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Old race car problem/puzzle


The Monty Hall Problem - where does our intuition fail us?How to solve Chuck-a-Luck puzzleTwo envelope problem revisitedTicket selling probability puzzleModified German Tank problem involving string distance metricsProbability puzzle solved by R simulation; answer close but not exactly. Bug in my code?













1












$begingroup$


This was in an old (1935) "brain teaser" book, and I can't figure it out how to solve it!



There's a car race during which the cars experience 4 different types of car trouble, e.g. flat tire, blown motor, etc. I can't recall exactly what they are let's say they are A, B, C, and D.



Also it is stated that: 95% of the cars experience trouble A, 85% of the cars experience trouble B, 75% of the cars experience trouble C, and 65% of the cars experience trouble D



Then the question that is asked is, what is the least percentage of cars which must have experienced all 4 car troubles?



Anybody have any ideas? Thanks!










share|cite|improve this question









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Ramblin Wreck is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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  • 1




    $begingroup$
    Hint: when you rephrase the information in terms of percentages of cars that did not experience trouble, the answer might become obvious.
    $endgroup$
    – whuber
    3 hours ago















1












$begingroup$


This was in an old (1935) "brain teaser" book, and I can't figure it out how to solve it!



There's a car race during which the cars experience 4 different types of car trouble, e.g. flat tire, blown motor, etc. I can't recall exactly what they are let's say they are A, B, C, and D.



Also it is stated that: 95% of the cars experience trouble A, 85% of the cars experience trouble B, 75% of the cars experience trouble C, and 65% of the cars experience trouble D



Then the question that is asked is, what is the least percentage of cars which must have experienced all 4 car troubles?



Anybody have any ideas? Thanks!










share|cite|improve this question









New contributor




Ramblin Wreck is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$







  • 1




    $begingroup$
    Hint: when you rephrase the information in terms of percentages of cars that did not experience trouble, the answer might become obvious.
    $endgroup$
    – whuber
    3 hours ago













1












1








1





$begingroup$


This was in an old (1935) "brain teaser" book, and I can't figure it out how to solve it!



There's a car race during which the cars experience 4 different types of car trouble, e.g. flat tire, blown motor, etc. I can't recall exactly what they are let's say they are A, B, C, and D.



Also it is stated that: 95% of the cars experience trouble A, 85% of the cars experience trouble B, 75% of the cars experience trouble C, and 65% of the cars experience trouble D



Then the question that is asked is, what is the least percentage of cars which must have experienced all 4 car troubles?



Anybody have any ideas? Thanks!










share|cite|improve this question









New contributor




Ramblin Wreck is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$




This was in an old (1935) "brain teaser" book, and I can't figure it out how to solve it!



There's a car race during which the cars experience 4 different types of car trouble, e.g. flat tire, blown motor, etc. I can't recall exactly what they are let's say they are A, B, C, and D.



Also it is stated that: 95% of the cars experience trouble A, 85% of the cars experience trouble B, 75% of the cars experience trouble C, and 65% of the cars experience trouble D



Then the question that is asked is, what is the least percentage of cars which must have experienced all 4 car troubles?



Anybody have any ideas? Thanks!







puzzle






share|cite|improve this question









New contributor




Ramblin Wreck is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.











share|cite|improve this question









New contributor




Ramblin Wreck is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.









share|cite|improve this question




share|cite|improve this question








edited 4 hours ago







Ramblin Wreck













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Ramblin Wreck is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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asked 4 hours ago









Ramblin WreckRamblin Wreck

63




63




New contributor




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New contributor





Ramblin Wreck is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.






Ramblin Wreck is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







  • 1




    $begingroup$
    Hint: when you rephrase the information in terms of percentages of cars that did not experience trouble, the answer might become obvious.
    $endgroup$
    – whuber
    3 hours ago












  • 1




    $begingroup$
    Hint: when you rephrase the information in terms of percentages of cars that did not experience trouble, the answer might become obvious.
    $endgroup$
    – whuber
    3 hours ago







1




1




$begingroup$
Hint: when you rephrase the information in terms of percentages of cars that did not experience trouble, the answer might become obvious.
$endgroup$
– whuber
3 hours ago




$begingroup$
Hint: when you rephrase the information in terms of percentages of cars that did not experience trouble, the answer might become obvious.
$endgroup$
– whuber
3 hours ago










1 Answer
1






active

oldest

votes


















4












$begingroup$

The probability of having car troubles A, B, C, and D is given by
$$P(A cap B cap C cap D)=1-P((A cap B cap C cap D)^c)=1-P(A^c cup B^c cup C^c cup D^c).$$
Notice the upper bound on $P(A^c cup B^c cup C^c cup D^c)$ (and therefore the lower bound on $P(A cap B cap C cap D)$) is given by the case where the four sets $A^c, B^c, C^c,$ and $D^c$ are mutually exclusive (it helps to draw a picture to better understand this). In this case
$$P(A^c cup B^c cup C^c cup D^c)=P(A^c)+P(B^c)+P(C^c)+P(D^C)=.35+.25+.15+.05=0.8,$$
since $P(A^c)=.35, P(B^c)=.25, P(C^c)=.15,$ and $P(D^c)=.05$. Thus, the upper bound on the probability of having car troubles A, B, C, and D is given by
$$P(A cap B cap C cap D)=1-0.8=0.2.$$



The reason we cannot exactly calculate the probability $P(A cap B cap C cap D)$ is that we do not have information about the probability of set intersections. We can, however, find an upper bound, which is given by the case where the sets do not overlap.






share|cite|improve this answer










New contributor




dlnB is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.






$endgroup$












  • $begingroup$
    (+1) but note that it should say "(and therefore the lower bound on $P(A cap B cap C cap D)$) "
    $endgroup$
    – dnqxt
    3 hours ago











  • $begingroup$
    Yes, thank you. Corrected.
    $endgroup$
    – dlnB
    3 hours ago










  • $begingroup$
    Thank you for the clear explanation! Drawing a picture of the mutually exclusive sets (for a small number of cars) helped me get it. Also, 20% is what the book had for the answer too.
    $endgroup$
    – Ramblin Wreck
    3 hours ago











  • $begingroup$
    Pictures usually help with the intuition. Glad I could help. If you are satisfied, please accept the answer.
    $endgroup$
    – dlnB
    2 hours ago










Your Answer





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1 Answer
1






active

oldest

votes








1 Answer
1






active

oldest

votes









active

oldest

votes






active

oldest

votes









4












$begingroup$

The probability of having car troubles A, B, C, and D is given by
$$P(A cap B cap C cap D)=1-P((A cap B cap C cap D)^c)=1-P(A^c cup B^c cup C^c cup D^c).$$
Notice the upper bound on $P(A^c cup B^c cup C^c cup D^c)$ (and therefore the lower bound on $P(A cap B cap C cap D)$) is given by the case where the four sets $A^c, B^c, C^c,$ and $D^c$ are mutually exclusive (it helps to draw a picture to better understand this). In this case
$$P(A^c cup B^c cup C^c cup D^c)=P(A^c)+P(B^c)+P(C^c)+P(D^C)=.35+.25+.15+.05=0.8,$$
since $P(A^c)=.35, P(B^c)=.25, P(C^c)=.15,$ and $P(D^c)=.05$. Thus, the upper bound on the probability of having car troubles A, B, C, and D is given by
$$P(A cap B cap C cap D)=1-0.8=0.2.$$



The reason we cannot exactly calculate the probability $P(A cap B cap C cap D)$ is that we do not have information about the probability of set intersections. We can, however, find an upper bound, which is given by the case where the sets do not overlap.






share|cite|improve this answer










New contributor




dlnB is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.






$endgroup$












  • $begingroup$
    (+1) but note that it should say "(and therefore the lower bound on $P(A cap B cap C cap D)$) "
    $endgroup$
    – dnqxt
    3 hours ago











  • $begingroup$
    Yes, thank you. Corrected.
    $endgroup$
    – dlnB
    3 hours ago










  • $begingroup$
    Thank you for the clear explanation! Drawing a picture of the mutually exclusive sets (for a small number of cars) helped me get it. Also, 20% is what the book had for the answer too.
    $endgroup$
    – Ramblin Wreck
    3 hours ago











  • $begingroup$
    Pictures usually help with the intuition. Glad I could help. If you are satisfied, please accept the answer.
    $endgroup$
    – dlnB
    2 hours ago















4












$begingroup$

The probability of having car troubles A, B, C, and D is given by
$$P(A cap B cap C cap D)=1-P((A cap B cap C cap D)^c)=1-P(A^c cup B^c cup C^c cup D^c).$$
Notice the upper bound on $P(A^c cup B^c cup C^c cup D^c)$ (and therefore the lower bound on $P(A cap B cap C cap D)$) is given by the case where the four sets $A^c, B^c, C^c,$ and $D^c$ are mutually exclusive (it helps to draw a picture to better understand this). In this case
$$P(A^c cup B^c cup C^c cup D^c)=P(A^c)+P(B^c)+P(C^c)+P(D^C)=.35+.25+.15+.05=0.8,$$
since $P(A^c)=.35, P(B^c)=.25, P(C^c)=.15,$ and $P(D^c)=.05$. Thus, the upper bound on the probability of having car troubles A, B, C, and D is given by
$$P(A cap B cap C cap D)=1-0.8=0.2.$$



The reason we cannot exactly calculate the probability $P(A cap B cap C cap D)$ is that we do not have information about the probability of set intersections. We can, however, find an upper bound, which is given by the case where the sets do not overlap.






share|cite|improve this answer










New contributor




dlnB is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.






$endgroup$












  • $begingroup$
    (+1) but note that it should say "(and therefore the lower bound on $P(A cap B cap C cap D)$) "
    $endgroup$
    – dnqxt
    3 hours ago











  • $begingroup$
    Yes, thank you. Corrected.
    $endgroup$
    – dlnB
    3 hours ago










  • $begingroup$
    Thank you for the clear explanation! Drawing a picture of the mutually exclusive sets (for a small number of cars) helped me get it. Also, 20% is what the book had for the answer too.
    $endgroup$
    – Ramblin Wreck
    3 hours ago











  • $begingroup$
    Pictures usually help with the intuition. Glad I could help. If you are satisfied, please accept the answer.
    $endgroup$
    – dlnB
    2 hours ago













4












4








4





$begingroup$

The probability of having car troubles A, B, C, and D is given by
$$P(A cap B cap C cap D)=1-P((A cap B cap C cap D)^c)=1-P(A^c cup B^c cup C^c cup D^c).$$
Notice the upper bound on $P(A^c cup B^c cup C^c cup D^c)$ (and therefore the lower bound on $P(A cap B cap C cap D)$) is given by the case where the four sets $A^c, B^c, C^c,$ and $D^c$ are mutually exclusive (it helps to draw a picture to better understand this). In this case
$$P(A^c cup B^c cup C^c cup D^c)=P(A^c)+P(B^c)+P(C^c)+P(D^C)=.35+.25+.15+.05=0.8,$$
since $P(A^c)=.35, P(B^c)=.25, P(C^c)=.15,$ and $P(D^c)=.05$. Thus, the upper bound on the probability of having car troubles A, B, C, and D is given by
$$P(A cap B cap C cap D)=1-0.8=0.2.$$



The reason we cannot exactly calculate the probability $P(A cap B cap C cap D)$ is that we do not have information about the probability of set intersections. We can, however, find an upper bound, which is given by the case where the sets do not overlap.






share|cite|improve this answer










New contributor




dlnB is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.






$endgroup$



The probability of having car troubles A, B, C, and D is given by
$$P(A cap B cap C cap D)=1-P((A cap B cap C cap D)^c)=1-P(A^c cup B^c cup C^c cup D^c).$$
Notice the upper bound on $P(A^c cup B^c cup C^c cup D^c)$ (and therefore the lower bound on $P(A cap B cap C cap D)$) is given by the case where the four sets $A^c, B^c, C^c,$ and $D^c$ are mutually exclusive (it helps to draw a picture to better understand this). In this case
$$P(A^c cup B^c cup C^c cup D^c)=P(A^c)+P(B^c)+P(C^c)+P(D^C)=.35+.25+.15+.05=0.8,$$
since $P(A^c)=.35, P(B^c)=.25, P(C^c)=.15,$ and $P(D^c)=.05$. Thus, the upper bound on the probability of having car troubles A, B, C, and D is given by
$$P(A cap B cap C cap D)=1-0.8=0.2.$$



The reason we cannot exactly calculate the probability $P(A cap B cap C cap D)$ is that we do not have information about the probability of set intersections. We can, however, find an upper bound, which is given by the case where the sets do not overlap.







share|cite|improve this answer










New contributor




dlnB is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.









share|cite|improve this answer



share|cite|improve this answer








edited 3 hours ago





















New contributor




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answered 3 hours ago









dlnBdlnB

3264




3264




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dlnB is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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  • $begingroup$
    (+1) but note that it should say "(and therefore the lower bound on $P(A cap B cap C cap D)$) "
    $endgroup$
    – dnqxt
    3 hours ago











  • $begingroup$
    Yes, thank you. Corrected.
    $endgroup$
    – dlnB
    3 hours ago










  • $begingroup$
    Thank you for the clear explanation! Drawing a picture of the mutually exclusive sets (for a small number of cars) helped me get it. Also, 20% is what the book had for the answer too.
    $endgroup$
    – Ramblin Wreck
    3 hours ago











  • $begingroup$
    Pictures usually help with the intuition. Glad I could help. If you are satisfied, please accept the answer.
    $endgroup$
    – dlnB
    2 hours ago
















  • $begingroup$
    (+1) but note that it should say "(and therefore the lower bound on $P(A cap B cap C cap D)$) "
    $endgroup$
    – dnqxt
    3 hours ago











  • $begingroup$
    Yes, thank you. Corrected.
    $endgroup$
    – dlnB
    3 hours ago










  • $begingroup$
    Thank you for the clear explanation! Drawing a picture of the mutually exclusive sets (for a small number of cars) helped me get it. Also, 20% is what the book had for the answer too.
    $endgroup$
    – Ramblin Wreck
    3 hours ago











  • $begingroup$
    Pictures usually help with the intuition. Glad I could help. If you are satisfied, please accept the answer.
    $endgroup$
    – dlnB
    2 hours ago















$begingroup$
(+1) but note that it should say "(and therefore the lower bound on $P(A cap B cap C cap D)$) "
$endgroup$
– dnqxt
3 hours ago





$begingroup$
(+1) but note that it should say "(and therefore the lower bound on $P(A cap B cap C cap D)$) "
$endgroup$
– dnqxt
3 hours ago













$begingroup$
Yes, thank you. Corrected.
$endgroup$
– dlnB
3 hours ago




$begingroup$
Yes, thank you. Corrected.
$endgroup$
– dlnB
3 hours ago












$begingroup$
Thank you for the clear explanation! Drawing a picture of the mutually exclusive sets (for a small number of cars) helped me get it. Also, 20% is what the book had for the answer too.
$endgroup$
– Ramblin Wreck
3 hours ago





$begingroup$
Thank you for the clear explanation! Drawing a picture of the mutually exclusive sets (for a small number of cars) helped me get it. Also, 20% is what the book had for the answer too.
$endgroup$
– Ramblin Wreck
3 hours ago













$begingroup$
Pictures usually help with the intuition. Glad I could help. If you are satisfied, please accept the answer.
$endgroup$
– dlnB
2 hours ago




$begingroup$
Pictures usually help with the intuition. Glad I could help. If you are satisfied, please accept the answer.
$endgroup$
– dlnB
2 hours ago










Ramblin Wreck is a new contributor. Be nice, and check out our Code of Conduct.









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