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QUESTION IMAGE

fill in the blanks with the percentage of the area under the normal cur…

Question

fill in the blanks with the percentage of the area under the normal curve that each section represents. $\bar{x}-3sigma$ $\bar{x}-2sigma$ $\bar{x}-sigma$ $\bar{x}$ $\bar{x}+sigma$ $\bar{x}+2sigma$ $\bar{x}+3sigma$ 68% 34% 17% 8.5% 47.5% 2.5% 13.5% 15% 0.3% 2.35% 0.15% 5% 32% 12.5%

Explanation:

Step1: Recall normal - curve properties

The total area under the normal curve is 100%. The 68 - 95 - 99.7 rule states that about 68% of the data lies within 1 standard deviation ($\mu\pm\sigma$), about 95% lies within 2 standard deviations ($\mu\pm2\sigma$), and about 99.7% lies within 3 standard deviations ($\mu\pm3\sigma$).

Step2: Calculate areas between intervals

  • The area between $\bar{x}-\sigma$ and $\bar{x}$ is the same as the area between $\bar{x}$ and $\bar{x}+\sigma$. Since the area between $\bar{x}-\sigma$ and $\bar{x}+\sigma$ is 68%, the area between $\bar{x}-\sigma$ and $\bar{x}$ (or $\bar{x}$ and $\bar{x}+\sigma$) is $\frac{68\%}{2}=34\%$.
  • The area between $\bar{x}-2\sigma$ and $\bar{x}-\sigma$ is the same as the area between $\bar{x}+\sigma$ and $\bar{x}+2\sigma$. The area between $\bar{x}-2\sigma$ and $\bar{x}+2\sigma$ is 95%. So the area outside of $\bar{x}-2\sigma$ and $\bar{x}+2\sigma$ but within $\bar{x}-3\sigma$ and $\bar{x}+3\sigma$ is $99.7 - 95=4.7\%$. Then the area between $\bar{x}-2\sigma$ and $\bar{x}-\sigma$ (or $\bar{x}+\sigma$ and $\bar{x}+2\sigma$) is $\frac{95 - 68}{2}=13.5\%$.
  • The area between $\bar{x}-3\sigma$ and $\bar{x}-2\sigma$ is the same as the area between $\bar{x}+2\sigma$ and $\bar{x}+3\sigma$. The area outside of $\bar{x}-3\sigma$ and $\bar{x}+3\sigma$ is $100 - 99.7 = 0.3\%$. So the area between $\bar{x}-3\sigma$ and $\bar{x}-2\sigma$ (or $\bar{x}+2\sigma$ and $\bar{x}+3\sigma$) is $\frac{100 - 99.7}{2}=0.15\%$.

From left - to - right:

  • The area between $\bar{x}-3\sigma$ and $\bar{x}-2\sigma$ is 2.35%
  • The area between $\bar{x}-2\sigma$ and $\bar{x}-\sigma$ is 13.5%
  • The area between $\bar{x}-\sigma$ and $\bar{x}$ is 34%
  • The area between $\bar{x}$ and $\bar{x}+\sigma$ is 34%
  • The area between $\bar{x}+\sigma$ and $\bar{x}+2\sigma$ is 13.5%
  • The area between $\bar{x}+2\sigma$ and $\bar{x}+3\sigma$ is 2.35%

Answer:

From left - to - right: 0.15%, 2.35%, 13.5%, 34%, 34%, 13.5%, 2.35%, 0.15%