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
200 mmσ = ?X + Y

X and Y are independent normal variables for the length of part A plus part B in an assembly: X has mean 120 mm and standard deviation 0.3 mm, Y has mean 80 mm and standard deviation 0.4 mm. Find the standard deviation σ of X + Y.

μX = 120 mm, σX = 0.3 mmμY = 80 mm, σY = 0.4 mm
σ = mm
2.Easy
μ = 500574P = ?

The battery lifetimes are normally distributed with mean 500 h and standard deviation 40 h. What fraction is above 574 h? Find P(X > x) as a decimal.

μ = 500σ = 40x = 574
P(X > x) =
3.Medium
−3−2−10123zshaded area between −z and z = 0.4313

Drag z so that the shaded area between −z and z under the standard normal curve is 0.4313. Find z to two decimals.

A = 0.4313
z =
4.Medium
176.25190.6P = ?

The heights of adult men are normally distributed with mean 178 cm and standard deviation 7 cm. What fraction lies between 176.25 and 190.6 cm? Give P as a decimal.

μ = 178σ = 7x1 = 176.25x2 = 190.6
P =
5.Hard
μ = 65x = ?20%

The exam scores are normally distributed with mean 65 points and standard deviation 10 points. Find the value x below which 20% of them lie (the 20th percentile).

μ = 65σ = 10P = 20%
x = points
6.Hard
0.02 mm0D − d?

Hole diameters D are normal with mean 25.02 mm and standard deviation 0.01 mm. Shaft diameters d are independent and normal with mean 25 mm and standard deviation 0.01 mm. A randomly chosen shaft fits when D − d > 0. Find the probability P that it fits. Round z to two decimals.

hole: μ = 25.02 mm, σ = 0.01 mmshaft: μ = 25 mm, σ = 0.01 mm
P =

Answer key

  1. 1. σ = 0.5 mm
  2. 2. P(X > x) = 0.03216
  3. 3. z = 0.57
  4. 4. P = 0.5628
  5. 5. x = 56.58 points
  6. 6. P = 0.9207

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