Probability: Edge Cases and Subtle Traps (5)

medium 2 min read

Question

A bag contains 55 red balls and 33 blue balls. Two balls are drawn one after the other without replacement. Find the probability that both balls are red.

The trap here: students confuse “without replacement” with “with replacement” and use the wrong probability for the second draw. Let’s do this carefully.

Solution — Step by Step

Let AA = first ball is red, BB = second ball is red.

We want P(AB)=P(A)P(BA)P(A \cap B) = P(A) \cdot P(B|A) (multiplication rule).

There are 55 red balls out of 88 total.

P(A)=58P(A) = \frac{5}{8}

After drawing one red ball without replacement, the bag has 44 red and 33 blue (77 total).

P(BA)=47P(B|A) = \frac{4}{7}

P(AB)=58×47=2056=514P(A \cap B) = \frac{5}{8} \times \frac{4}{7} = \frac{20}{56} = \frac{5}{14}

Final answer: P(both red)=514P(\text{both red}) = \dfrac{5}{14}.

Why This Works

The key idea: in conditional probability, the sample space changes after the first event. When you remove a red ball, the remaining bag is different, so the probability of drawing red again is calculated from the new distribution.

Multiplication rule: P(AB)=P(A)P(BA)P(A \cap B) = P(A) P(B|A). For independent events, P(BA)=P(B)P(B|A) = P(B) and the rule simplifies. Here, the events are dependent — drawing without replacement creates dependence.

Alternative Method

Counting directly. Number of ways to pick 22 red from 55: (52)=10\binom{5}{2} = 10. Number of ways to pick any 22 from 88: (82)=28\binom{8}{2} = 28.

P=1028=514P = \frac{10}{28} = \frac{5}{14} \checkmark

(Note: combinations work because order doesn’t matter for “both red.” If we’d computed using permutations, P=(5×4)/(8×7)=20/56=5/14P = (5 \times 4)/(8 \times 7) = 20/56 = 5/14 — same.)

For “without replacement” probability questions, always use either the multiplication rule with conditional probability, or the combinations formula. Don’t mix the two within one calculation.

Common Mistake

The classic trap: students write P(both red)=(5/8)2=25/64P(\text{both red}) = (5/8)^2 = 25/64, treating the two draws as independent. That’s only correct with replacement. Without replacement, the second draw’s denominator drops to 77 and the numerator to 44 (one red is gone).

A subtler trap: in conditional probability problems like “given the first is red, find the probability the second is red,” students sometimes forget to update both numerator AND denominator. Both must reflect the new sample.

Want to master this topic?

Read the complete guide with more examples and exam tips.

Go to full topic guide →

Try These Next