Sampling Meaning: Definition, Examples, and Translations
๐ค
sampling
[หsรฆmplษชล ]
Definitions
statistical analysis
The process of selecting a representative sample from a larger population for the purpose of drawing conclusions about that population.
Synonyms
sampling technique, selection.
Which Synonym Should You Choose?
| Word | Description / Examples |
|---|---|
| sampling |
Also used in music and audio production, where a portion of a sound recording is reused in another recording.
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| selection |
Used more broadly in contexts where choices are made from a set of options. This word applies to various scenarios, such as choosing participants, items, or any other entities.
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| sampling technique |
Refers specifically to the methods or procedures used to select and obtain samples. Common in academic and scientific research, emphasizing the methodology.
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Examples of usage
- We used random sampling to ensure the data was unbiased.
- The sampling method employed in the study was stratified sampling.
music production
The act of taking a portion of a sound recording and reusing it in a different piece of music.
Synonyms
Which Synonym Should You Choose?
| Word | Description / Examples |
|---|---|
| sampling |
Used in contexts where you take a small part or subset of something to analyze or get an idea of the whole. Often used in research, statistics, and music.
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| borrowing |
Commonly used when taking something for a temporary period with the intention of returning it. Can be used in finance, linguistics, and everyday activities like borrowing a book.
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| reuse |
Applicable when using something again for the same or a different purpose, especially in contexts promoting environmental sustainability and efficiency.
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Examples of usage
- The artist used sampling to create a unique beat for the song.
- Sampling has become a common practice in hip-hop music production.
food industry
The practice of offering small amounts of a product for customers to try before making a purchase.
Synonyms
sampling event, tasting.
Which Synonym Should You Choose?
| Word | Description / Examples |
|---|---|
| sampling |
In statistics or data analysis, this refers to selecting a part of a population to estimate characteristics of the whole population.
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| tasting |
Commonly used in culinary contexts where individuals try small portions of food or drink, such as wine, cheese, or chocolates, to experience different flavors.
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| sampling event |
Typically refers to an organized event where samples are distributed or collected, often in a marketing or research context.
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Examples of usage
- The supermarket had a sampling station where customers could taste different cheeses.
- Sampling is a popular marketing strategy for new food products.
Translations
To see the translation, please select a language from the options available.
Interesting Facts
Science
- In statistics, sampling is essential for making inferences about a larger population without testing everyone.
- Different methods of sampling exist, like random sampling and stratified sampling, ensuring diverse representation.
- Sample size can affect results significantly; larger samples usually lead to more reliable conclusions.
Music
- Sampling in music involves taking a portion of a sound recording and reusing it in a different song or piece of music.
- It became popular in hip-hop during the 1970s and has influenced many genres since.
- Famous artists like Kanye West and The Avalanches are known for their creative use of sampling to produce new sounds.
Pop Culture
- Shows like 'America's Got Talent' often sample the talents of various individuals to showcase diversity.
- In video games, sampling can refer to reusing sound effects or music from earlier games, creating nostalgia.
- Sampling has entered the world of fashion too, with styles reappearing and being reinterpreted every decade.
Psychology
- In psychology, sampling methods can influence how researchers understand behaviors or attitudes within a group.
- Bias can occur if a sample isnโt representative of the larger population, affecting study results.
- Researchers need to be careful in choosing sampling techniques to ensure better validity and reliability.
Origin of 'sampling'
Main points about word origin
- The word 'sampling' comes from the Old French 'essampler,' meaning 'to take a sample or trial.'
- It was used since the 15th century, initially in contexts related to tasting or testing.
- In modern usage, it often relates to statistics and research, showing how the meaning has evolved over time.
The word 'sampling' originated from the Middle English word 'samplian', which meant to take a sample for testing or analysis. The concept of sampling is widely used in various fields such as statistics, music production, and the food industry. Sampling allows for the collection of representative data, the creation of unique sounds in music, and the promotion of food products through tasting experiences.