Steply

The normal curve

Statistics · 20 problems, easy to harder

▶ Watch the first one solved

How we do it

  1. Draw the bell
  2. The 68-95-99.7 rule
  3. Shade the part
  4. Add the pieces
  5. Check

The steps for Normal mean 50 sd 5, percent between 45 and 55. Every solution names its steps, so you always know what comes next.

Worked examples

Normal mean 50 sd 5, percent between 45 and 55 Easy

The question

Question: the numbers are normal, with mean 50 and SD 5: what percent is between 45 and 55?

mean 50, SD 5: percent between 45 and 55?

Normal means the numbers make a bell shape, the same on both sides of the mean.

normal: a bell shape, the same on both sides

1 Draw the bell

The mean, 50, is in the middle.

Each mark is one SD, 5, further: 50 plus 5 is 55, then 60, then 65.

And going down: 45, 40, 35.

2 The 68-95-99.7 rule

The rule: 68 percent are within 1 SD of the mean.

95 percent within 2 SDs.

99.7 percent within 3 SDs.

within 1 SD: 68%
within 2 SD: 95%
within 3 SD: 99.7%

Split into pieces, half on each side.

68 divided by 2 is 34.

95 minus 68 is 27, half is 13.5.

99.7 minus 95 is 4.7, half is 2.35.

And 0.15 at each end.

68 ÷ 2 = 34
(95 − 68) ÷ 2 = 13.5
(99.7 − 95) ÷ 2 = 2.35
(100 − 99.7) ÷ 2 = 0.15

We write each piece on the curve.

3 Shade the part

45 is 1 SD below the mean.

55 is 1 SD above the mean.

We shade between them.

Careful!

The rule already counts both sides of the mean together.

Careful: the rule counts both sides of the mean

4 Add the pieces

We add the shaded pieces: 34 plus 34 is 68%.

= between 45 and 55: 34 + 34 = 68%

5 Check

Let's check: the pieces not shaded add up to 32 percent.

rest: 0.15 + 2.35 + 13.5 + 13.5 + 2.35 + 0.15 = 32

68 plus 32 is 100 percent: the whole bell.

So it is right!

68% + 32% = 100%

Let's look back.

First: draw the bell.

Then: the 68-95-99.7 rule.

Then: shade the part.

Then: add the pieces.

Last: check.

Answer
= between 45 and 55: 34 + 34 = 68%

▶ Watch it solved

Normal mean 50 sd 5, percent above 60 Medium

The question

Question: the numbers are normal, with mean 50 and SD 5: what percent is above 60?

mean 50, SD 5: percent above 60?

Normal means the numbers make a bell shape, the same on both sides of the mean.

normal: a bell shape, the same on both sides

1 Draw the bell

The mean, 50, is in the middle.

Each mark is one SD, 5, further: 50 plus 5 is 55, then 60, then 65.

And going down: 45, 40, 35.

2 The 68-95-99.7 rule

The rule: 68 percent are within 1 SD of the mean.

95 percent within 2 SDs.

99.7 percent within 3 SDs.

within 1 SD: 68%
within 2 SD: 95%
within 3 SD: 99.7%

Split into pieces, half on each side.

68 divided by 2 is 34.

95 minus 68 is 27, half is 13.5.

99.7 minus 95 is 4.7, half is 2.35.

And 0.15 at each end.

68 ÷ 2 = 34
(95 − 68) ÷ 2 = 13.5
(99.7 − 95) ÷ 2 = 2.35
(100 − 99.7) ÷ 2 = 0.15

We write each piece on the curve.

3 Shade the part

60 is 2 SD above the mean.

Above it: everything to the right.

Careful!

Outside 2 SD is 5 percent, but that is both ends together.

One end is half of it.

Careful: not 5% ✗

4 Add the pieces

We add the shaded pieces: 2.35 plus 0.15 is 2.5%.

= above 60: 2.35 + 0.15 = 2.5%

5 Check

Let's check: the pieces not shaded add up to 97.5 percent.

rest: 0.15 + 2.35 + 13.5 + 34 + 34 + 13.5 = 97.5

2.5 plus 97.5 is 100 percent: the whole bell.

So it is right!

2.5% + 97.5% = 100%

Let's look back.

First: draw the bell.

Then: the 68-95-99.7 rule.

Then: shade the part.

Then: add the pieces.

Last: check.

Answer
= above 60: 2.35 + 0.15 = 2.5%

▶ Watch it solved

Normal mean 100 sd 15, percent between 85 and 130 Harder

The question

Question: the numbers are normal, with mean 100 and SD 15: what percent is between 85 and 130?

mean 100, SD 15: percent between 85 and 130?

Normal means the numbers make a bell shape, the same on both sides of the mean.

normal: a bell shape, the same on both sides

1 Draw the bell

The mean, 100, is in the middle.

Each mark is one SD, 15, further: 100 plus 15 is 115, then 130, then 145.

And going down: 85, 70, 55.

2 The 68-95-99.7 rule

The rule: 68 percent are within 1 SD of the mean.

95 percent within 2 SDs.

99.7 percent within 3 SDs.

within 1 SD: 68%
within 2 SD: 95%
within 3 SD: 99.7%

Split into pieces, half on each side.

68 divided by 2 is 34.

95 minus 68 is 27, half is 13.5.

99.7 minus 95 is 4.7, half is 2.35.

And 0.15 at each end.

68 ÷ 2 = 34
(95 − 68) ÷ 2 = 13.5
(99.7 − 95) ÷ 2 = 2.35
(100 − 99.7) ÷ 2 = 0.15

We write each piece on the curve.

3 Shade the part

85 is 1 SD below the mean.

130 is 2 SD above the mean.

We shade between them.

Careful!

Each rule counts both sides of the mean together.

One side is only half.

Careful: 68% is both sides: one side is 34%

4 Add the pieces

We add the shaded pieces: 34 plus 34 plus 13.5 is 81.5%.

= between 85 and 130: 34 + 34 + 13.5 = 81.5%

5 Check

Let's check: the pieces not shaded add up to 18.5 percent.

rest: 0.15 + 2.35 + 13.5 + 2.35 + 0.15 = 18.5

81.5 plus 18.5 is 100 percent: the whole bell.

So it is right!

81.5% + 18.5% = 100%

Let's look back.

First: draw the bell.

Then: the 68-95-99.7 rule.

Then: shade the part.

Then: add the pieces.

Last: check.

Answer
= between 85 and 130: 34 + 34 + 13.5 = 81.5%

▶ Watch it solved

Practice

Try each one, then open the answer. Stuck? Open the problem to watch every step.

Easy

  1. normal mean 50 sd 5, percent between 45 and 55
    Answer
    = between 45 and 55: 34 + 34 = 68%
  2. normal mean 100 sd 15, percent between 70 and 130
    Answer
    = between 70 and 130: 13.5 + 34 + 34 + 13.5 = 95%
  3. normal mean 70 sd 10, percent between 40 and 100
    Answer
    = between 40 and 100: 2.35 + 13.5 + 34 + 34 + 13.5 + 2.35 = 99.7%
  4. normal mean 20 sd 4, percent between 16 and 24
    Answer
    = between 16 and 24: 34 + 34 = 68%
  5. normal mean 60 sd 8, percent above 60
    Answer
    = above 60: 34 + 13.5 + 2.35 + 0.15 = 50%

Medium

  1. normal mean 50 sd 5, percent above 60
    Answer
    = above 60: 2.35 + 0.15 = 2.5%
  2. normal mean 80 sd 6, percent below 74
    Answer
    = below 74: 0.15 + 2.35 + 13.5 = 16%
  3. normal mean 40 sd 3, percent between 40 and 46
    Answer
    = between 40 and 46: 34 + 13.5 = 47.5%
  4. normal mean 500 sd 100, percent above 700
    Answer
    = above 700: 2.35 + 0.15 = 2.5%
  5. normal mean 12 sd 2, percent between 8 and 14
    Answer
    = between 8 and 14: 13.5 + 34 + 34 = 81.5%
  6. normal mean 65 sd 5, percent below 75
    Answer
    = below 75: 0.15 + 2.35 + 13.5 + 34 + 34 + 13.5 = 97.5%
  7. normal mean 30 sd 4, percent above 26
    Answer
    = above 26: 34 + 34 + 13.5 + 2.35 + 0.15 = 84%
  8. normal mean 36 sd 2, percent below 34
    Answer
    = below 34: 0.15 + 2.35 + 13.5 = 16%
  9. normal mean 85 sd 5, percent between 75 and 90
    Answer
    = between 75 and 90: 13.5 + 34 + 34 = 81.5%

Harder

  1. normal mean 100 sd 15, percent between 85 and 130
    Answer
    = between 85 and 130: 34 + 34 + 13.5 = 81.5%
  2. normal mean 50 sd 10, percent below 20
    Answer
    = below 20: 0.15%
  3. normal mean 200 sd 25, percent between 125 and 225
    Answer
    = between 125 and 225: 2.35 + 13.5 + 34 + 34 = 83.85%
  4. normal mean 72 sd 3, percent above 81
    Answer
    = above 81: 0.15%
  5. normal mean 160 sd 7, percent between 153 and 174
    Answer
    = between 153 and 174: 34 + 34 + 13.5 = 81.5%
  6. normal mean 45 sd 5, percent between 50 and 60
    Answer
    = between 50 and 60: 13.5 + 2.35 = 15.85%