Math Problem Statement

Approximately what percentage of a normal distribution lies between 1 standard deviation below and 1 standard deviation above the mean?

Approximately what percentage of a normal distribution lies between 1 standard deviation below and 1 standard deviation above the mean?

A. 99.7%

B. 95%

C. 68

D. 50

Solution

The percentage of a normal distribution that lies between 1 standard deviation below and 1 standard deviation above the mean is approximately 68%. This corresponds to option:

C. 68

This is derived from the empirical rule (or 68-95-99.7 rule), which tells us that:

  • About 68% of the data falls within 1 standard deviation of the mean,
  • About 95% within 2 standard deviations, and
  • About 99.7% within 3 standard deviations.

Would you like further details or have any questions?

Here are 5 related questions you might find useful:

  1. What percentage of data lies within 2 standard deviations of the mean?
  2. How does the empirical rule apply to non-normal distributions?
  3. What is the relationship between the mean, median, and mode in a normal distribution?
  4. How do you calculate standard deviation for a given data set?
  5. What does it mean if a data point lies beyond 3 standard deviations from the mean?

Tip: The empirical rule is particularly helpful in assessing the spread of data in a normal distribution without having to do complex calculations.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Statistics
Normal Distribution
Standard Deviation
Empirical Rule

Formulas

Empirical Rule: 68-95-99.7%

Theorems

Empirical Rule

Suitable Grade Level

Grades 9-12