified step by step guidance1
Recall that the standard normal distribution is a normal distribution with mean \(\mu = 0\) and standard deviation \(\sigma = 1\). The general normal distribution has mean \(\mu\) and standard deviation \(\sigma\).
Understand that the mean \(\mu\) determines the center or location of the normal curve along the horizontal axis (x-axis). Changing \(\mu\) shifts the curve left or right without altering its shape.
Recognize that the standard deviation \(\sigma\) controls the spread or width of the curve. Since \(\sigma\) remains constant, the shape (height and width) of the curve does not change.
Therefore, increasing the mean \(\mu\) moves the entire normal curve to the right along the x-axis, but the curve's height and width remain the same.
Conclude that the correct description is: the entire curve shifts to the right along the horizontal axis without changing its shape.
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