Apr 30'23
Exercise
An insurance company pays hospital claims. The number of claims that include emergency room or operating room charges is 85% of the total number of claims. The number of claims that do not include emergency room charges is 25% of the total number of claims. The occurrence of emergency room charges is independent of the occurrence of operating room charges on hospital claims.
Calculate the probability that a claim submitted to the insurance company includes operating room charges.
- 0.10
- 0.20
- 0.25
- 0.40
- 0.80
Apr 30'23
Solution: D
Let
[math]O[/math] = Event of operating room charges
[math]E[/math] = Event of emergency room charges
Then
[[math]]
0.85 = \operatorname{P}( O ∪ E ) = \operatorname{P}( O ) + \operatorname{P}( E ) − \operatorname{P}( O ∩ E ) = \operatorname{P}( O ) + \operatorname{P}( E ) − \operatorname{P}( O ) \operatorname{P}( E ).
[[/math]]
Since [math]\operatorname{P}( E^c ) = 0.25 = 1 − \operatorname{P}( E )[/math] , it follows [math]\operatorname{P}( E ) = 0.75 . [/math]
So
[[math]]
\begin{align*}
0.85 &= \operatorname{P}( O ) + 0.75 − \operatorname{P}( O )( 0.75 ) \\
\operatorname{P}( O )(1 − 0.75 ) &= 0.10 \\
\operatorname{P}( O ) &= 0.40
\end{align*}
[[/math]]