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Normal mean 250, sd 20: top 1%

Step by step, with the reason for every step · Normal cut-offs · University Statistics

Step by step

The question

Question: X is normal, with mean 250 and SD 20: which value has 1% above it?

μ = 250, σ = 20: x with 1% above it?

1 Shade the area

The bell, with the mean 250 in the middle.

x is the cut-off we want.

1 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

1 percent is 0.01.

It is on the right.

So the area to the left is 1 minus 0.01: 0.99.

area to the left = 1 − 0.01 = 0.99

Careful!

0.01 is on the right.

The table needs the area to the left, 0.99.

Careful: not 0.01 in the table ✗

3 Find it inside the table

Now we look for 0.9900 inside the table.

The closest number is 0.9901: row 2.3, column .03.

So z is about 2.33.

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

2.33 times 20 is 46.6.

250 plus 46.6 is 296.6.

x = 250 + 2.33 × 20 = 250 + 46.6 = 296.6

5 Check

Let's check: the z of 296.6 is 296.6 minus 250, over 20.

That is 2.33.

z = 296.6 − 25020 = 2.33

The table at 2.33 gives 0.9901: about 0.99 to the left.

So it is right!

table at z = 2.33: 0.9901 ≈ 0.99

Let's look back.

First: shade the area.

Then: area to the left.

Then: find it inside the table.

Then: back to x.

Last: check.

Answer
x = 250 + 2.33 × 20 = 250 + 46.6 = 296.6

Your turn

Try this one yourself, then check:

μ = 290, σ = 40: x with 1% above it?
Show the answer
x = 383.2

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