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What Is Theoretically the Most Correct Approach for Handling Sampling

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What is theoretically the most correct approach for handling sampling frame discrepancies ?


Definitions:

Confidence Intervals

Statistical ranges, with a given probability, that are believed to contain the true value of an unknown population parameter.

Confidence Interval

An array of numerical figures, sourced from sampling data, thought to enclose the value of an unknown characteristic of a population.

Population Mean

The average value of all members of a complete population.

Outliers

Data points that are significantly different from the majority of other data points in a dataset, often indicating measurement error or a novel phenomenon.

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