In: Statistics and Probability
The price-earnings (PE) ratios of a sample of stocks have a mean value of 12.25 and a standard deviation of 3. If the PE ratios have a bell shaped distribution, use the 68-95-99.7 Rule to estimate the percentage of PE ratios that fall between:
A. 9.25 and 15.25.
Percentage = %
B. 6.25 and 18.25.
Percentage = %
C. 3.25 and 21.25.
Percentage =
NormalRandomVariables.
Solution :
Given that,
mean =
= 12.25
standard deviation =
= 3
Using Empirical rule,
a) P(
-
< x <
+
) = 68%
= P( 12.25 - 3 < x < 12.25 + 3 ) = 68%
= P( 9.25 < x < 15.25 ) =68%
b) P(
- 2
< x <
+ 2
) = 95%
= P( 12.25 - 2 * 3 < x < 12.25 + 2 * 3 ) = 95%
=P( 6.25 < x < 18.25 ) = 95%
c) P(
- 3
< x <
+ 3
) = 99.7%
= P( 12.25 - 3 * 3 < x < 12.25 + 3 * 3 ) = 99.7%
=P( 3.25 < x < 21.25 ) = 99.7%