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Explain the Differences Among Longitudinal, Cross- Sectional, and Time-Lag Research

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Essay

Explain the differences among longitudinal, cross- sectional, and time-lag research designs. What are the advantages and disadvantages of each?


Definitions:

Simple Random Sample

An evenly selected portion of a wider population, with each participant having an equal opportunity to be chosen.

Sample Size

The number of observations or data points collected in a statistical study, which impacts the study's accuracy and conclusions.

Standard Deviation

A metric assessing how much a batch of values differs or spreads out.

Sampling Distribution

The probability distribution of a statistic obtained from a large number of samples drawn from a specific population.

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