Q.Refer to Question 74 above. The probability that exactly two of the three balls were red, the first ball being red, is
(A) 31
(B) 74
(C) 2815
(D) 285
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🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Conditional Probability
Conditional Probability
Roll a die and ask "what is the chance of an even number?" — that is 3/6. But suppose someone tells you the result is greater than 3. Now you are no longer looking at all six faces, only at {4,5,6}, and two of those (4 and 6) are even, so the probability becomes 2/3. That change — from the probability of A to the probability of A given that B has already occurred — is conditional probability.
The Idea: Shrink the Sample Space
Conditioning on B throws away every outcome where B is false and treats B as the new "whole world." You measure A only against what is still possible.
Think of filtering a table of data: unconditional probability uses every row; conditional probability keeps only the rows where the condition is true.
The Definition
For events A and B with P(B)>0,
P(A∣B)=P(B)P(A∩B).
We divide by P(B) to rescale so that B itself has probability 1; the surviving part of A is the overlap A∩B. Checking the die: P(A∩B)=P({4,6})=62 and P(B)=63, so P(A∣B)=3/62/6=32, matching the intuition.
Rearranging gives the multiplication rule P(A∩B)=P(A∣B)P(B), which is usually the easier way to compute a joint probability when a problem says "given that."
Two Cautions
- P(A∣B) and P(B∣A) are generally not equal; swapping them is the classic mistake. They are linked by Bayes' theorem, P(A∣B)=P(B)P(B∣A)P(A). …
This refers to the box of 5 red and 3 black balls (Question 74), with three balls drawn one by one without replacement. Following the official reading, we want the probability of the ordered outcome red, red, black — the first ball red and exactly two of the three red: …
For the box of 5 red and 3 black balls (Q74), the probability of the sequence red, red, black is 85⋅74⋅63=285 — the official answer, option (D).
The setup (from Question 74)
The box has 5 red and 3 black balls (8 in all), and three balls are drawn one by one without replacement. We are told the first ball is red and asked for the probability that exactly two of the three drawn are red.
The computation
The first ball is red and exactly two of the three are red, taken as the ordered outcome red, red, black (R, R, B):
P(R)=85,P(R after R)=74,P(B after R,R)=63.
Multiplying along the branch:
P=85⋅74⋅63=33660=285. …
Method: Sequential draws via the multiplication theorem along a branch
Use this when balls are drawn one by one without replacement and you want the probability of a specific ordered sequence.
Steps
Step 1: Write the chain of conditional probabilities.
For a sequence of outcomes, multiply along the branch, updating counts after each draw:
P=P(1st)⋅P(2nd∣1st)⋅P(3rd∣1st,2nd)⋯
Step 2: Update the pool at every step.
Each draw removes one ball, so both the favourable count and the total drop by one for the next factor. …
Common Mistakes
Mistake 1: Not updating the counts after each draw.
Why it's wrong: without replacement, after drawing a red the pool becomes 4 red of 7, etc.; reusing 5/8 each time is the with-replacement error. Correct approach: multiply 85⋅74⋅63, decrementing both counts.
Mistake 2: Summing every "exactly two red" order when the wording fixes one. …
- CA Foundation 2026Set jan-20261 markMCQQ.If in a class, 50% of the student study mathematics and science and 70% of the student study mathematics, then the probability of a student studying science given that he/she is already studying mathematics is (A) 73 (B) 76 (C) 74 (D) 75
›Reveal solutionSolution
Conditional probability P(S∣M)=P(M)P(M∩S).
Step 1 — identify the probabilities
50% study both maths and science, so P(M∩S)=0.5; 70% study maths, so P(M)=0.7.
Step 2 — apply the conditional-probability formula
P(S∣M)=P(M)P(M∩S)=0.70.5=75. …
- CA Foundation 2026Set jan-20261 markMCQQ.If two dice are rolled, then the probability of getting a greater number on the first die than the one on the second, given that the sum should be equal to 7 is (A) 21 (B) 31 (C) 61 (D) 32
›Reveal solutionSolution
Conditional probability on a reduced sample space: P(A∣B)=n(B)n(A∩B).
Step 1 — list the outcomes with sum 7.
(1,6),(2,5),(3,4),(4,3),(5,2),(6,1)⇒n(B)=6.
Step 2 — count first die greater than second, among those.
(4,3),(5,2),(6,1) → 3 outcomes.
Step 3 — conditional probability.
P=63=21. …
- CA Foundation 2023Set jun-20231 markMCQQ.If P(A)=31,P(B)=41,P(A/B)=61, the probability P(B/A) is (A) 81 (B) 41 (C) 83 (D) 21
›Reveal solutionSolution
P(B/A) = P(A∩B)/P(A) = (1/24)/(1/3) = 1/8.
Step 1 — Find the joint probability
P(A∩B)=P(A/B)P(B)=61×41=241
Step 2 — Apply the definition of conditional probability
P(B/A)=P(A)P(A∩B)=1/31/24=243=81
Watch outP(A/B) and P(B/A) are not equal — you must recompute the joint probability first, then divide by P(A), not P(B). …
- CA Foundation 2022Set dec-20221 markMCQQ.If P(A)=31, P(B)=43 and P(A∪B)=1211 then P(AB) is: (A) 61 (B) 94 (C) 21 (D) 81
›Reveal solutionSolution
P(A∩B)=1/6, so P(B|A)=(1/6)/(1/3)=1/2.
Step 1 — Intersection via the addition rule
P(A∩B)=P(A)+P(B)−P(A∪B)=31+43−1211=124+9−11=122=61
Step 2 — Apply the conditional-probability formula
P(AB)=P(A)P(A∩B)=1/31/6=21
Watch outOption (A) 1/6 is just P(A∩B) — you must still divide by P(A) to get the conditional probability. …
- CA Foundation 2021Set dec-20211 markMCQQ.For any two dependent events A and B, P(A)=5/9 and P(B)=6/11 and P(A∩B)=10/33. What are the values of P(A/B) and P(B/A)? (A) 5/9, 6/11 (B) 5/6, 6/11 (C) 1/9, 2/9 (D) 2/9, 4/9
›Reveal solutionSolution
Divide the joint probability by the conditioning event's probability: P(A∣B)=5/9, P(B∣A)=6/11.
Step 1 — Apply the conditional probability formula for P(A∣B)
P(A∣B)=P(B)P(A∩B)=6/1110/33=3310×611=198110=95
Step 2 — Apply it for P(B∣A)
P(B∣A)=P(A)P(A∩B)=5/910/33=3310×59=16590=116
Step 3 — Sanity check
Since P(A)P(B)=(5/9)(6/11)=10/33=P(A∩B), the conditionals collapse to the marginals — consistent with the computed values. …
- CA Foundation 2021Set dec-20211 markMCQQ.In a group of 20 males and 15 females, 12 males and 8 females are service holders. What is the probability that a person selected at random from the group is a service holder given that the selected person is a male? (A) 0.40 (B) 0.60 (C) 0.45 (D) 0.55
›Reveal solutionSolution
Condition on males only: 12 service holders out of 20 males = 0.60.
Step 1 — Identify the reduced sample space
Given the person is male, only the 20 males matter.
Step 2 — Apply the conditional formula
P(service∣male)=total malesmale service holders=2012=0.60
Watch outDo not divide by the full group of 35 — the condition 'given male' shrinks the denominator to 20. …
- JKBOSE Class 12 Annual Regular Examination 2018Set WZ1 markMCQQ.If P(A)=103, P(B)=52 and P(A∪B)=53, then P(B/A)+P(A/B) equals:(a) 1/4(b) 1/3(c) 5/12(d) 7/2
›Reveal solutionSolution
Using P(A∩B)=P(A)+P(B)−P(A∪B) and the conditional-probability definitions, the correctly computed value is 127, which does not equal any of the four listed options.
Given P(A)=103, P(B)=52, P(A∪B)=53.
P(A∩B)=P(A)+P(B)−P(A∪B)=103+104−106=101
P(B/A)=P(A)P(A∩B)=3/101/10=31
P(A/B)=P(B)P(A∩B)=4/101/10=41
P(B/A)+P(A/B)=31+41=124+123=127
This is the value obtained by correctly applying the standard formulas to the numbers as given in the question. It does not match any of the four printed options — (a) 1/4,
(b) 1/3,
(c) 5/12, …
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