Steply

IQ-style scores are normal with mean 100 and standard deviation 15…

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

Step by step

The question

Question: X is normal, with mean 100 and SD 15: which value has 10% above it?

μ = 100, σ = 15: x with 10% above it?

There are four choices.

First we solve it, the normal way.

Then we pick.

1 Shade the area

The bell, with the mean 100 in the middle.

x is the cut-off we want.

This time we go backwards: we know the area, and we look for the value.

10 percent is above x: we shade it, on the right of x.

2 Area to the left

The z-table works with the area to the left of z.

z-table: area to the left of z

10 percent is 0.1.

It is on the right.

So the area to the left is 1 minus 0.1: 0.9.

area to the left = 1 − 0.1 = 0.9

Careful!

0.1 is on the right.

The table needs the area to the left, 0.9.

Careful: not 0.1 in the table ✗

3 Find it inside the table

Now we look for 0.9000 inside the table.

The closest number is 0.8997: row 1.2, column .08.

The row gives z up to the tenths, the column adds the hundredths.

So z is about 1.28.

4 Back to x

Start at the mean, then go z SDs: x is the mean plus z times the SD.

x = μ + z × σ

1.28 times 15 is 19.2.

100 plus 19.2 is 119.2.

x = 100 + 1.28 × 15 = 100 + 19.2 = 119.2

5 Check

Let's check: the z of 119.2 is 119.2 minus 100, over 15.

That is 1.28.

z = 119.2 − 10015 = 1.28

The table at 1.28 gives 0.8997: about 0.9 to the left.

So it is right!

table at z = 1.28: 0.8997 ≈ 0.9

6 Pick the choice

Our answer is x = 119.2.

That is choice B.

B) 119.2

7 Why not the others

A is 80.8.

Wrong: went below the mean: the top 10% is above it.

That is the Careful mistake from before.

A) 80.8 ✗ went below the mean: the top 10% is above it

C is 115.

Wrong: used z = 1.

C) 115 ✗ used z = 1

D is 110.

Wrong: added 10, not 1.28 × 15.

D) 110 ✗ added 10, not 1.28 × 15

Let's look back.

First: shade the area.

Then: area to the left.

Then: find it inside the table.

Then: back to x.

Then: check.

Then: pick the choice.

Last: why not the others.

Answer
x = 100 + 1.28 × 15 = 100 + 19.2 = 119.2

Your turn

Try this one yourself, then check your answer:

μ = 130, σ = 7.5: x with 10% above it?
Show the answer
x = 139.6

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