Easy2 marksMultiple Choice
Data analysis and statistical techniquesNormal DistributionSyllabus B

ACCA · Question 11 · Data analysis and statistical techniques

A manufacturing process produces steel bolts. The length of the bolts is normally distributed with a mean of 100 mm and a standard deviation of 2 mm.

What is the Z-score for a bolt that measures 105 mm?

Answer options:

A.

1.5

B.

2.0

C.

2.5

D.

5.0

How to approach this question

Use the Z-score formula: Z = (X - μ) / σ.

Full Answer

C.2.5✓ Correct
The Z-score measures how many standard deviations a value is from the mean. Z = (105 - 100) / 2 = 2.5.

Common mistakes

Forgetting to divide by the standard deviation.

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