Normal distribution and Empirical Rule
Flashcard
•
Mathematics
•
9th - 12th Grade
•
Hard
+4
Standards-aligned
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15 questions
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1.
FLASHCARD QUESTION
Front
What is a normal distribution?
Back
A normal distribution is a probability distribution that is symmetric about the mean, showing that data near the mean are more frequent in occurrence than data far from the mean.
2.
FLASHCARD QUESTION
Front
What is the Empirical Rule?
Back
The Empirical Rule states that for a normal distribution, approximately 68% of the data falls within one standard deviation of the mean, about 95% falls within two standard deviations, and about 99.7% falls within three standard deviations.
Tags
CCSS.HSS.ID.A.4
3.
FLASHCARD QUESTION
Front
What does it mean if a histogram is left skewed?
Back
A left skewed histogram has a longer tail on the left side, indicating that the majority of the data points are concentrated on the right.
4.
FLASHCARD QUESTION
Front
What does it mean if a histogram is right skewed?
Back
A right skewed histogram has a longer tail on the right side, indicating that the majority of the data points are concentrated on the left.
5.
FLASHCARD QUESTION
Front
What percentage of data falls within two standard deviations in a normal distribution?
Back
Approximately 95% of the data falls within two standard deviations of the mean in a normal distribution.
Tags
CCSS.HSS.ID.A.4
6.
FLASHCARD QUESTION
Front
What is standard deviation?
Back
Standard deviation is a measure of the amount of variation or dispersion in a set of values. A low standard deviation means that the values tend to be close to the mean, while a high standard deviation means that the values are spread out over a wider range.
7.
FLASHCARD QUESTION
Front
How do you determine if data is normally distributed?
Back
Data can be assessed for normality using graphical methods like histograms or Q-Q plots, and statistical tests such as the Shapiro-Wilk test.
Tags
CCSS.7.SP.B.3
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