Sets: the two-circle identity
For any finite sets, — adding the circles double-counts the overlap, so subtract it once. With "each of 25 students takes history or math (or both), 20 take history, 18 take math": gives in both.
- Disjoint sets: overlap , so sizes simply add.
- "Neither" lives outside both circles: total — forgetting it is the classic miss.
- Three circles exist on the GMAT but are rare; a two-way table is usually faster anyway.
Counting: multiply choices, then correct for order
Multiplication principle: independent choices multiply. 5 entrées × 3 desserts = 15 meals; 8 coin flips = outcomes.
From it, everything else follows:
- Factorials count orderings: distinct objects line up in ways. (.)
- Permutations (order matters): filling slots from options = .
- Combinations (order doesn't): — divide out the orderings of each chosen group. , and the symmetry saves arithmetic: choosing 2 to include is choosing 3 to leave out.
"Order matters?" is the only diagnostic you need. Committees, handshakes, pairings → combinations. Rankings, seatings, codes → permutations/slots. When unsure, ask: does swapping two selections create a new outcome?
Probability: count two things
For equally likely outcomes, — so probability is counting, twice. Always .
The combination rules: — the complement is often 90% of the work saved ("at least one" → ). — the set identity in probability clothes. Independent events: . Three independent solvers succeed/fail per their own rates: P(X and Y succeed, Z fails) .
"Or" double-counts unless you subtract the overlap; "and" multiplies only under independence. Rolling one die, P(odd or prime) — the naive sum gives 1, absurd. And successive draws from one deck are not independent.
For multi-stage probabilities, multiply along the branch: P(first ace, then king) . Writing the branch out beats formula-hunting every time.
Checklist
- Union problems → two-set identity; park "neither" outside
- Decide order-matters before picking a formula
- Repeats → divide by ; adjacency bans → complement + glue
- "At least one" → complement
- Without replacement → re-count after each draw
Sample Questions
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