Chalk−1

Math · Introductory statistics · Worked example

Find a probability between two values

Heights are normal with mean 170 cm and standard deviation 8 cm. What fraction lie between 160 cm and 180 cm?

Standardize both ends

160−1708=−1.25180−1708=1.25

Subtract the left areas

Φ(1.25) ≈ 0.8944 and Φ(−1.25) ≈ 0.1056.

0.8944−0.1056=0.7888

Round honestly

With unrounded areas the difference is 0.78870, so about 0.789: 78.9% of heights lie in this range.

Result

About 0.789, or 78.9%.

Your turn

What fraction of a normal distribution lies within one standard deviation of its mean?

Show the answer and explanation

About 0.6827, or 68%.

Φ(1) − Φ(−1) ≈ 0.8413 − 0.1587.

0.8413−0.1587=0.6826

Keep exploring

In Statistics, set the tail to two-sided at 1.25: P(|X| ≥ 1.25) ≈ 0.2113 is the part outside the range, and 1 − 0.2113 = 0.7887.

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