In: Statistics and Probability
The body temperatures of a group of healthy adults have a bell-shaped distribution with a mean of 98.08degreesF and a standard deviation of 0.63degreesF. Using the empirical rule, find each approximate percentage below. a. What is the approximate percentage of healthy adults with body temperatures within 1 standard deviation of the mean, or between 97.45degreesF and 98.71degreesF? b. What is the approximate percentage of healthy adults with body temperatures between 96.19degreesF and 99.97degreesF?
Solution :
Given that,
mean =
= 98.08
standard deviation =
= 0.63
a) P(97.45 < x < 98.71) = P[(97.45 - 98.08)/ 0.63) < (x
-
) /
<
(98.71 - 98.08) / 0.63 ) ]
= P(-1.00 < z < 1.00)
= P(z < 1.00) - P(z < -1.00)
Using Empirical rule,
P(
-
< x <
+
) = 68%
P( 98.08 - 0.63 < x < 98.08 + 0.63) = 68%
P(97.45 < x < 98.71) = 68%
b) P(96.19 < x < 99.97) = P[(96.19 - 98.08)/ 0.63) < (x
-
) /
<
(99.97 - 98.08) / 0.63 ) ]
= P(-3.00 < z < 3.00)
= P(z < 3.00) - P(z < -3.00)
Using Empirical rule,
P(
- 3
< x <
+ 3
) = 99.7%
P( 98.08 - 3 * 0.63 < x < 98.08 + 3 * 0.63) = 99.7%
P( 98.08 - 1.89 < x < 98.08 + 1.89) = 99.7%
P(96.19 < x < 99.97) = 99.7%