Steply

8 items are picked

Step by step, with the reason for every step · AP Statistics Practice Exam 1 · AP Statistics

Step by step

The question

Question: There are 8 games.

Each one is a success with probability 30%.

What is the probability of exactly 2 successes?

1 Binomial: yes or no

8 games.

Each one has the same chance, and one does not change the next.

Each is a success or not.

That is a binomial experiment.

8 games: same chance, each on its own

n is the number of games: 8.

k is how many successes we want: 2.

p is the chance of a success each time: 0.3.

q is the chance of not: 1 minus p, 0.7.

n = 8 games
k = 2 successes
p = 0.3 (success)
q = 1 − p
= 0.7

2 Write the rule

The rule has two parts.

n C k counts the orders.

p to the power k, times q to the power n minus k, is the chance of one order.

We build each part, then multiply.

P(2 successes) = nCk × pk × qn − k

We put the numbers in.

P(2 successes) = 8C2 × (0.3)2 × (0.7)6

3 Count the orders

8 C 2 counts the orders: which 2 of the 8 games are the successes.

8 times 7, over 2 times 1, is 28.

8C2 = 8 × 72 × 1 = 28

4 One order's chance

One order, like this one.

For one order we multiply the chances, one for each try, as in the and lessons: 0.3 for each success, and 0.7 for each failure.

one order = 0.09 × 0.117649
0.3² = 0.09
0.7⁶ = 0.117649

0.09 times 0.117649 is 0.01058841.

one order = 0.01058841

5 Multiply

Every order has this same chance.

There are 28 orders, so we multiply by 28.

P(2 successes) = 28 × 0.01058841

Careful!

That is only one order.

Successes can come in 28 different orders.

Careful: not 0.01058841 ✗

28 times 0.01058841 is 0.29647548.

To 4 decimal places: about 0.2965.

P(2 successes) ≈ 0.2965

6 Check

Let's check: 28 orders, each with the same chance.

So the answer is right!

28 orders × one order's chance

Let's look back.

First: binomial: yes or no.

Then: write the rule.

Then: count the orders.

Then: one order's chance.

Then: multiply.

Last: check.

Answer
P(2 successes) ≈ 0.2965

Your turn

Try this one yourself, then check your answer:

There are 5 games. Each one is a success with probability 0.9. What is the probability of exactly 2 successes?
Show the answer
P(2 successes) = 0.0081

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