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Math Coach Amy
Amy Ferguson Moncure

H Algebra 2/Trig · Unit 8

Empirical Rule

Sketch the mean and the standard deviations, then use 68%, 95%, and 99.7%.

Jump to section:

About 68% is within 1 standard deviation.

About 95% is within 2 standard deviations.

About 99.7% is within 3 standard deviations.

What to Remember

68, 95, 99.7

About 68% of the data is within 1 standard deviation of the mean.

About 95% is within 2. About 99.7% is within 3.

A sketch first

Mark the mean. Then mark 1, 2, and 3 standard deviations on each side.

The percent comes from how far the boundaries are from the mean.

Level 1

Easy

Label the mean and the standard deviations

Example
A data set has mean 72 and standard deviation 4. On a sketch, label the mean and 1, 2, and 3 standard deviations on each side.

The middle label is the mean.

Step one standard deviation at a time, three steps each way.

mean = 72, and the standard deviation is 4

60, 64, 68, 72, 76, 80, 84

Answer: 60, 64, 68, 72, 76, 80, 84

1
A data set has mean 50 and standard deviation 5. On a sketch, label the mean and 1, 2, and 3 standard deviations on each side.
Show Answer

The middle label is the mean.

Step one standard deviation at a time, three steps each way.

mean = 50, and the standard deviation is 5

35, 40, 45, 50, 55, 60, 65

Answer: 35, 40, 45, 50, 55, 60, 65

2
A data set has mean 64 and standard deviation 6. On a sketch, label the mean and 1, 2, and 3 standard deviations on each side.
Show Answer

The middle label is the mean.

Step one standard deviation at a time, three steps each way.

mean = 64, and the standard deviation is 6

46, 52, 58, 64, 70, 76, 82

Answer: 46, 52, 58, 64, 70, 76, 82

3
A data set has mean 40 and standard deviation 3. On a sketch, label the mean and 1, 2, and 3 standard deviations on each side.
Show Answer

The middle label is the mean.

Step one standard deviation at a time, three steps each way.

mean = 40, and the standard deviation is 3

31, 34, 37, 40, 43, 46, 49

Answer: 31, 34, 37, 40, 43, 46, 49

4
A data set has mean 90 and standard deviation 7. On a sketch, label the mean and 1, 2, and 3 standard deviations on each side.
Show Answer

The middle label is the mean.

Step one standard deviation at a time, three steps each way.

mean = 90, and the standard deviation is 7

69, 76, 83, 90, 97, 104, 111

Answer: 69, 76, 83, 90, 97, 104, 111

5
A data set has mean 28 and standard deviation 2. On a sketch, label the mean and 1, 2, and 3 standard deviations on each side.
Show Answer

The middle label is the mean.

Step one standard deviation at a time, three steps each way.

mean = 28, and the standard deviation is 2

22, 24, 26, 28, 30, 32, 34

Answer: 22, 24, 26, 28, 30, 32, 34

Level 2

Medium

A percent from the sketch

Example
Rest times are normally distributed with mean 48 minutes and standard deviation 5 minutes. About what percent of the times are between 43 and 53 minutes?

Find the distance from the mean to each end.

48 − 43 = 5

5 ÷ 5 = 1

53 − 48 = 5

Each end is 1 standard deviation from the mean.

About 68% of the data sits in that band.

Answer: about 68%

1
Daily reading times are normally distributed with mean 30 minutes and standard deviation 4 minutes. About what percent are between 22 and 38 minutes?
Show Answer

Find the distance from the mean to each end.

30 − 22 = 8

8 ÷ 4 = 2

38 − 30 = 8

Each end is 2 standard deviations from the mean.

About 95% of the data sits in that band.

Answer: about 95%

2
Plant heights are normally distributed with mean 55 cm and standard deviation 6 cm. About what percent are between 37 and 73 cm?
Show Answer

Find the distance from the mean to each end.

55 − 37 = 18

18 ÷ 6 = 3

73 − 55 = 18

Each end is 3 standard deviations from the mean.

About 99.7% of the data sits in that band.

Answer: about 99.7%

3
Quiz scores are normally distributed with mean 80 and standard deviation 5. About what percent are above 85?
Show Answer

Count how many standard deviations the boundary is from the mean.

85 = 80 + 1(5)

The boundary is 1 standard deviation above the mean.

About 68% sits within 1 standard deviation, so about 32% sits outside that band.

Half of that outside amount is above the mean.

About 16%

Answer: about 16%

4
Commute times are normally distributed with mean 42 minutes and standard deviation 3 minutes. About what percent are below 36 minutes?
Show Answer

Count the standard deviations from the mean down to the boundary.

36 = 42 − 2(3)

The boundary is 2 standard deviations below the mean.

About 95% sits within 2 standard deviations, so about 5% sits farther away.

Half of that 5% is below the mean.

About 2.5%

Answer: about 2.5%

5
Package weights are normally distributed with mean 67 ounces and standard deviation 8 ounces. About what percent are within 2 standard deviations of the mean?
Show Answer

Within 2 standard deviations runs from the mean minus 2 standard deviations to the mean plus 2 standard deviations.

lower = 67 − 2(8)

lower = 51

upper = 67 + 2(8)

upper = 83

About 95% of the data sits in that band.

Answer: about 95%

Level 3

Hard

The interval for the middle percent

Example
Reaction times are normally distributed with mean 110 milliseconds and standard deviation 7 milliseconds. What interval contains about the middle 95%?

The middle 95% sits within 2 standard deviations of the mean.

lower = 110 − 2(7)

lower = 96

upper = 110 + 2(7)

upper = 124

Answer: 96 to 124

1
Practice scores are normally distributed with mean 60 and standard deviation 9. What interval contains about the middle 95%?
Show Answer

The middle 95% sits within 2 standard deviations of the mean.

lower = 60 − 2(9)

lower = 42

upper = 60 + 2(9)

upper = 78

Answer: 42 to 78

2
Temperatures are normally distributed with mean 45 degrees and standard deviation 4 degrees. What interval contains about the middle 99.7%?
Show Answer

The middle 99.7% sits within 3 standard deviations of the mean.

lower = 45 − 3(4)

lower = 33

upper = 45 + 3(4)

upper = 57

Answer: 33 to 57

3
Lap times are normally distributed with mean 88 seconds and standard deviation 5 seconds. What interval contains about the middle 95%?
Show Answer

The middle 95% sits within 2 standard deviations of the mean.

lower = 88 − 2(5)

lower = 78

upper = 88 + 2(5)

upper = 98

Answer: 78 to 98

4
Wait times are normally distributed with mean 25 minutes and standard deviation 2 minutes. What interval contains about the middle 99.7%?
Show Answer

The middle 99.7% sits within 3 standard deviations of the mean.

lower = 25 − 3(2)

lower = 19

upper = 25 + 3(2)

upper = 31

Answer: 19 to 31

5
Distances are normally distributed with mean 140 meters and standard deviation 6 meters. What interval contains about the middle 95%?
Show Answer

The middle 95% sits within 2 standard deviations of the mean.

lower = 140 − 2(6)

lower = 128

upper = 140 + 2(6)

upper = 152

Answer: 128 to 152

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