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Lambert Riley

07/19/2024 · Elementary School

A professional basketball player has a 60% chance of making his first throw. If he makes his first free throw, there is a 70% chance he makes his second free throw. If he does not make his first throw, there is a 45% chance he makes his second free throw. If this professional basketball player has made his second free throw, what is the probability he missed his first throw?

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expertRespuesta verificada por expertos

Pope Edwards
Experienced Tutor
4.0 (34votos)

\(\frac { 3} { 11} \)

 

Solución

Let \(A\) be the event that the player makes the first throw, and \(B\) be the event that the player makes the second throw.
Given:
\(P( A) = 0.6\)
\(P( B| A) = 0.7\)
\(P( B| A^ c) = 0.45\)
We need to find \(P( A^ c| B) \).
Using Bayes' theorem:
\[P( A^ c| B) = \frac { P( B| A^ c) \cdot P( A^ c) } { P( B) } \]
First, find \(P( B) \):
\[P( B) = P( B| A) \cdot P( A) + P( B| A^ c) \cdot P( A^ c) \]
\[P( B) = ( 0.7 \cdot 0.6) + ( 0.45 \cdot 0.4) \]
\[P( B) = 0.42 + 0.18\]
\[P( B) = 0.6\]
Now, apply Bayes' theorem:
\[P( A^ c| B) = \frac { P( B| A^ c) \cdot P( A^ c) } { P( B) } \]
\[P( A^ c| B) = \frac { 0.45 \cdot 0.4} { 0.6} \]
\[P( A^ c| B) = \frac { 0.18} { 0.6} \]
\[P( A^ c| B) = 0.3\]
To express \(0.3\) as a fraction:
\[0.3 = \frac { 3} { 10} \]
Thus, the probability that he missed his first throw given that he made his second throw is \(\frac { 3} { 10} \).

 

Supplemental Knowledge

Conditional probability is the likelihood of an event occurring given that another event has already occurred. It is a fundamental concept in probability theory and statistics, often used to update the probability of an event based on new information.
The formula for conditional probability is:
\[P( A| B) = \frac { P( A \cap B) } { P( B) } \]
where \(P( A| B) \) is the probability of event A occurring given that event B has occurred, \(P( A \cap B) \) is the joint probability of both events A and B occurring, and \(P( B) \) is the probability of event B.

 

From Concepts to Reality

Consider, for instance, a medical test to identify disease. When patients test positive, doctors use conditional probability analysis to calculate the probability that their patient actually suffers from that particular ailment based on factors like accuracy of testing and disease prevalence rates - providing more informed decisions for further testing or treatments.

 

For more practice with conditional probabilities and other mathematical concepts, explore UpStudy’s live tutor question bank or AI-powered problem-solving services! UpStudy offers Statistics and probability calculator and personalized support tailored to your learning needs across various subjects including mathematics! Enhance your understanding of complex topics with UpStudy's comprehensive support system today!

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