Definition

Describing a type of distribution in statistics where the logarithm of the variable follows a normal distribution.

Example

The data showed a lognormal distribution, indicating that the logarithm of the values was normally distributed.

Conversation

Have you heard about the lognormal distribution in statistics?

Yeah, it’s pretty interesting how it applies to real-world data.

I find it fascinating that many things, like income, follow a lognormal pattern.

Absolutely! It really shows how diverse data can be.

Synonyms & Antonyms

Root Explanation

Lognormal → It is formed from 'log' (from logarithm, derived from the Greek 'logos', meaning ratio or proportion) and 'normal' (from Latin 'normalis', meaning conforming to a standard). The term 'lognormal' describes a distribution of a variable whose logarithm is normally distributed, indicating a relationship between logarithmic and normal distributions.

Memory Tip

Think of 'log' as relating to ratios and 'normal' as conforming to a standard — together, they describe a distribution that behaves in a standard way when viewed on a logarithmic scale.

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