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UPCAT Math Review · Probability

Probability: “And” versus “Or”

And multiplies. Or adds — then subtracts the overlap.

One card is drawn from a standard 52-card deck

P(king or heart) = ?

“Or” means add — but count nothing twice.

kings

4

+

hearts

13

−

both

1

The king of hearts is in both lists, so it was counted twice.

4 + 13 − 1 = 16

Forgetting the overlap

4 + 13 = 17 counts the king of hearts as two different cards. There are only 16 cards that are a king or a heart.

With numbers, the overlap is the multiples of both, which are the multiples of the LCM. From 1 to 40, multiples of 4 or of 10: 10 + 4 − 2 = 12, since only 20 and 40 are multiples of both (multiples of 20, not of 4 × 10 = 40). So P = 1240 = 310.

Turn the count into a probability.

P = 1652 = 413 ≈ 0.31

P(king or heart) = 413

The rule

P(A or B) = P(A) + P(B) − P(A and B)

When the overlap is empty.

Two events that cannot both happen are mutually exclusive.

king or heart

can overlap

subtract 1

king or queen

cannot overlap

subtract nothing

P(king or queen) = 452 + 452 = 213

No card is both a king and a queen, so the overlap is zero and the formula simplifies.

“And” means multiply.

Two kings in a row, drawn without replacement.

first card: 452

4 kings in the deck

second card: 351

one king and one card gone

452 × 351 = 122652

multiply straight across

= 1221

about 0.45%

Both numbers change

Without replacement, the top and the bottom shrink. Using 452 twice would be the answer only if the first card went back in.

The two words, side by side.

Word Do Watch for
oraddsubtract the overlap
andmultiplydid the deck shrink?
at least one1 − P(none)far quicker backwards

“Or” answers get bigger. “And” answers get smaller.

That is a free sanity check: if your “and” answer came out larger than either piece, something has gone wrong.

Drawing several at once: count with combinations.

all pairs: 9C2 = 36

equally likely

both red: 5C2 = 10

both blue: 4C2 = 6

P(same colour) = 10 + 636 = 1636 = 49

red OR blue: the cases add

Only one colour

1036 is both red. “Same colour” means red-red or blue-blue, and the two cases cannot happen together, so they simply add.

Variations: probabilities instead of counts, “exactly one”, three draws.

Given as probabilities. P(A) = 0.6, P(B) = 0.5 and P(A and B) = 0.3. Find P(A or B), P(neither) and P(exactly one).

P(A or B) = 0.6 + 0.5 − 0.3 = 0.8

the same rule, no deck needed

P(neither) = 1 − 0.8 = 0.2

everything outside “or”

P(exactly one) = 0.8 − 0.3 = 0.5

“or” minus “both”

What is different: no outcomes to count. Picture the two-circle Venn diagram with 0.3 in the middle, 0.3 in A only, 0.2 in B only and 0.2 outside; they add to 1.

“Exactly one” is not “or”

0.8 includes the 0.3 who are in both. “Exactly one” removes them: P(A) + P(B) − 2P(A and B).

Three draws. Three cards are drawn without replacement. What is the probability that all three are face cards (jack, queen or king)?

1252 × 1151 × 1050

12 face cards; top and bottom both shrink each draw

= 1320132 600

multiply across

= 111105

divide top and bottom by 120

What is different: one more factor, the same habit. Cancel before multiplying: 1252 = 313, 1050 = 15, and 313 × 1151 × 15 = 333315 = 111105.

“Different” happens in two orders.

black then white: 45 × 15 = 425

one order

white then black: 15 × 45 = 425

the other order

P = 425 + 425 = 825

the orders cannot both happen: add

Check: same colour is (45)² + (15)² = 1725, and 1725 + 825 = 1 ✓.

Counting one order

425 is black-then-white only. Whenever the question does not fix which comes first, list both orders.

On the exam

Expect “or” with an overlap (hearts or face cards, multiples of 3 or of 5), “and” across two draws, or a selection made all at once that calls for combinations. Before adding, ask whether the two events can happen together; before multiplying, ask whether the first draw is put back. Ten-second check: P(event) + P(not event) = 1.

Check: count the actual cards.

hearts 13 cards including the king
other kings 3 cards spades, clubs, diamonds
total 13 + 3 = 16 matches ✓
sensible? 1221 is tiny two kings should be rare ✓

Remember the flow

Or · add · minus overlap  |  And · multiply

Ask whether the first item goes back.
Now you try

Practice problem

Two fair dice are rolled

Find P(doubles or a sum of 8).