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
−3−2−10123zshaded area to the left of z = 0.8212

Drag z so that the shaded area under the standard normal curve, to the left of z, is 0.8212. Find z to two decimals.

A = 0.8212
z =
2.Easy
μ = 100118P = ?

The IQ scores are normally distributed with mean 100 points and standard deviation 15 points. What fraction is below 118 points? Find P(X < x) as a decimal.

μ = 100σ = 15x = 118
P(X < x) =
3.Medium
60 kg57.3 kgT = X₁ + … + X₅?

The masses of boxes are independent and normal with mean 12 kg and standard deviation 0.8 kg. Find the probability P that the total mass of 5 of them is below 57.3 kg. Round z to two decimals.

μ = 12 kgσ = 0.8 kgn = 5< 57.3 kg
P =
4.Medium
640 g642.4 gT = X₁ + … + X₁₆?

The masses of bolts are independent and normal with mean 40 g and standard deviation 1.2 g. Find the probability P that the total mass of 16 of them exceeds 642.4 g. Round z to two decimals.

μ = 40 gσ = 1.2 gn = 16> 642.4 g
P =
5.Hard
μ = 500x = ?10%

The battery lifetimes are normally distributed with mean 500 h and standard deviation 40 h. Find the value x below which 10% of them lie (the 10th percentile).

μ = 500σ = 40P = 10%
x = h
6.Hard
0.05 mm0D − d?

Hole diameters D are normal with mean 25.05 mm and standard deviation 0.015 mm. Shaft diameters d are independent and normal with mean 25 mm and standard deviation 0.015 mm. A randomly chosen shaft fits when D − d > 0. Find the probability P that it fits. Round z to two decimals.

hole: μ = 25.05 mm, σ = 0.015 mmshaft: μ = 25 mm, σ = 0.015 mm
P =

Answer key

  1. 1. z = 0.92
  2. 2. P(X < x) = 0.8849
  3. 3. P = 0.06552
  4. 4. P = 0.3085
  5. 5. x = 448.7 h
  6. 6. P = 0.9909

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