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Question
at blunt mesa pueblo, archaeological studies have used the method of tree - ring dating in an effort to determine when prehistoric people lived in the pueblo. wood from several excavations gave a mean of (years) 1244 with a standard deviation of 46 years. the distribution of dates was more or less mound - shaped and symmetric about the mean. use the empirical rule to estimate the following(a) a range of years centered about the mean in which about 68% of the data (tree - ring dates) will be foundbetween and a.d.(b) a range of years centered about the mean in which about 95% of the data (tree - ring dates) will be foundbetween and a.d.(c) a range of years centered about the mean in which almost all the data (tree - ring dates) will be foundbetween and a.d.
Step1: Recall the empirical rule
The empirical rule for a normal distribution (mound - shaped and symmetric) states:
- Approximately \(68\%\) of the data lies within \(1\) standard deviation (\(\sigma\)) of the mean (\(\mu\))
- Approximately \(95\%\) of the data lies within \(2\) standard deviations (\(\sigma\)) of the mean (\(\mu\))
- Approximately \(99.7\%\) (almost all) of the data lies within \(3\) standard deviations (\(\sigma\)) of the mean (\(\mu\))
Given \(\mu = 1244\) and \(\sigma=46\)
Step2: Calculate for \(68\%\)
For \(68\%\) of the data:
The lower bound is \(\mu-\sigma\) and the upper bound is \(\mu + \sigma\)
Step3: Calculate for \(95\%\)
For \(95\%\) of the data:
The lower bound is \(\mu - 2\sigma\) and the upper bound is \(\mu+2\sigma\)
Step4: Calculate for \(99.7\%\) (almost all)
For \(99.7\%\) of the data:
The lower bound is \(\mu-3\sigma\) and the upper bound is \(\mu + 3\sigma\)
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