SAMPLINGS Meaning and
Definition
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Samplings, in the context of statistics or research methodologies, refers to a subset or a portion of a larger population or dataset that is selected for analysis or study. It is a process used to gather information about a population by observing and analyzing a smaller, representative sample, as it is often impractical or impossible to study an entire population due to time, cost, or logistical constraints.
The process of sampling involves the careful selection of individuals or items from a population based on specific criteria, usually with the aim of drawing valid inferences and generalizing the findings to the larger population. The individuals or items selected for the sample, called the sample units, should be chosen randomly or systematically to ensure that each member of the population has an equal chance of being included in the sample.
Sample sizes can vary depending on the research objectives, level of precision desired, and the available resources. A larger sample size generally leads to more accurate conclusions and higher statistical power. Different sampling techniques, such as simple random sampling, stratified sampling, cluster sampling, or systematic sampling, can be employed depending on the characteristics of the population and the research goals.
The findings from the analysis of a sample are used to make inferences, predictions, and judgments about the larger population from which the sample was drawn. Analysts must be cautious when interpreting the results from a sample as they relate to the population and consider any potential biases or limitations introduced during the sampling process.
Common Misspellings for SAMPLINGS
Etymology of SAMPLINGS
The word "samplings" is derived from the verb "sample", which in turn comes from the Old French word "essample" or "example". "Essample" was originally borrowed from the Latin word "exemplum", meaning "example". Over time, "essample" evolved into "sample" in English, and eventually, "samplings" emerged as the plural form.
Similar spelling words for SAMPLINGS
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