We know that the sample n= 37, the mean is 158 and standard deviation is 27. At 95% confidence the interval is given by
[tex]\bar{x}\pm z\times\frac{\sigma}{\sqrt[]{n}}[/tex]where z is equal to 1.96. By substituting the given values into this formula, we get
[tex]158\pm(1.96)\frac{27}{\sqrt[]{37}}[/tex]Then, the interval is
[tex]158\pm8.699[/tex]Finally, by rounding up to the nearest tenth, the interval is
[tex]\begin{gathered} 158\pm8.7 \\ or \\ 149.3\le158\le166.7 \end{gathered}[/tex]The value for z at 95% confidence is given in the followin table: