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The Sampling Distribution of an Estimate Is the Mean and Variance

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The sampling distribution of an estimate is the mean and variance of the sample.


Definitions:

Sampling Error

The difference between a sample statistic used to estimate a population parameter and the actual but unknown value of the parameter.

Sample

A subset of elements chosen from a larger set (population), typically used to infer properties about the population.

Population

The entire group of individuals or instances about whom the study is concerned or from which the data is drawn.

Self-Selected Sample

A sample whose participants have chosen to be in the study, which may not be representative of the larger population and can introduce bias.

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