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praneethuddagiri
The events A and B are independent. The probability that both events A and B occur is 0.21. The probability that event A occurs and event B does not occur is 0.49. What is the probability that at least one of the events A and B occur?

a) 0.58
b) 0.79
c) 0.84
d) 0.89
e) 0.93

Let's write all the given data in mathematical notation:-

P(A)P(B)=0.21----------(1)
P(A)(1-P(B))=0.49------(2)
Question stem:-
P(at least one of A & B occur)=1-P(neither A nor B occurs)

from(2), we have P(A)-P(A)P(B)=0.49
Or,P(A)-0.21=0.49
Or, P(A)=0.7

So P(B)=\(\frac{0.21}{0.7}\)=0.3

P(neither A)=1-P(A)=1-0.7=0.3
P(neither B)=1-P(B)=1-0.3=0.7

So, P(at least one of A & B occur)=1-P(neither A nor B occur)=1-0.3*0.7=1-0.21=0.79

Ans. B
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We are given:
P(A and B) = .21
P(A and not B) = .49

Then, we know P(A) = P(A and B) + P(A and not B) = .7

because A and B are independent
P(A and B) =P(A)*P(B)= .21
Plug in .7 into P(A) we get P(A)*P(B)= .7*P(B) = .21 and we know P(B) = .3
Then P(not A and B) = P(B) - P(A and B) = .3 - .21 = .09

Now, probability of at least one event occur is P(A and not B) + P(not A and B) + P(A and B) = .49 + .09 + .21 =.79
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Since the events A and B are independent, the probability of both A and B occurring is the product of their individual probabilities.
I.e. P(A and B) = P(A) * P(B).

The questions says that this probability is 0.21. Therefore,
P(A) * P(B) = 0.21.

The probability that A occurs and B does not occur is 0.49. This means that P(A) = 0.49 + 0.21 = 0.7. Hence, P(B) = 0.3 since P(A) * P(B) = 0.21.
We can conclude that the probability that B occurs and A does not occur = 0.3 – 0.21 = 0.09.

Probability that at least one of A and B occur = P(A) + P(B) – P(A and B), which, on substitution of values yields 0.79.

Drawing a Venn diagram can be another way of solving this. When we plug in the above values into a Venn diagram, it looks like the one below and from the Venn diagram, it’s clear that the area inside the circles represents the probability that at least one of A and B occur, which is 0.79.

Attachment:
26th Sept 2019 - Reply 3.JPG
26th Sept 2019 - Reply 3.JPG [ 22.69 KiB | Viewed 29052 times ]

What’s interesting to note is that Probability that both A and B will not occur is also 0.21 since it is equal to (1-0.7) * (1-0.3), which is reflected in the Venn also.

Hope this helps!
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praneethuddagiri
The events A and B are independent. The probability that both events A and B occur is 0.21. The probability that event A occurs and event B does not occur is 0.49. What is the probability that at least one of the events A and B occur?

a) 0.58
b) 0.79
c) 0.84
d) 0.89
e) 0.93

There are 4 possible cases of outcomes and A and B events together

1) A happens and B does not happen
2) A happens and B happens as well
3) A does not happen and B happens

4) A and B both do not happen

What we need is the combined probability of first three cases

Probability of first 3 cases = 1 - 4th Case = 1-0.21 = 0.79

Answer: Option B

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Hello ScottTargetTestPrep,

Could you please share with us your approach on this probability problem?
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Hello ScottTargetTestPrep,

Could you please share with us your approach on this probability problem?
Solution:

Notice that the events “both A and B” and “event A occurs and event B does not occur” together make up event A. In other words, if we take an outcome of event A, that outcome is in one and only one of the two events. Thus:

P(A) = P(both A and B) + P(event A occurs and event B does not occur) = 0.21 + 0.49 = 0.7

Since A and B are independent, P(A and B) = P(A) * P(B). Substituting P(A and B) = 0.21 and P(A) = 0.7 in this equality, we obtain:

0.21 = 0.7 * P(B)

P(B) = 0.21/0.7 = 0.3

Finally, “at least one of the events A and B occur” is the event “A or B,” which can be calculated using the formula P(A or B) = P(A) + P(B) - P(A and B). We get:

P(A and B) = 0.7 + 0.3 - 0.21 = 0.79

Answer: B
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Here, the probability theory looks wrong. It should not be P(A or B) = P(A) + P(B) + P(A and B).
It should be P(A or B) = P(A) + P(B) - P(A and B).

So, it doesn't sound right though it matches an answer.

Because A and B are independent events, P(A) . P(B) = 0.21.
So, P(B) = 0.21/0.49 = 0.428.
So, P(A or B) = 0.49 + 0.43 - 0.21 = 0.71.

But it does not match any answer choice given.

Where am I wrong?
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praneethuddagiri
The events A and B are independent. The probability that both events A and B occur is 0.21. The probability that event A occurs and event B does not occur is 0.49. What is the probability that at least one of the events A and B occur?

a) 0.58
b) 0.79
c) 0.84
d) 0.89
e) 0.93


To Calculate:
The probability that at least one of the events A and B occur.
Which will be equivalent to :
Probability that Event A occurs and B does not occurs + Probability that Event B occurs and A does not occurs + Probability that Event A and B both occur .
=A*(1-B) + B*(1-A) + A*B

The probability that event A occurs - A
The probability that event B occurs - B

Given:
The probability that both events A and B occur= 0.21 ==A*B........................................(i)
The probability that event A occurs and event B does not occur = 0.49 ==A*(1-B)...........(ii)

A*(1-B)=0.49
A-AB=0.49
A-0.21=0.49 Using (i)
Therefore, A=0.70
And Hence, B=0.30

Now, Calculating the probability that at least one of the events A and B occur
A*(1-B) + B*(1-A) + A*B
0.49 + 0.30*0.30 + 0.70+0.30
0.49 + 0.09 + 0.21
0.79

Alternatively, We can also solve by calculating the Probability that none of the Events A or B Occur
The probability that at least one of the events A and B occur = 1- Probability that none of the Events A or B Occur
1 - (1-A)*(1-B)
1 - (1-0.7)*(1-0.3)
1 - 0.3*0.7
1 - 0.21
0.79
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adipisci
Here, the probability theory looks wrong. It should not be P(A or B) = P(A) + P(B) + P(A and B).
It should be P(A or B) = P(A) + P(B) - P(A and B).

So, it doesn't sound right though it matches an answer.

Because A and B are independent events, P(A) . P(B) = 0.21.
So, P(B) = 0.21/0.49 = 0.428.
So, P(A or B) = 0.49 + 0.43 - 0.21 = 0.71.

But it does not match any answer choice given.

Where am I wrong?
P(A) is not 0.49

P(A)*P(B not occurring) = 0.49

P(B not occurring) = 1 - P(B)

=> P(A)*[1-P(B)] = 0.49

=> P(A) - P(A)*P(B) = 0.49

Now, since P(A)*P(B) = 0.21

=> P(A) = 0.49 + 0.21

=> P(A) = 0.7

=> P(B) = 0.3

To find probability at least 1 event occurs = 1 - probability both events don't occur = 1 - 0.3*0.7 = 1 - 0.21 = 0.79
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