Meaning & Definition of word "Sampling"

Sampling

/ˈsæmplɪŋ/

1. The process of selecting a representative group from a population for the purpose of statistical analysis.
- Example: The researcher used a random sampling method to choose participants for the study.
2. A small part or quantity intended to show what the whole is like.
- Example: The wine tasting event offered a sampling of various wines from the region.
3. The technique of taking a portion of sound recordings and reusing them in a different context.
- Example: The artist is known for his creative sampling of classic tracks in his music.

The word 'sampling' comes from the verb 'sample' which is derived from the Middle English 'essample', meaning a part or example.

random sampling:

A sampling method where each member of the population has an equal chance of being selected.

convenience sampling:

A non-random sampling technique that selects individuals who are easiest to reach.

stratified sampling:

A method of sampling from a population that can be partitioned into subpopulations.

sample:

A single item or representation taken from a larger group.

population:

The entire group of individuals that a study is focused on.

quantitative research:

Research that involves the systematic empirical investigation of social phenomena via statistical, mathematical, or computational techniques.

Meaning: Sampling as in trying something new.

Example Sentence: I'm just sampling some of this new craft beer.

Meaning: Sampling in the context of music.

Example Sentence: He’s all about sampling; his tracks are full of 90s hip-hop beats.