Normal distribution worksheet with answers

Free printable Normal distribution worksheet: 6 problems from easy to exam level, with an answer key. Print it or save it as a PDF.

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1.Easy
40 mmσ = ?X − Y

X is normal with mean 120 mm and standard deviation 0.3 mm; Y is independent and normal with mean 80 mm and standard deviation 0.4 mm. Find the standard deviation σ of the difference X − Y.

μX = 120 mm, σX = 0.3 mmμY = 80 mm, σY = 0.4 mm
σ = mm
2.Easy
−3−2−10123zshaded area to the left of z = 0.6985

Drag z so that the shaded area under the standard normal curve, to the left of z, is 0.6985. Find z to two decimals.

A = 0.6985
z =
3.Medium
200 mm199.6 mmX + Y?

X is normal with mean 120 mm and standard deviation 0.3 mm; Y is independent and normal with mean 80 mm and standard deviation 0.4 mm. Find the probability P that X + Y is more than 199.6 mm. Round z to two decimals.

μX = 120, σX = 0.3μY = 80, σY = 0.4X + Y > 199.6 mm
P =
4.Medium
45.585P = ?

The exam scores are normally distributed with mean 65 points and standard deviation 10 points. What fraction lies between 45.5 and 85 points? Give P as a decimal.

μ = 65σ = 10x1 = 45.5x2 = 85
P =
5.Hard
10 cm0X − Y?

The heights X of men and Y of women in a group are independent and normal: X has mean 180 cm and standard deviation 10 cm, Y has mean 170 cm and standard deviation 12 cm. Find the probability P that X is greater than Y. Round z to two decimals.

μX = 180 cm, σX = 10 cmμY = 170 cm, σY = 12 cm
P =
6.Hard
μ = 100x = ?97.5%

The IQ scores are normally distributed with mean 100 points and standard deviation 15 points. Find the value x below which 97.5% of them lie (the 97.5th percentile).

μ = 100σ = 15P = 97.5%
x = points

Answer key

  1. 1. σ = 0.5 mm
  2. 2. z = 0.52
  3. 3. P = 0.7881
  4. 4. P = 0.9517
  5. 5. P = 0.7389
  6. 6. x = 129.4 points

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