Goals for This Two-Lesson Pair
By the end of this pair, you should be able to:
- Compute
- Explain conditioning as restricting the sample space
- Interpret independence as
- Test independence using the conditional criterion
- Apply conditional probability to real-world scenarios
Recall: Sample Space and Probability
- Sample space: the set of all possible outcomes
- Probability of a simple event:
- The total in that fraction is the size of the sample space
We're about to watch that total shrink as we condition.
Not Green — Does That Change Red?
A bag has 10 marbles: 4 red, 3 blue, 3 green. You draw one.
- Plain chance of red:
- Now you learn the marble is not green
Does that change the chance it's red? You just gained information.
Recount the Smaller Marble Pool
If it's not green, only 7 marbles remain (4 red, 3 blue).
The sample space shrank from 10 to 7 — conditioning recounts in the smaller world.
Conditioning Restricts the Sample Space
Conditioning on
Zoom into
The Conditional Probability Formula Defined
- Numerator: the overlap,
- Denominator: all of
, the new sample space
"What fraction of
Read It from a Two-Way Table
30 students; restrict to band (8 students), of whom 4 play sports.
Counting within the band row and the formula agree.
Quick Check: Use the Formula
Given
Find
Same Formula, Many Data Sources
The formula doesn't care where the numbers come from:
- From a table: counts within a row or column
- From a statement: given probabilities
- From a Venn: region probabilities
One move every time: find
Coffee and Tea: Read the Table
200 people; restrict to coffee drinkers (120), 40 of whom drink tea.
Among coffee drinkers, one in three also drinks tea.
Direction Matters: Order Is Not Symmetric
Same joint cell, different totals — order changes the answer.
Conditional Probability from Given Statements
Given
Both exceed the plain probabilities — rain and traffic are dependent.
Conditional from a Venn Diagram
Different denominators, different answers — one formula.
Your Turn: Both Directions from a Venn
Regions: A only
- Find
and - Compute
and
Work all four yourself. The given event sets each denominator.
Watch Out: Two Formula Traps
Whatever follows the bar is the given event — and the denominator.
Key Takeaways and What's Next
✓
✓ Read it from tables, statements, or Venns alike
✓
The bar has a direction — given event is the denominator
Next: independence and medical testing.