Definition

Not based on fixed assumptions about the distribution of data, allowing for more flexibility in statistical analysis.

Example

Nonparametric methods are often used when the data does not meet the assumptions required for parametric tests.

Conversation

I was reading about some statistical methods, and I came across the term nonparametric.

Oh, I've heard of that! It sounds interesting but a bit complex.

Yeah, it means they don't rely on fixed assumptions about the data.

That makes sense! I guess it gives more flexibility in analysis.

Synonyms & Antonyms

Root Explanation

Nonparametric → It is formed from "non-" (meaning not) and "parametric" (from Greek "parametron", meaning a measure or parameter). The word "nonparametric" refers to methods or models that do not assume a specific form for the distribution of the data, hence not relying on parameters.

Memory Tip

Think of 'not' ('non-') relying on specific 'measures' ('parametric') — that's why nonparametric methods do not depend on fixed parameters.

Visually Confused Words