Q:

The ages of the members of a gym have a bell-shaped distribution with a mean of 48 years and a standard deviation of 11 years. Based on the empirical rule, what should you predict about the percentage of gym members aged between 26 and 70?

Accepted Solution

A:
Based on the empirical rule, we could predict that the percentage of gym members aged between 26 and 70 is about 95%Further explanationThe probability of an event is defined as the possibility of an event occurring against sample space.Let us tackle the problem.[tex]\texttt{ }[/tex]Empirical Rule of Normal Distribution :[tex]\left[\begin{array}{ccc}Interval&Empirical Rule\\\overline{x} \pm\sigma&68 \%\\\overline{x} \pm 2\sigma&95 \%\\\overline{x} \pm 3\sigma&99.7 \%\end{array}\right][/tex]where: [tex]\overline{x}[/tex] = mean[tex]\sigma[/tex] = standard deviation[tex]\texttt{ }[/tex]The ages of the members of a gym have a bell-shaped distribution with a mean of 48 years and a standard deviation of 11 years.[tex]\overline{x} = 48[/tex] and [tex]\sigma = 11[/tex]The percentage of gym members aged between 26 and 70 :[tex]26 = 48 - 22 = 48 - 2(11) = \overline{x} - 2\sigma[/tex][tex]70 = 48 + 22 = 48 + 2(11) = \overline{x} + 2\sigma[/tex]Based on Empirical Rule we can conclude that :The percentage of gym members aged between 26 and 70 [tex]( \overline{x} \pm 2\sigma)[/tex] will be approximately 95%[tex]\texttt{ }[/tex]Learn moreDifferent Birthdays : or Independent Events : exclusive : detailsGrade: High SchoolSubject: MathematicsChapter: ProbabilityKeywords: Probability , Sample , Space , Six , Dice , Die , Normal , Distribution , Bell - Shaped , Empirical Rule , Prediction , Standard Deviation , Mean , Gym , Members , Ages , Rule , Average