Statistics

Lognormal Distribution Calculator

Find the mean, median and variance of a lognormal distribution.

Parameters Live Compute
Calculated Output
Mean 3.08
Median 2.718
Variance 2.695
Formula: mean = e^(μ+σ²/2); median = e^μ
Step-by-Step Breakdown
1. Values used:
2. μ (mean of ln X) = 1
3. σ (SD of ln X) = 0.5
4.
5. Mean = 3.08
6. Median = 2.718
7. Variance = 2.695
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If a variable's logarithm is normal, the variable itself is lognormal — common for incomes and sizes.

The math behind it

mean = e^(μ+σ²/2), median = e^μ. The mean exceeds the median, giving a right skew.

Worked Example

μ 1, σ 0.5 → mean ≈ 3.08, median ≈ 2.72.

Frequently Asked Questions

Why is it skewed?

Exponentiating a symmetric normal stretches the upper tail.

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