Two-Stage Experiments
Unlock the critical difference between with-replacement and without-replacement experiments — the distinction exams love to test.
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Before you read on — quickly: A bag has 3 red and 2 blue marbles. You draw one marble, note its colour, then draw a second. Do you think it matters whether you put the first marble back before drawing again? Why might these be different situations?
In two-stage experiments, with replacement means the first outcome is returned before the second draw — so both draws have the same probability. Without replacement means the first item is NOT returned, so the second draw's sample space is reduced.
Bag: 3 red (R), 2 blue (B) = 5 total. With replacement: After drawing first, return it. Second draw still from 5. P(R) = 3/5 each time. Without replacement: After drawing first, keep it. Second draw from only 4 remaining. Probabilities at stage 2 change depending on what was drawn at stage 1.
Know
- With replacement: denominator stays the same for each draw
- Without replacement: denominator decreases by 1 per draw
- These create different probability calculations
Understand
- Why replacement makes stages independent
- Why without replacement makes stage 2 depend on stage 1
- When each situation applies in real life
Can Do
- Draw two-stage tree diagrams with correct fractions on each branch
- Calculate P(specific combined outcome) from a tree
- Distinguish with vs without replacement and adjust calculations accordingly
Wrong: Drawing 2 from 5 WITHOUT replacement, but keeping P(2nd draw) = 3/5. The denominator stays 5 — wrong!
Right: Without replacement: after the first draw, only 4 remain. Denominator for 2nd draw = 4. The numerator also changes based on what was drawn first.
Wrong: Only drawing the first stage of the tree, then trying to calculate probabilities for two-stage outcomes.
Right: Always draw the COMPLETE tree with both stages, then multiply probabilities along branches to find each outcome's probability.
With replacement: the first item is returned, so every draw comes from the same pool. Both stages have identical probabilities. Outcomes are independent. Multiply probabilities along tree branches to find each combined outcome's probability.
Bag: 3 red (R), 2 blue (B) = 5 total. Draw 2 WITH replacement. P(R then B): Stage 1 P(R) = 3/5. Return the red marble. Stage 2 still from 5: P(B) = 2/5. P(R then B) = 3/5 × 2/5 = 6/25. Both stages have the SAME probabilities.
Without replacement: the first item is kept out, so stage 2 draws from a smaller pool. Denominator decreases. The numerator also changes depending on what was drawn first. These are dependent events.
Bag: 3 red (R), 2 blue (B) = 5 total. Draw 2 WITHOUT replacement. Stage 1: P(R) = 3/5. After drawing R: 2R, 2B left = 4 total. P(B at stage 2 | R first) = 2/4 = 1/2. P(R then B) = 3/5 × 2/4 = 6/20 = 3/10. Different from with-replacement answer of 6/25!
To find the probability of a specific path through a tree diagram, multiply the branch probabilities along the path. For events that can happen in multiple ways (like "one of each colour"), add the relevant paths.
Bag: 3R, 2B = 5. Without replacement. P(exactly one of each colour) = P(R then B) + P(B then R). = (3/5 × 2/4) + (2/5 × 3/4) = 6/20 + 6/20 = 12/20 = 3/5. Key: add paths that give the same final outcome.
Watch Me Solve It · 3 examples
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1Set up Stage 1 probabilitiesP(R) = 3/5 P(B) = 2/5 Total = 5With replacement: the marble is returned before stage 2.
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2Set up Stage 2 probabilities (after R returned)Pool is back to 5: P(B | R first) = 2/5 Same as before
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3Multiply along the R → B pathP(R then B) = 3/5 × 2/5 = 6/25 = 0.24Independent stages: multiply the branch probabilities.
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1Stage 1 probabilitiesP(R) = 3/5 P(B) = 2/5Still drawing from 5 at stage 1.
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2Stage 2 after drawing R (NOT returned)Remaining: 2R + 2B = 4 total. P(B | R first) = 2/4One red was removed, so only 2 reds left. Pool size drops to 4.
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3Multiply along the R → B pathP(R then B) = 3/5 × 2/4 = 6/20 = 3/10 = 0.30Compare: WITH replacement gave 6/25 = 0.24. Without gives 0.30 — higher because removing a red makes blue more likely next!
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1Set up the grid (rows = 1st draw, cols = 2nd draw)Rows: R1, R2, B1, B2 Columns: R1, R2, B1, B2. But can't draw same marble twice.Without replacement: can't draw R1 then R1 — it's already out.
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2Count valid outcomes12 valid outcomes: {R1R2, R1B1, R1B2, R2R1, R2B1, R2B2, B1R1, B1R2, B1B2, B2R1, B2R2, B2B1}
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3Find P(both same colour)Both red: {R1R2, R2R1} = 2. Both blue: {B1B2, B2B1} = 2. Total favourable = 4.P(both same colour) = 4/12 = 1/3 ≈ 0.333.
With Replacement
- Item returned before 2nd draw
- Denominator stays the SAME
- Stages are independent
- P(A then B) = P(A) × P(B)
Without Replacement
- Item NOT returned
- Denominator decreases by 1
- Stages are dependent
- Numerator also changes based on stage 1
Tree Diagram Rules
- Draw complete tree (both stages)
- Label fractions on every branch
- Multiply along a path
- Add across paths for same outcome
Key Check
- All outcome probabilities sum to 1
- With ≠ Without (usually)
- Real examples: dealing cards = without; rolling dice = with (each roll independent)
How are you completing this lesson?
Brain Trainer · 4 problems
Four drill problems. Work each, then reveal the answer.
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1 Bag: 4 red, 1 blue. Draw 2 WITH replacement. Find P(both red).
P(R) = 4/5 each draw. P(RR) = 4/5 × 4/5 = 16/25.P(both red) = 16/25 = 0.64 -
2 Same bag. Draw 2 WITHOUT replacement. Find P(both red).
P(R first) = 4/5. After removing 1 red: 3R + 1B left (4 total). P(R second) = 3/4. P(RR) = 4/5 × 3/4 = 12/20 = 3/5.P(both red) = 3/5 = 0.60 -
3 Are the two answers from Q1 and Q2 the same? Why not?
No. 16/25 ≠ 3/5. Without replacement, drawing a red marble first makes it slightly harder to draw another red (fewer reds remain). With replacement, the pool always resets, giving a higher probability.16/25 = 0.64 vs 3/5 = 0.60 — different! -
4 Give a real-life example where you must use WITHOUT replacement.
Any situation where items are NOT put back: dealing playing cards from a deck, selecting students from a class for a committee, picking raffle tickets from a barrel.Cards, raffle tickets, team selection — anything without return
Quick Check · 5 questions
Show Your Working · 3 questions
Q6. A bag has 4 green and 2 yellow marbles. Two marbles are drawn WITHOUT replacement. Draw a tree diagram and find P(one of each colour).
Q7. A coin is flipped twice. Explain why this is WITH replacement even though there's no bag. What makes coin flipping "with replacement"?
Q8. Bag: 3 red, 2 blue. Draw 2 WITH replacement. (a) Complete the tree diagram with probabilities on every branch. (b) Find P(at least one blue). (c) Is P(blue then red) the same as P(red then blue)? Explain.
Quick Check
1. A — With replacement: marble returned, pool stays at 5.
2. C — P(RR) = 3/5 × 2/4 = 6/20 = 3/10.
3. B — Cards are not returned to the deck. Without replacement.
4. D — Multiply branch probabilities along the path.
5. C — P(R first) = 2/4. After drawing: 1R+2B remain. P(R second) = 1/3. P(RR) = 2/4 × 1/3 = 2/12 = 1/6.
Show Your Working Model Answers
Q6 (3 marks): Total = 6. P(G first) = 4/6 = 2/3. After G: 3G+2Y left (5). P(Y second | G first) = 2/5 [1]. P(GY) = 2/3 × 2/5 = 4/15 [1]. P(YG) = 2/6 × 4/5 = 1/3 × 4/5 = 4/15. P(one of each) = 4/15 + 4/15 = 8/15 [1].
Q7 (2 marks): Each coin flip is a fresh, independent event — the coin doesn't "remember" the previous result [1]. The outcomes (H or T) have the same probabilities on every flip, just as with replacement gives the same pool size [1].
Q8 (4 marks): (a) 4 branches: RR (9/25), RB (6/25), BR (6/25), BB (4/25) [1]. (b) P(at least one blue) = 1 − P(no blue) = 1 − 9/25 = 16/25 [1]. (c) P(BR) = 2/5 × 3/5 = 6/25. P(RB) = 3/5 × 2/5 = 6/25. They ARE the same [1]. This is because with replacement, stages are independent and multiplication is commutative [1].
The Raffle Problem
A raffle barrel contains 5 winning tickets and 15 losing tickets (20 total). Two tickets are drawn WITHOUT replacement. (a) Find P(both winning). (b) Find P(first wins, second loses). (c) Find P(at least one win). (d) Would your answers change if tickets were drawn WITH replacement? Show the comparison.
Reveal solution
Without replacement: (a) P(WW) = 5/20 × 4/19 = 20/380 = 1/19. (b) P(WL) = 5/20 × 15/19 = 75/380 = 15/76. (c) P(at least one win) = 1 − P(LL) = 1 − (15/20 × 14/19) = 1 − 210/380 = 170/380 = 17/38. With replacement: (a) 5/20 × 5/20 = 25/400 = 1/16. (b) 5/20 × 15/20 = 75/400 = 3/16. These are different because replacement resets the pool.
With replacement
Denominator stays the same. Independent stages.
Without replacement
Denominator decreases. Dependent stages.
Multiply along paths
P(A then B) = P(A) × P(B given A)
Add across paths
Add when event can happen multiple ways
Check sum = 1
All outcome probabilities must total 1
Real life
Cards, raffles = without. Dice, coins = with.
Interactive: Replacement Comparison
See the difference between with and without replacement side by side. Adjust the bag contents and watch how the tree diagrams and probabilities change.
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