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Roll a die: win $12 on a 6, lose $2 otherwise, expected value

Step by step, with the reason for every step · Expected value · Probability

Step by step

The question

Question: You roll a die.

You win $12 if you roll a 6.

Otherwise you lose $2.

What is the expected value?

1 Make a table

One row for each outcome: its value and its probability.

Win 12, with a chance of 1/6.

Lose: a loss is a negative value, minus 2.

The chance is 5/6.

The chances add up to 1: 1/6 and 5/6 make 6/6.

2 Multiply each row

Win: 12 times 1/6 is 12/6.

12 × 16 = 126

The expected value: each value times its probability, all added up.

It is what we win or lose per game, on average, if we play many times.

E = expected value:
each value × its probability,
all added

Lose: minus 2 times 5/6 is minus 10/6.

(−2) × 56 = −106

3 Add them

Same bottoms: we add the tops.

A loss takes away.

E = 12 − 106

Careful!

The chances are not equal.

Each value counts as much as its probability.

Careful: not 12 + (−2)2 = 5 ✗

12 minus 10 is 2.

E = 26

Both 2 and 6 can be divided by 2.

That makes it simpler.

E = 2 ÷ 26 ÷ 2

So it is 1/3.

E = 13

1 divided by 3 is 0.333, and more digits.

1 ÷ 3 = 0.33333…

To the nearest cent, the expected value is 33 cents.

E ≈ $0.33

Positive: in the long run, you win about 33 cents a game.

you win $0.33 a game on average

4 Check

Let's check.

Imagine 6 games.

The chances say: 1 win, 5 lose.

in 6 games: 1 win, 5 lose

Together: we are up $2.

1 × $12 − 5 × $2 = $2

Shared over 6 games, that is about 33 cents a game.

The same.

So the answer is right!

$2 ÷ 6 ≈ $0.33 a game

Let's look back.

First: make a table.

Then: multiply each row.

Then: add them.

Last: check.

Answer
E ≈ $0.33

Your turn

Try this one yourself, then check:

Show the answer
E = $0

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