Q.If P(B)=53, P(A∣B)=21 and P(A∪B)=54, then P((A∪B)′)+P(A′∪B) equals
(A) 51
(B) 54
(C) 21
(D) 1
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🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Probability Complement Rule
The Probability Complement Rule
Every event A splits the sample space in two: outcomes where A happens, and outcomes where it does not. The second group is the complement of A, written A′ (also Ac or Aˉ). Because exactly one of the two must occur, their probabilities together fill the whole space:
P(A)+P(A′)=1⟹P(A′)=1−P(A).
That is the complement rule: the probability that A does not happen is 1 minus the probability that it does.
Why It Holds
A and A′ are mutually exclusive (no outcome lies in both) and exhaustive (together they are the entire sample space S, with P(S)=1). So P(A)+P(A′)=P(S)=1, and rearranging gives the rule.
A Simple Example
For a fair die, P(six)=61, so P(not six)=1−61=65.
Why It Is So Useful: the "At Least One" Trick
Counting "at least one" directly often means adding many separate cases, while its complement, "none," is a single easy case. For instance, the probability of at least one head in three tosses of a fair coin:
P(at least one head)=1−P(no heads)=1−(21)3=1−81=87.
Computing "no heads" once is far quicker than summing the one-head, two-head and three-head cases separately. …
Given P(B)=53, P(A∣B)=21, P(A∪B)=54.
P(A∩B)=P(A∣B)P(B)=21⋅53=103, and P(A)=54−53+103=21.
P((A∪B)′)=1−P(A∪B)=1−54=51. …
P((A∪B)′)=51 and P(A′∪B)=54, so their sum is 1 — option (D).
Setup
We are given P(B)=53, P(A∣B)=21, P(A∪B)=54. First recover P(A∩B) and P(A):
P(A∩B)=P(A∣B)P(B)=21⋅53=103,
P(A)=P(A∪B)−P(B)+P(A∩B)=54−53+103=21.
First term
By the complement rule, P((A∪B)′)=1−P(A∪B)=1−54=51.
Second term
Use De Morgan's law: (A′∪B)′=A∩B′, so P(A′∪B)=1−P(A∩B′).
Since A splits into the parts inside and outside B, P(A∩B′)=P(A)−P(A∩B)=21−103=51. …
Method: Complement rule and De Morgan for compound expressions
Use this for expressions built from unions, complements and conditionals that must each be simplified before adding.
Steps
Step 1: Simplify each complemented compound with De Morgan / complement rule.
P((A∪B)′)=1−P(A∪B),(A′∪B)′=A∩B′.
So P(A′∪B)=1−P(A∩B′).
Step 2: Reduce the leftover joint terms to known quantities. …
Common Mistakes
Mistake 1: Writing P(A′∪B)=1−P(A∪B).
Why it's wrong: the complement of A∪B is A′∩B′, not A′∪B. Correct approach: use De Morgan — (A′∪B)′=A∩B′, so P(A′∪B)=1−P(A∩B′).
Mistake 2: Leaving P(A∩B′) unreduced. …
- KCET 2021Set A-11 markMCQQ.If P(A)=0.59, P(B)=0.30 and P(A∩B)=0.21 then P(A′∩B′)= (A) 0.11 (B) 0.38 (C) 0.32 (D) 0.35
›Reveal solutionSolution
Recognise A′∩B′ as the complement of A∪B (De Morgan), find P(A∪B) by the addition rule, and subtract from 1.
Step 1 — Rewrite the event using De Morgan's law.
De Morgan's law for sets says
A′∩B′=(A∪B)′
Why: "neither A nor B occurs" is the same event as "it is not the case that at least one of A, B occurs."
Therefore, by the complement rule,
P(A′∩B′)=P((A∪B)′)=1−P(A∪B)
Step 2 — Find P(A∪B) using the addition theorem.
The general addition rule (inclusion–exclusion) is
P(A∪B)=P(A)+P(B)−P(A∩B)
The subtraction of P(A∩B) is essential — the overlap would otherwise be counted twice. (Note we may not use P(A)+P(B) alone, since P(A∩B)=0.21=0, so the events are not mutually exclusive.)
Substituting the given values:
P(A∪B)=0.59+0.30−0.21=0.89−0.21=0.68
Step 3 — Complete the calculation.
P(A′∩B′)=1−0.68=0.32
Step 4 — Sanity check. …
- COMEDK 2025Set 2025-M1 markMCQQ.Let A and B be two events such that one of the two events must occur. Given that the chance of occurrence of A is 32 the chance of occurrence of B, then odds in favour of B is (A) 3:5 (B) 2:5 (C) 3:2 (D) 2:3
›Reveal solutionSolution
The problem states that one of A or B must occur, so P(A) + P(B) = 1. Given P(A) = (2/3)P(B), we solve to find P(B) = 3/5, so odds in favour of B are P(B) : P(not B) = 3/5 : 2/5 = 3:2. The correct option is (C).
Concept and intuition
When we say “one of the two events must occur,” it means the events are mutually exclusive and exhaustive — together they cover all possibilities. That gives us the key equation: P(A) + P(B) = 1. The problem also gives a relationship between their probabilities: P(A) is two-thirds of P(B). This is a classic system of two equations in two unknowns. Once we find P(B), the odds in favour of B are simply the ratio of the probability that B happens to the probability that it does not happen (i.e., P(B) : P(not B)).
Step-by-step solution
- Set up the equations from the problem statement. Since one of A or B must occur, they are complementary in the sense that their probabilities sum to 1:
P(A)+P(B)=1.
Also, the chance of A is 32 the chance of B:
P(A)=32P(B).
- Substitute to solve for P(B). Replace P(A) in the first equation:
32P(B)+P(B)=1.
Combine like terms:
35P(B)=1.
Multiply both sides by 53:
P(B)=53.
- Find the probability that B does not occur. Since B either happens or doesn’t,
- KCET 2020Set A-11 markMCQQ.If A={1,2,3,4,5,6}, then the number of subsets of A which contain atleast two elements is (A) 64 (B) 63 (C) 57 (D) 58
›Reveal solutionSolution
Total subsets 26=64, minus the 1 empty subset and the 6 single-element subsets, gives 57.
Step 1 — Total number of subsets.
For a set with n elements, each element is independently either in or out of a subset — two choices each — so the number of subsets is 2n. Here n=∣A∣=6:
Total subsets=26=64
Step 2 — Use the complement (much faster than adding up).
"At least two elements" is the complement of "fewer than two elements", i.e. of subsets with 0 elements or 1 element:
N(≥2)=Total−N(0)−N(1)
Step 3 — Count the unwanted subsets.
- Subsets with 0 elements: only the empty set ∅.
(06)=1
- Subsets with 1 element: choose 1 of the 6 elements. (16)=6(namely {1},{2},{3},{4},{5},{6}) …
- KCET 2026Set UNKNOWN1 markMCQQ.The probability that a man and his wife live after 20 years are 41 and 31 respectively. The probability that neither the man nor his wife live after 20 years is (A) 43 (B) 125 (C) 127 (D) 21
›Reveal solutionSolution
Find the complement (non-survival) probability for each person, then multiply them since the two events are independent.
Step 1 — Find the complement probabilities
Given P(man lives)=41 and P(wife lives)=31, the probabilities that each does not live after 20 years are:
P(man does not live)=1−41=43,
P(wife does not live)=1−31=32.
Step 2 — Multiply the independent probabilities …
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