Conditional probability worksheet¦KS4 maths¦Teachit - Free Printable
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Step-by-step solution for: Conditional probability worksheet¦KS4 maths¦Teachit
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Show Answer Key & Explanations
Step-by-step solution for: Conditional probability worksheet¦KS4 maths¦Teachit
Let’s solve this step by step.
We are asked:
What is the probability that Mary will be wearing yellow today, given that she is not wearing her favourite earrings?
This is a conditional probability:
P(yellow | not earrings)
We’ll use Bayes’ Theorem or the definition of conditional probability:
> P(A | B) = P(A and B) / P(B)
So here:
- A = wearing yellow
- B = not wearing earrings
So we need to find:
→ P(yellow and not earrings)
→ P(not earrings)
Then divide them.
---
Let’s define:
- S = sunny → P(S) = 0.45
- Not S = not sunny → P(Not S) = 1 - 0.45 = 0.55
- Y = wears yellow
- P(Y | S) = 0.7
- P(Y | Not S) = 0.2
- E = wears favourite earrings
- P(E | Y) = 0.25 → so P(not E | Y) = 0.75
- P(E | not Y) = 0.10 → so P(not E | not Y) = 0.90
We want:
P(Y | not E)
By formula:
P(Y | not E) = P(Y and not E) / P(not E)
---
To get “Y and not E”, we consider both weather cases (sunny and not sunny), because whether it’s sunny affects whether she wears yellow.
So:
P(Y and not E) =
P(Y and not E | S) * P(S) + P(Y and not E | Not S) * P(Not S)
But note:
P(Y and not E | S) = P(not E | Y, S) * P(Y | S)
But since earrings depend only on whether she wears yellow (not directly on weather), we can say:
P(not E | Y) = 0.75 regardless of weather.
So:
P(Y and not E | S) = P(not E | Y) * P(Y | S) = 0.75 * 0.7 = 0.525
Then multiply by P(S): 0.525 * 0.45 = 0.23625
Similarly:
P(Y and not E | Not S) = P(not E | Y) * P(Y | Not S) = 0.75 * 0.2 = 0.15
Then multiply by P(Not S): 0.15 * 0.55 = 0.0825
So total P(Y and not E) = 0.23625 + 0.0825 = 0.31875
Wait — but in the worksheet, one box says:
P(A ∩ B) = P(yellow ∩ not earrings) = 0.23625 + _______
That suggests they’re breaking it into parts. Let’s check their structure.
Actually, looking at the tree diagram hint, they might be computing all four paths for “not earrings”.
Let’s compute P(not E) fully first.
---
She doesn’t wear earrings in two main cases:
1. She wears yellow AND doesn’t wear earrings
2. She does NOT wear yellow AND doesn’t wear earrings
And each of those depends on weather.
So let’s compute all four combinations that lead to “not earrings”:
#### Case 1: Sunny, Yellow, Not Earrings
P(S) * P(Y|S) * P(not E|Y) = 0.45 * 0.7 * 0.75 =
0.45 * 0.525 = 0.23625
#### Case 2: Sunny, Not Yellow, Not Earrings
P(S) * P(not Y|S) * P(not E|not Y)
P(not Y|S) = 1 - 0.7 = 0.3
P(not E|not Y) = 0.90
So: 0.45 * 0.3 * 0.9 = 0.45 * 0.27 = 0.1215
#### Case 3: Not Sunny, Yellow, Not Earrings
P(Not S) * P(Y|Not S) * P(not E|Y) = 0.55 * 0.2 * 0.75 =
0.55 * 0.15 = 0.0825
#### Case 4: Not Sunny, Not Yellow, Not Earrings
P(Not S) * P(not Y|Not S) * P(not E|not Y)
P(not Y|Not S) = 1 - 0.2 = 0.8
P(not E|not Y) = 0.90
So: 0.55 * 0.8 * 0.9 = 0.55 * 0.72 = 0.396
Now, total P(not E) = sum of all four cases where she doesn’t wear earrings:
= 0.23625 + 0.1215 + 0.0825 + 0.396
Let’s add step by step:
0.23625 + 0.1215 = 0.35775
0.35775 + 0.0825 = 0.44025
0.44025 + 0.396 = 0.83625
So P(not E) = 0.83625
Earlier, P(Y and not E) = Case 1 + Case 3 = 0.23625 + 0.0825 = 0.31875
---
P(Y | not E) = P(Y and not E) / P(not E) = 0.31875 / 0.83625
Let’s calculate that.
First, write as fraction to avoid rounding error:
0.31875 ÷ 0.83625
Multiply numerator and denominator by 100000 to eliminate decimals:
31875 / 83625
Simplify:
Divide numerator and denominator by 75:
31875 ÷ 75 = 425
83625 ÷ 75 = 1115
Wait, better to divide by 25 first:
31875 ÷ 25 = 1275
83625 ÷ 25 = 3345
Again by 15:
1275 ÷ 15 = 85
3345 ÷ 15 = 223
So 85/223 ≈ ?
Let me do decimal division:
0.31875 ÷ 0.83625
Use calculator-style:
0.31875 / 0.83625 = ?
Compute:
≈ 0.3811...
Wait, let me do exact:
0.31875 / 0.83625 = ?
Note: 0.31875 = 31875/100000 = 51/160? Wait, better to use fractions from start.
Original values:
P(Y and not E) = 0.23625 + 0.0825 = 0.31875
= 31875/100000 = simplify:
Divide numerator and denominator by 125:
31875 ÷ 125 = 255
100000 ÷ 125 = 800
→ 255/800 = 51/160
P(not E) = 0.83625 = 83625/100000
Divide by 125: 669/800
Wait:
83625 ÷ 125 = 669? 125*669 = 125*(600+69)=75000+8625=83625 → yes.
So P(not E) = 669/800
P(Y and not E) = 51/160 = 255/800
So P(Y | not E) = (255/800) / (669/800) = 255/669
Simplify 255/669:
Divide numerator and denominator by 3:
255 ÷ 3 = 85
669 ÷ 3 = 223
So 85/223
Now compute decimal: 85 ÷ 223
223 × 0.38 = 223×0.3=66.9, 223×0.08=17.84 → total 84.74
85 - 84.74 = 0.26 → so ≈ 0.38116...
So approximately 0.381
But let’s check if the worksheet expects an exact fraction or decimal.
Looking back at the worksheet boxes:
One box says:
P(B) = P(not earrings) = 0.23625 + ___ + ___ + ___ = ___
Which matches our four cases: 0.23625 (sunny,yellow,notE) + 0.1215 (sunny,notY,notE) + 0.0825 (notS,yellow,notE) + 0.396 (notS,notY,notE) = 0.83625
Another box:
P(A ∩ B) = P(yellow ∩ not earrings) = 0.23625 + 0.0825 = 0.31875
Then final box:
P(yellow | not earrings) = 0.31875 / 0.83625 = ?
Let me compute numerically:
0.31875 ÷ 0.83625 = ?
Do the division:
0.83625 × 0.381 = ?
0.83625 × 0.3 = 0.250875
0.83625 × 0.08 = 0.0669
0.83625 × 0.001 = 0.00083625
So 0.3 + 0.08 + 0.001 = 0.381 → sum: 0.250875 + 0.0669 = 0.317775 + 0.00083625 ≈ 0.31861125 — very close to 0.31875
Difference: 0.31875 - 0.31861125 = 0.00013875
So try 0.3812:
0.83625 × 0.0002 = 0.00016725 → too big
Better: 0.31875 / 0.83625 = 31875 / 83625 = as before 85/223
85 ÷ 223 = ?
223 goes into 85 zero times.
850 ÷ 223 ≈ 3 (223×3=669) → remainder 181
1810 ÷ 223 ≈ 8 (223×8=1784) → rem 26
260 ÷ 223 ≈ 1 → rem 37
370 ÷ 223 ≈ 1 → rem 147
etc.
So 0.38116... → rounds to 0.381
But perhaps keep as fraction? The worksheet has blanks for numbers, likely decimal.
In the box: P(yellow | not earrings) = _____ / _____ = _____
So probably: 0.31875 / 0.83625 = ?
Let me compute exactly:
0.31875 ÷ 0.83625 = 31875 ÷ 83625
Divide numerator and denominator by 375:
31875 ÷ 375 = 85
83625 ÷ 375 = 223
Same as before.
So 85/223 is exact.
But for school level, maybe decimal is fine.
Check with calculator: 85 ÷ 223 = 0.381165919...
So to 3 decimal places: 0.381
But let’s confirm if we did everything right.
Alternative approach: Use the values given in the worksheet hints.
In the worksheet, one box says:
P(B) = P(not earrings) = 0.23625 + ___ + ___ + ___
We have:
0.23625 (from sunny, yellow, not earrings)
+ 0.1215 (sunny, not yellow, not earrings)
+ 0.0825 (not sunny, yellow, not earrings)
+ 0.396 (not sunny, not yellow, not earrings)
= 0.83625
Another box:
P(A ∩ B) = P(yellow ∩ not earrings) = 0.23625 + 0.0825 = 0.31875
Then P(yellow | not earrings) = 0.31875 / 0.83625
Now, let's compute this division precisely:
0.31875 ÷ 0.83625
Multiply numerator and denominator by 100000:
31875 / 83625
Reduce by dividing numerator and denominator by 75:
31875 ÷ 75 = 425
83625 ÷ 75 = 1115
Again by 5:
425 ÷ 5 = 85
1115 ÷ 5 = 223
So 85/223
As decimal: 85 ÷ 223
Let me do long division:
223 ) 85.000000
223 > 85, so 0.
850 ÷ 223 = 3 (since 223*3=669) → subtract: 850-669=181
Bring down 0 → 1810
1810 ÷ 223 = 8 (223*8=1784) → 1810-1784=26
Bring down 0 → 260
260 ÷ 223 = 1 → 260-223=37
Bring down 0 → 370
370 ÷ 223 = 1 → 370-223=147
Bring down 0 → 1470
1470 ÷ 223 = 6 (223*6=1338) → 1470-1338=132
So far: 0.38116...
So approximately 0.381
For most purposes, 0.381 is sufficient.
But let’s see what the worksheet might expect. In the box, it says:
P(yellow | not earrings) = _____ / _____ = _____
So likely: 0.31875 / 0.83625 = 0.381
Or perhaps they want the fraction.
But since other numbers are decimals, probably decimal.
I think 0.381 is acceptable.
But let me double-check the addition for P(not E):
Case 1: 0.45 * 0.7 * 0.75 = 0.45 * 0.525 = let's compute: 0.45 * 0.5 = 0.225, 0.45 * 0.025 = 0.01125, total 0.23625 ✓
Case 2: 0.45 * 0.3 * 0.9 = 0.45 * 0.27 = 0.1215 ✓
Case 3: 0.55 * 0.2 * 0.75 = 0.55 * 0.15 = 0.0825 ✓
Case 4: 0.55 * 0.8 * 0.9 = 0.55 * 0.72 = 0.396 ✓
Sum: 0.23625 + 0.1215 = 0.35775; +0.0825=0.44025; +0.396=0.83625 ✓
P(Y and not E) = case1 + case3 = 0.23625 + 0.0825 = 0.31875 ✓
Division: 0.31875 / 0.83625 = ?
Let me compute using fractions:
0.31875 = 31875/100000 = 51/160? Earlier we had 51/160 for 0.31875? 51÷160=0.31875 yes.
0.83625 = 83625/100000 = 669/800? 669÷800=0.83625 yes.
So (51/160) / (669/800) = (51/160) * (800/669) = (51 * 800) / (160 * 669)
Simplify: 800 / 160 = 5, so = (51 * 5) / 669 = 255 / 669
Then 255 ÷ 3 = 85, 669 ÷ 3 = 223 → 85/223
85/223 ≈ 0.381165919...
So to three decimal places, 0.381
I think that's the answer.
Final Answer:
0.381
We are asked:
What is the probability that Mary will be wearing yellow today, given that she is not wearing her favourite earrings?
This is a conditional probability:
P(yellow | not earrings)
We’ll use Bayes’ Theorem or the definition of conditional probability:
> P(A | B) = P(A and B) / P(B)
So here:
- A = wearing yellow
- B = not wearing earrings
So we need to find:
→ P(yellow and not earrings)
→ P(not earrings)
Then divide them.
---
Step 1: Define events and probabilities from the problem
Let’s define:
- S = sunny → P(S) = 0.45
- Not S = not sunny → P(Not S) = 1 - 0.45 = 0.55
- Y = wears yellow
- P(Y | S) = 0.7
- P(Y | Not S) = 0.2
- E = wears favourite earrings
- P(E | Y) = 0.25 → so P(not E | Y) = 0.75
- P(E | not Y) = 0.10 → so P(not E | not Y) = 0.90
We want:
P(Y | not E)
By formula:
P(Y | not E) = P(Y and not E) / P(not E)
---
Step 2: Find P(Y and not E)
To get “Y and not E”, we consider both weather cases (sunny and not sunny), because whether it’s sunny affects whether she wears yellow.
So:
P(Y and not E) =
P(Y and not E | S) * P(S) + P(Y and not E | Not S) * P(Not S)
But note:
P(Y and not E | S) = P(not E | Y, S) * P(Y | S)
But since earrings depend only on whether she wears yellow (not directly on weather), we can say:
P(not E | Y) = 0.75 regardless of weather.
So:
P(Y and not E | S) = P(not E | Y) * P(Y | S) = 0.75 * 0.7 = 0.525
Then multiply by P(S): 0.525 * 0.45 = 0.23625
Similarly:
P(Y and not E | Not S) = P(not E | Y) * P(Y | Not S) = 0.75 * 0.2 = 0.15
Then multiply by P(Not S): 0.15 * 0.55 = 0.0825
So total P(Y and not E) = 0.23625 + 0.0825 = 0.31875
Wait — but in the worksheet, one box says:
P(A ∩ B) = P(yellow ∩ not earrings) = 0.23625 + _______
That suggests they’re breaking it into parts. Let’s check their structure.
Actually, looking at the tree diagram hint, they might be computing all four paths for “not earrings”.
Let’s compute P(not E) fully first.
---
Step 3: Compute P(not E) — total probability of not wearing earrings
She doesn’t wear earrings in two main cases:
1. She wears yellow AND doesn’t wear earrings
2. She does NOT wear yellow AND doesn’t wear earrings
And each of those depends on weather.
So let’s compute all four combinations that lead to “not earrings”:
#### Case 1: Sunny, Yellow, Not Earrings
P(S) * P(Y|S) * P(not E|Y) = 0.45 * 0.7 * 0.75 =
0.45 * 0.525 = 0.23625
#### Case 2: Sunny, Not Yellow, Not Earrings
P(S) * P(not Y|S) * P(not E|not Y)
P(not Y|S) = 1 - 0.7 = 0.3
P(not E|not Y) = 0.90
So: 0.45 * 0.3 * 0.9 = 0.45 * 0.27 = 0.1215
#### Case 3: Not Sunny, Yellow, Not Earrings
P(Not S) * P(Y|Not S) * P(not E|Y) = 0.55 * 0.2 * 0.75 =
0.55 * 0.15 = 0.0825
#### Case 4: Not Sunny, Not Yellow, Not Earrings
P(Not S) * P(not Y|Not S) * P(not E|not Y)
P(not Y|Not S) = 1 - 0.2 = 0.8
P(not E|not Y) = 0.90
So: 0.55 * 0.8 * 0.9 = 0.55 * 0.72 = 0.396
Now, total P(not E) = sum of all four cases where she doesn’t wear earrings:
= 0.23625 + 0.1215 + 0.0825 + 0.396
Let’s add step by step:
0.23625 + 0.1215 = 0.35775
0.35775 + 0.0825 = 0.44025
0.44025 + 0.396 = 0.83625
So P(not E) = 0.83625
Earlier, P(Y and not E) = Case 1 + Case 3 = 0.23625 + 0.0825 = 0.31875
---
Step 4: Compute P(Y | not E)
P(Y | not E) = P(Y and not E) / P(not E) = 0.31875 / 0.83625
Let’s calculate that.
First, write as fraction to avoid rounding error:
0.31875 ÷ 0.83625
Multiply numerator and denominator by 100000 to eliminate decimals:
31875 / 83625
Simplify:
Divide numerator and denominator by 75:
31875 ÷ 75 = 425
83625 ÷ 75 = 1115
Wait, better to divide by 25 first:
31875 ÷ 25 = 1275
83625 ÷ 25 = 3345
Again by 15:
1275 ÷ 15 = 85
3345 ÷ 15 = 223
So 85/223 ≈ ?
Let me do decimal division:
0.31875 ÷ 0.83625
Use calculator-style:
0.31875 / 0.83625 = ?
Compute:
≈ 0.3811...
Wait, let me do exact:
0.31875 / 0.83625 = ?
Note: 0.31875 = 31875/100000 = 51/160? Wait, better to use fractions from start.
Original values:
P(Y and not E) = 0.23625 + 0.0825 = 0.31875
= 31875/100000 = simplify:
Divide numerator and denominator by 125:
31875 ÷ 125 = 255
100000 ÷ 125 = 800
→ 255/800 = 51/160
P(not E) = 0.83625 = 83625/100000
Divide by 125: 669/800
Wait:
83625 ÷ 125 = 669? 125*669 = 125*(600+69)=75000+8625=83625 → yes.
So P(not E) = 669/800
P(Y and not E) = 51/160 = 255/800
So P(Y | not E) = (255/800) / (669/800) = 255/669
Simplify 255/669:
Divide numerator and denominator by 3:
255 ÷ 3 = 85
669 ÷ 3 = 223
So 85/223
Now compute decimal: 85 ÷ 223
223 × 0.38 = 223×0.3=66.9, 223×0.08=17.84 → total 84.74
85 - 84.74 = 0.26 → so ≈ 0.38116...
So approximately 0.381
But let’s check if the worksheet expects an exact fraction or decimal.
Looking back at the worksheet boxes:
One box says:
P(B) = P(not earrings) = 0.23625 + ___ + ___ + ___ = ___
Which matches our four cases: 0.23625 (sunny,yellow,notE) + 0.1215 (sunny,notY,notE) + 0.0825 (notS,yellow,notE) + 0.396 (notS,notY,notE) = 0.83625
Another box:
P(A ∩ B) = P(yellow ∩ not earrings) = 0.23625 + 0.0825 = 0.31875
Then final box:
P(yellow | not earrings) = 0.31875 / 0.83625 = ?
Let me compute numerically:
0.31875 ÷ 0.83625 = ?
Do the division:
0.83625 × 0.381 = ?
0.83625 × 0.3 = 0.250875
0.83625 × 0.08 = 0.0669
0.83625 × 0.001 = 0.00083625
So 0.3 + 0.08 + 0.001 = 0.381 → sum: 0.250875 + 0.0669 = 0.317775 + 0.00083625 ≈ 0.31861125 — very close to 0.31875
Difference: 0.31875 - 0.31861125 = 0.00013875
So try 0.3812:
0.83625 × 0.0002 = 0.00016725 → too big
Better: 0.31875 / 0.83625 = 31875 / 83625 = as before 85/223
85 ÷ 223 = ?
223 goes into 85 zero times.
850 ÷ 223 ≈ 3 (223×3=669) → remainder 181
1810 ÷ 223 ≈ 8 (223×8=1784) → rem 26
260 ÷ 223 ≈ 1 → rem 37
370 ÷ 223 ≈ 1 → rem 147
etc.
So 0.38116... → rounds to 0.381
But perhaps keep as fraction? The worksheet has blanks for numbers, likely decimal.
In the box: P(yellow | not earrings) = _____ / _____ = _____
So probably: 0.31875 / 0.83625 = ?
Let me compute exactly:
0.31875 ÷ 0.83625 = 31875 ÷ 83625
Divide numerator and denominator by 375:
31875 ÷ 375 = 85
83625 ÷ 375 = 223
Same as before.
So 85/223 is exact.
But for school level, maybe decimal is fine.
Check with calculator: 85 ÷ 223 = 0.381165919...
So to 3 decimal places: 0.381
But let’s confirm if we did everything right.
Alternative approach: Use the values given in the worksheet hints.
In the worksheet, one box says:
P(B) = P(not earrings) = 0.23625 + ___ + ___ + ___
We have:
0.23625 (from sunny, yellow, not earrings)
+ 0.1215 (sunny, not yellow, not earrings)
+ 0.0825 (not sunny, yellow, not earrings)
+ 0.396 (not sunny, not yellow, not earrings)
= 0.83625
Another box:
P(A ∩ B) = P(yellow ∩ not earrings) = 0.23625 + 0.0825 = 0.31875
Then P(yellow | not earrings) = 0.31875 / 0.83625
Now, let's compute this division precisely:
0.31875 ÷ 0.83625
Multiply numerator and denominator by 100000:
31875 / 83625
Reduce by dividing numerator and denominator by 75:
31875 ÷ 75 = 425
83625 ÷ 75 = 1115
Again by 5:
425 ÷ 5 = 85
1115 ÷ 5 = 223
So 85/223
As decimal: 85 ÷ 223
Let me do long division:
223 ) 85.000000
223 > 85, so 0.
850 ÷ 223 = 3 (since 223*3=669) → subtract: 850-669=181
Bring down 0 → 1810
1810 ÷ 223 = 8 (223*8=1784) → 1810-1784=26
Bring down 0 → 260
260 ÷ 223 = 1 → 260-223=37
Bring down 0 → 370
370 ÷ 223 = 1 → 370-223=147
Bring down 0 → 1470
1470 ÷ 223 = 6 (223*6=1338) → 1470-1338=132
So far: 0.38116...
So approximately 0.381
For most purposes, 0.381 is sufficient.
But let’s see what the worksheet might expect. In the box, it says:
P(yellow | not earrings) = _____ / _____ = _____
So likely: 0.31875 / 0.83625 = 0.381
Or perhaps they want the fraction.
But since other numbers are decimals, probably decimal.
I think 0.381 is acceptable.
But let me double-check the addition for P(not E):
Case 1: 0.45 * 0.7 * 0.75 = 0.45 * 0.525 = let's compute: 0.45 * 0.5 = 0.225, 0.45 * 0.025 = 0.01125, total 0.23625 ✓
Case 2: 0.45 * 0.3 * 0.9 = 0.45 * 0.27 = 0.1215 ✓
Case 3: 0.55 * 0.2 * 0.75 = 0.55 * 0.15 = 0.0825 ✓
Case 4: 0.55 * 0.8 * 0.9 = 0.55 * 0.72 = 0.396 ✓
Sum: 0.23625 + 0.1215 = 0.35775; +0.0825=0.44025; +0.396=0.83625 ✓
P(Y and not E) = case1 + case3 = 0.23625 + 0.0825 = 0.31875 ✓
Division: 0.31875 / 0.83625 = ?
Let me compute using fractions:
0.31875 = 31875/100000 = 51/160? Earlier we had 51/160 for 0.31875? 51÷160=0.31875 yes.
0.83625 = 83625/100000 = 669/800? 669÷800=0.83625 yes.
So (51/160) / (669/800) = (51/160) * (800/669) = (51 * 800) / (160 * 669)
Simplify: 800 / 160 = 5, so = (51 * 5) / 669 = 255 / 669
Then 255 ÷ 3 = 85, 669 ÷ 3 = 223 → 85/223
85/223 ≈ 0.381165919...
So to three decimal places, 0.381
I think that's the answer.
Final Answer:
0.381
Parent Tip: Review the logic above to help your child master the concept of conditional probability worksheet.