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
750 gσ = ?X + Y

X and Y are independent normal variables for the mass of a filled jar: jar plus contents: X has mean 250 g and standard deviation 4 g, Y has mean 500 g and standard deviation 9 g. Find the standard deviation σ of X + Y.

μX = 250 g, σX = 4 gμY = 500 g, σY = 9 g
σ = g
2.Easy
−3−2−10123zshaded area to the left of z = 0.9656

Drag z so that the shaded area under the standard normal curve, to the left of z, is 0.9656. Find z to two decimals.

A = 0.9656
z =
3.Medium
100 kg101 kgT = X₁ + … + X₄?

The masses of bags of cement are independent and normal with mean 25 kg and standard deviation 0.5 kg. Find the probability P that the total mass of 4 of them exceeds 101 kg. Round z to two decimals.

μ = 25 kgσ = 0.5 kgn = 4> 101 kg
P =
4.Medium
−3−2−10123zshaded area between −z and z = 0.8715

Drag z so that the shaded area between −z and z under the standard normal curve is 0.8715. Find z to two decimals.

A = 0.8715
z =
5.Hard
0.02 mm0D − d?

Hole diameters D are normal with mean 25.02 mm and standard deviation 0.015 mm. Shaft diameters d are independent and normal with mean 25 mm and standard deviation 0.02 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 = 0.015 mmshaft: μ = 25 mm, σ = 0.02 mm
P =
6.Hard
μ = 32x = ?25%

The delivery times are normally distributed with mean 32 min and standard deviation 6 min. Find the value x below which 25% of them lie (the 25th percentile).

μ = 32σ = 6P = 25%
x = min

Answer key

  1. 1. σ = 9.849 g
  2. 2. z = 1.82
  3. 3. P = 0.1587
  4. 4. z = 1.52
  5. 5. P = 0.7881
  6. 6. x = 27.95 min

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