Steply

A game: win $8 with probability 1/4, win $4 with probability 1/4…

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

Step by step

The question

Question: In a game, you win $8 $8 with a 1 in 4 chance, win $4 with a 1 in 4 chance.

Otherwise you lose $4.

What is the expected value of the game?

1 Make a table

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

Win $8 8, with a chance of 1/4.

Win 4, with a chance of 1/4.

Lose: a loss is a negative value, minus 4.

The chance is 1/2.

2 Multiply each row

Win $8: 8 times 1/4 is 8/4.

8 × 14 = 84

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

Win: 4 times 1/4 is 4/4.

4 × 14 = 44

Lose: minus 4 times 1/2 is minus 4/2.

We make the bottom 4: times 2, top and bottom.

(−4) × 12 = −42 = −84

3 Add them

Same bottoms: we add the tops.

A loss takes away.

E = 8 + 4 − 84

Careful!

The chances are not equal.

Each value counts as much as its probability.

Careful: not 8 + 4 + (−4)3 = 2.67 ✗

8 plus 4 minus 8 is 4.

E = 44

Both 4 and 4 can be divided by 4.

That makes it simpler.

E = 4 ÷ 44 ÷ 4

So the expected value is $1.

E = $1

Positive: in the long run, you win $1 a game.

you win $1 a game on average

4 Check

Let's check.

Imagine 4 games.

The chances say: 1 win $8, 1 win, 2 lose.

in 4 games: 1 win $8, 1 win, 2 lose

Together: we are up $4.

1 × $8 + 1 × $4 − 2 × $4 = $4

Shared over 4 games, that is $1 a game.

The same.

So the answer is right!

$4 ÷ 4 = $1 a game

Let's look back.

First: make a table.

Then: multiply each row.

Then: add them.

Last: check.

Answer
E = $1

Your turn

Try this one yourself, then check:

Show the answer
E = $2

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