**19.** Two balls are selected at random one by one without replacement from a bag containing 4 white and 6 black balls. If the probability that the first selected ball is black, given that the second selected ball is also black, is \( \frac{m}{n} \), where \( \gcd(m, n) = 1 \), then \( m + n \) is equal to: - (1) 14 - (2) 4 - (3) 11 - (4) 13
Detailed Explanation
Key Ideas to Solve
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Conditional Probability Formula
If events and both can happen, then Here,- = First ball is black (denote as )
- = Second ball is black (denote as )
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Without Replacement
After you take one ball out, only 9 balls remain. So probabilities for the second draw depend on what happened in the first draw. -
Step–by–Step Reasoning
- Find – the probability that both draws are black.
- Find – the overall probability that the second draw is black (regardless of the first draw).
- Compute the ratio using the conditional‐probability formula.
Why each step?
Because conditional probability literally tells us: out of all the times the second ball is black, how many of those have the first ball black too?
Simple Explanation (ELI5)
What’s happening?
Imagine you have a bag with 10 balls: 6 are black, 4 are white. You pick one ball, keep it in your hand, then pick another without putting the first back.
The question asks: “If you already know the second ball came out black, what’s the chance the first ball was also black?”
So we are looking at: Probability(First is Black | Second is Black).
Think of it like peeking at the second card in a magic trick. Since you saw it’s black, how likely is it that the first card is black too? That’s all we need to figure out!
Step-by-Step Solution
Step-by-Step Solution
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Define Events
: first ball is black
: second ball is black -
Find
After drawing one black, 5 black remain out of 9 balls.
P(B_1 \cap B_2) &= P(\text{1st black}) \times P(\text{2nd black} \mid \text{1st black})\\[6pt] &= \frac{6}{10} \times \frac{5}{9} \\[6pt] &= \frac{30}{90} \\[6pt] &= \frac{1}{3} \end{aligned}$$ -
Find
Two mutually exclusive ways give a black second ball.
Case 1 (Black then Black): already computed.
Case 2 (White then Black):
Add both cases:
-
Compute the Conditional Probability
P(B_1 \mid B_2) &= \frac{P(B_1 \cap B_2)}{P(B_2)}\\[6pt] &= \frac{\frac{1}{3}}{\frac{3}{5}} = \frac{1}{3} \times \frac{5}{3} = \frac{5}{9} \end{aligned}$$ So $\dfrac{m}{n} = \dfrac{5}{9}$ with $m + n = 5 + 9 = 14$.
Answer: 14 (Option 1).
Examples
Example 1
Drawing two socks from a drawer: probability first is blue given second is blue.
Example 2
Choosing two cards from a deck: probability first is a heart given second is a heart.
Example 3
Selecting two defective items from a production batch: probability first is defective given second is defective.
Example 4
Picking two marbles from a jar: probability first is red given second is red.