Math Problem Statement
Mark Martinko has been a class A racquetball player for the past 5 years, and one of his biggest goals is to own and operate a racquetball facility. Unfortunately, Mark thinks that the chance of a successful racquetball facility is only 30%. Mark’s lawyer has recommended that he employ one of the local marketing research groups to conduct a survey concerning the success or failure of a racquetball facility. There is a 0.8 probability that the research will be favorable given a successful racquetball facility. In addition, there is a 0.7 probability that the research will be unfavorable given an unsuccessful facility. Compute revised probabilities of a successful racquetball facility given a favorable and given an unfavorable survey
Solution
To compute the revised probabilities of a successful racquetball facility given favorable and unfavorable survey results, we can use Bayes' Theorem. Let's define the following events:
- : Successful racquetball facility
- : Unsuccessful racquetball facility
- : Favorable survey result
- : Unfavorable survey result
Given Data
- (prior probability of success)
- (prior probability of failure)
- (probability of a favorable survey given success)
- (probability of an unfavorable survey given failure)
- Thus, (probability of a favorable survey given failure)
Step 1: Calculate (Total Probability of a Favorable Survey)
Using the law of total probability:
Step 2: Calculate (Revised Probability of Success Given Favorable Survey)
Using Bayes' Theorem:
Step 3: Calculate (Total Probability of an Unfavorable Survey)
Using the law of total probability:
Step 4: Calculate (Revised Probability of Success Given Unfavorable Survey)
Using Bayes' Theorem:
Summary of Results
- Revised probability of success given a favorable survey: (53.33%)
- Revised probability of success given an unfavorable survey: (10.91%)
Would you like more details or have any questions? Here are some related questions for further exploration:
- What factors can influence the probabilities of success or failure for a racquetball facility?
- How can Mark use these probabilities to make a decision about opening the facility?
- What are other methods of market research that could complement the survey?
- How might different marketing strategies impact the success rate?
- What are the potential risks involved in opening a racquetball facility?
Tip: Always consider a range of scenarios and probabilities when making business decisions, as they can significantly impact your outcomes.
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Math Problem Analysis
Mathematical Concepts
Probability
Bayes' Theorem
Statistics
Formulas
P(F) = P(F|S) * P(S) + P(F|U) * P(U)
P(S|F) = (P(F|S) * P(S)) / P(F)
P(N) = P(N|S) * P(S) + P(N|U) * P(U)
P(S|N) = (P(N|S) * P(S)) / P(N)
Theorems
Bayes' Theorem
Law of Total Probability
Suitable Grade Level
Grades 11-12
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