We are given that $P(A \cup B) = 0.7$ and $P(A \cup B^c) = 0.9$. We need to find $P(A)$.

Probability and StatisticsProbabilitySet TheoryConditional ProbabilityProbability of UnionComplement
2025/7/16

1. Problem Description

We are given that P(AB)=0.7P(A \cup B) = 0.7 and P(ABc)=0.9P(A \cup B^c) = 0.9. We need to find P(A)P(A).

2. Solution Steps

We know that
P(AB)=P(A)+P(B)P(AB)P(A \cup B) = P(A) + P(B) - P(A \cap B).
Also,
P(ABc)=P(A)+P(Bc)P(ABc)P(A \cup B^c) = P(A) + P(B^c) - P(A \cap B^c).
Since P(Bc)=1P(B)P(B^c) = 1 - P(B), we can rewrite the second equation as
P(ABc)=P(A)+1P(B)P(ABc)P(A \cup B^c) = P(A) + 1 - P(B) - P(A \cap B^c).
We also know that A=(AB)(ABc)A = (A \cap B) \cup (A \cap B^c), and these are disjoint events.
So, P(A)=P(AB)+P(ABc)P(A) = P(A \cap B) + P(A \cap B^c), and P(ABc)=P(A)P(AB)P(A \cap B^c) = P(A) - P(A \cap B).
Now, we can write the second given equation as
P(ABc)=P(A)+1P(B)(P(A)P(AB))P(A \cup B^c) = P(A) + 1 - P(B) - (P(A) - P(A \cap B)).
Simplifying this gives
P(ABc)=1P(B)+P(AB)P(A \cup B^c) = 1 - P(B) + P(A \cap B).
Thus, we have the following equations:
P(AB)=P(A)+P(B)P(AB)=0.7P(A \cup B) = P(A) + P(B) - P(A \cap B) = 0.7
P(ABc)=1P(B)+P(AB)=0.9P(A \cup B^c) = 1 - P(B) + P(A \cap B) = 0.9
Adding these two equations gives:
P(AB)+P(ABc)=P(A)+P(B)P(AB)+1P(B)+P(AB)=0.7+0.9P(A \cup B) + P(A \cup B^c) = P(A) + P(B) - P(A \cap B) + 1 - P(B) + P(A \cap B) = 0.7 + 0.9
P(A)+1=1.6P(A) + 1 = 1.6
P(A)=1.61=0.6P(A) = 1.6 - 1 = 0.6

3. Final Answer

P(A)=0.6P(A) = 0.6

Related problems in "Probability and Statistics"

The problem seems to be calculating the standard deviation of returns given probabilities and return...

Standard DeviationVarianceExpected ValueProbability Distributions
2025/7/17

The problem provides a frequency distribution table of marks obtained by 50 students. It asks us to:...

Frequency DistributionCumulative FrequencyOgiveMedianPercentileModeDescriptive Statistics
2025/7/16

We have a bag with 7 red discs and 5 blue discs. Two discs are drawn at random without replacement. ...

ProbabilityConditional ProbabilityWithout ReplacementCombinatorics
2025/7/15

The problem consists of two parts. (a) A biased square spinner has the following probabilities: Scor...

ProbabilityExpected ValueIndependent EventsConditional ProbabilityDiscrete Probability
2025/7/15

The problem consists of two independent probability questions: (c)(i) A bag contains 15 red beads an...

ProbabilityIndependent EventsConditional ProbabilityWithout Replacement
2025/7/15

We are asked to solve three probability problems: (b) A bag contains 54 red marbles and some blue ma...

ProbabilityConditional ProbabilityCombinatorics
2025/7/15

The problem describes a class of 32 students. We are given information about how many students study...

ProbabilityVenn DiagramsConditional ProbabilitySet Theory
2025/7/15

The problem is based on a Venn diagram representing a group of 50 students. The Venn diagram shows t...

Venn DiagramsSet TheoryProbabilityConditional Probability
2025/7/15

The problem states that the probability of Shalini being late for school on any day is $1/6$. (i) We...

ProbabilityConditional ProbabilityTree Diagrams
2025/7/15

The problem states that a bag contains green, red, and blue balls. Anna picks a ball at random and p...

ProbabilityProbability DistributionsBasic ProbabilityConditional ProbabilityExpected Value
2025/7/14