Among Triers, or Among Everyone?
Compare two claims:
- "75% of people who tried the app kept using it"
- "75% of everyone uses the app"
Not the same. The phrase "who tried it" restricts to a subgroup first.
Reword as "Chance of A Among B"
Every conditional claim fits one frame:
the chance of A among the group of B
- App claim: chance of kept using among those who tried
- Naming the subgroup
reveals the conditioning
The "given" group is whatever follows "among," "who," or "if you are."
Phrases That Signal a Condition
These phrases flag a conditional statement:
Each restricts to a subgroup first. Hear one, then ask: which subgroup, and what chance?
The Subgroup Changes the Meaning
A conditional claim is narrower than an unconditional one:
- "75% of triers kept using it" — only about triers
- "75% of everyone uses it" — about the whole population
Same number, very different claims. The subgroup is everything.
Quick Check: Name the Given Group
Claim: "Among students who studied, 90% passed."
Name the given group and reword it as "chance of A among B."
Answer: given group = students who studied; chance of passing among those who studied.
Spotting the Group, Then Reversing It
You can now spot the "given" group. Now reverse it:
- "Chance of cancer if you smoke"
- "Chance of smoking if you have cancer"
These sound alike — but they ask different questions. Why?
Two Questions, Two Reference Groups
"Cancer given smoker" looks among smokers; "smoker given cancer" looks among cancer patients.
The Two Answers Can Differ Sharply
The two directions can land far apart:
— often high — much lower
Different questions, different answers — even though they sound alike.
Base Rates Explain the Gap
Most people don't smoke; cancer is rare. Different-sized groups → the directions diverge.
The General Rule: Direction Matters
- Swapping the condition swaps the reference group
- "Most NBA players are tall" ✓ — "most tall people play in the NBA" ✗
Reversing a claim can flip it from true to absurd.
Your Turn: Reverse and Explain
Claim: "Most firefighters are brave."
- Write the reversed-condition version
- Explain why the two differ, and which is likely larger
Work both parts yourself. Think about the two reference groups.
Watch Out: Two Reasoning Errors
"A given B" = "B given A"? No — swapping reverses the question.
Base-rate neglect: when the condition is rare, the directions differ a lot.
Ask: which direction, and how common is the condition?
Key Takeaways and What's Next
✓ Signal phrases mark a chance within a subgroup
✓ Reword every claim as "chance of A among B"
✓
Reversing a claim can flip its meaning; watch base rates
Next: independence in words, and critiquing claims.
Click to begin the narrated lesson
Explain conditional probability in everyday language