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For a Given Confidence Level and Sample Size N,the

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For a given confidence level For a given confidence level   and sample size n,the width of the confidence interval for the population mean is narrower,the greater the population standard deviation σ. and sample size n,the width of the confidence interval for the population mean is narrower,the greater the population standard deviation σ.

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Definitions:

Random Sample

A subset of a statistical population in which each member of the subset has an equal probability of being chosen.

Validity Establishment

The process of demonstrating that an assessment or study measures what it is intended to measure and is applicable for its intended purpose.

Generalization

The process of extending the findings from a study to larger or different populations beyond the original sample.

Participant Pool

The group of individuals from which research participants are selected, crucial for the representativeness and validity of a study.

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