A couple of probability homework questions

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SUMMARY

This discussion focuses on solving probability problems related to blood types and student exam failures. The first problem involves calculating the probabilities of antigens reacting with blood types A, B, AB, and O, with specific probabilities given for each blood type. The second problem addresses the probabilities of student A and student B failing an examination, utilizing the principles of union and intersection of probabilities. Key calculations include finding the probability of at least one student failing, neither failing, and exactly one failing, with definitive results provided for each scenario.

PREREQUISITES
  • Understanding of basic probability concepts, including union and intersection of events.
  • Familiarity with blood type probabilities and antigen reactions.
  • Knowledge of probability notation such as Pr(A), Pr(A ∩ B), and Pr(A ∪ B).
  • Ability to apply the complement rule in probability calculations.
NEXT STEPS
  • Study the principles of conditional probability and Bayes' theorem.
  • Learn about Venn diagrams and their application in probability problems.
  • Explore advanced probability topics such as joint distributions and independence of events.
  • Practice solving real-world problems involving probabilities in genetics and education.
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Students studying probability theory, educators teaching statistics, and anyone interested in applying probability concepts to real-life scenarios such as genetics and academic performance.

1MileCrash
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Homework Statement



The first one seems too easy and I'm not sure I did it right (it looks like they are nearly asking what they gave in different words.) I'm relatively comfortable about what I did in the second, note that we did not cover probabilities of intersections of sets yet so I removed those and used other theorems.


1.) Consider, once again, the four bloodtypes A, B, AB, and O, together with the two antigens anti-a and anti-b. Suppose that, for a given person, the probability of type O blood is 0.5, the probability of type A blood is 0.34, and the probility of type B blood is 0.12.

a.) Find the probability that each of the antigens will react with this person's blood.

b.) Find the probability that both antigens will react with this person's blood.


2.) If the probability that student A will fail a certain statistic examination is 0.5, the probability that student B will fail the examination is 0.2, and the probability that both student A and student B will fail the examinatyion is 0.1, what is the probability that:

a.) at least one of these two students will fail the examination?
b.) neither student fails the examination?
c.) exactly one student fails the examination?

Homework Equations





The Attempt at a Solution



1.a)

Antigen A's probability of reacting is the probability that the person has type A blood OR type AB blood.

Type AB's probability is easily found by considering that our sample space must have probability 1, therefore AB has a probability of .04.

Since all of these events are disjoint, the probability of AuAB is just .34 + .04 = .38.

Antigen B is found the same way, .12 + .04 = .16.

1.b)

This is just the probability of having type AB blood, .12.



2.) a and b I am relatively confident in, but c was a bit more difficult for me.

a.) This is Pr(AuB), which is Pr(A) + Pr(b) - Pr(AnB) = 0.6

b.) This is Pr((AuB)'), which is 1 - Pr(AuB) = 0.4

c.) I called this set (AuB)n(AnB)', to denote in the union and not in the intersection.

Since I want Pr((AuB)n(AnB)'), I first took the complement as that set of a whole in order to get a union:

((AuB)n(AnB)')' = (AuB)'u(AnB)

Then
Pr((AuB)n(AnB)') = 1 - Pr[(AuB)'u(AnB)]

Knowing that this is the union of two disjoint sets, the sum of the union is just the sum of their probabilities. Since I found Pr((AuB)') above, and am given Pr(AnB), I found the result to be

Pr((AuB)n(AnB)') = 1 - (.4 + .1)
= .5



Thanks for any help.
 
Last edited:
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1MileCrash said:

Homework Statement



The first one seems too easy and I'm not sure I did it right (it looks like they are nearly asking what they gave in different words.) I'm relatively comfortable about what I did in the second, note that we did not cover probabilities of intersections of sets yet so I removed those and used other theorems.


1.) Consider, once again, the four bloodtypes A, B, AB, and O, together with the two antigens anti-a and anti-b. Suppose that, for a given person, the probability of type O blood is 0.5, the probability of type A blood is 0.34, and the probility of type B blood is 0.12.

a.) Find the probability that each of the antigens will react with this person's blood.

b.) Find the probability that both antigens will react with this person's blood.


2.) If the probability that student A will fail a certain statistic examination is 0.5, the probability that student B will fail the examination is 0.2, and the probability that both student A and student B will fail the examinatyion is 0.1, what is the probability that:

a.) at least one of these two students will fail the examination?
b.) neither student fails the examination?
c.) exactly one student fails the examination?

Homework Equations





The Attempt at a Solution



1.a)

Antigen A's probability of reacting is the probability that the person has type A blood OR type AB blood.

Type AB's probability is easily found by considering that our sample space must have probability 1, therefore AB has a probability of .04.

Since all of these events are disjoint, the probability of AuAB is just .34 + .04 = .38.

Antigen B is found the same way, .12 + .04 = .16.

1.b)

This is just the probability of having type AB blood, .12.
You mean 0.04, which you said above was the probability of AB.

2.) a and b I am relatively confident in, but c was a bit more difficult for me.

a.) This is Pr(AuB), which is Pr(A) + Pr(b) - Pr(AnB) = 0.6

b.) This is Pr((AuB)'), which is 1 - Pr(AuB) = 0.4

c.) I called this set (AuB)n(AnB)', to denote in the union and not in the intersection.

Since I want Pr((AuB)n(AnB)'), I first took the complement as that set of a whole in order to get a union:

((AuB)n(AnB)')' = (AuB)'u(AnB)

Then
Pr((AuB)n(AnB)') = 1 - (AuB)'u(AnB)

Knowing that this is the union of two disjoint sets, the sum of the union is just the sum of their probabilities. Since I found Pr((AuB)') above, and am given Pr(AnB), I found the result to be

Pr((AuB)n(AnB)') = 1 - (.4 + .1)
= .5
I didn't follow your working closely, but your reasoning sounds right. And the answer you got is correct.

You could also look at it as the probability that at least one fails minus the probability that both fail. On a Venn diagram, that would correspond to exactly the parts of A and B that don't overlap.
 

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