QUESTION IMAGE
Question
the graph shows the distribution of the amount of chicken (in ounces) that adults eat in one sitting. the distribution is approximately normal, with a mean of 8 ounces and a standard deviation of 1.2 ounces. what percentage of adults eat between 5.6 and 8 ounces of chicken in one sitting? 2.5% 34% 47.5% 95%
Step1: Calculate the z - score for \(x = 5.6\)
The formula for the z - score is \(z=\frac{x-\mu}{\sigma}\), where \(\mu = 8\) (mean) and \(\sigma=1.2\) (standard deviation).
For \(x = 5.6\), \(z=\frac{5.6 - 8}{1.2}=\frac{- 2.4}{1.2}=-2\)
Step2: Use the empirical rule for the normal distribution
The empirical rule states that for a normal distribution:
- Approximately \(68\%\) of the data lies within \(\mu\pm\sigma\) (\(z=\pm1\))
- Approximately \(95\%\) of the data lies within \(\mu\pm2\sigma\) (\(z = \pm2\))
- Approximately \(99.7\%\) of the data lies within \(\mu\pm3\sigma\) (\(z=\pm3\))
The mean \(\mu = 8\) (\(z = 0\)). We want to find the percentage between \(z=-2\) and \(z = 0\).
Since the normal distribution is symmetric about the mean, the percentage of data between \(z=-2\) and \(z = 0\) is half of the percentage of data between \(z=-2\) and \(z = 2\).
The percentage of data between \(z=-2\) and \(z = 2\) is \(95\%\). So the percentage of data between \(z=-2\) and \(z = 0\) is \(\frac{95\%}{2}=47.5\%\)
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\(47.5\%\)