Calculating Traffic Fatalities: Male Probability Analysis

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Question:

The data on the right represent the number of traffic fatalities by seat location and gender. Determine ​P(male​) and ​P(male​|passenger​). Are the events ​"male​" and ​"passenger​" ​independent? Female Male Total Passenger 32,906 11,713 44,619 Driver 6,481 6,343 12,824 Total 39,387 18,056 57,443 Question content area bottom Part 1 Determine ​P(male​). ​P(male​)equals    enter your response here ​(Round to three decimal places as​ needed.) Part 2 Determine ​P(male​|passenger​). ​P(male​|passenger​)equals    enter your response here ​(Round to three decimal places as​ needed.) Part 3 Are the events ​"male​" and ​"passenger​" ​independent? A. Yes. The occurrence of the event ​"passenger​" does not affect the probability of the event ​"male​." B. Yes. The occurrence of the event ​"passenger​" affects the probability of the event ​"passenger​." C. No. The occurrence of the event ​"passenger​" does not affect the probability of the event ​"male​." D. No. The occurrence of the event ​"pass

Answer:

To solve the problem, we will calculate the probabilities step by step.

Part 1: Determine ( P(\text{male}) )

To find ( P(\text{male}) ), we use the formula:

[ P(\text{male}) = \frac{\text{Number of males}}{\text{Total number of individuals}} ]

From the data provided:

  • Number of males = 18,056
  • Total number of individuals = 57,443

Now we can calculate ( P(\text{male}) ):

[ P(\text{male}) = \frac{18,056}{57,443} \approx 0.314 ]

Part 2: Determine ( P(\text{male} | \text{passenger}) )

To find ( P(\text{male} | \text{passenger}) ), we use the formula:

[ P(\text{male} | \text{passenger}) = \frac{\text{Number of male passengers}}{\text{Total number of passengers}} ]

From the data provided:

  • Number of male passengers = 11,713
  • Total number of passengers = 44,619

Now we can calculate ( P(\text{male} | \text{passenger}) ):

[ P(\text{male} | \text{passenger}) = \frac{11,713}{44,619} \approx 0.262 ]

Part 3: Are the events "male" and "passenger" independent?

To determine if the events "male" and "passenger" are independent, we check if:

[ P(\text{male} | \text{passenger}) = P(\text{male}) ]

From our calculations:

  • ( P(\text{male}) \approx 0.314 )
  • ( P(\text{male} | \text{passenger}) \approx 0.262 )

Since ( P(\text{male} | \text{passenger}) \neq P(\text{male}) ), the events are not independent.

Conclusion

  • Part 1: ( P(\text{male}) \approx 0.314 )
  • Part 2: ( P(\text{male} | \text{passenger}) \approx 0.262 )
  • Part 3: The answer is D. No. The occurrence of the event "passenger" affects the probability of the event "male."