Revision as of 01:01, 30 April 2023 by Admin (Created page with "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 claim...")
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]]