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Provide an Example When It Would Be More Appropriate to Use

question 4

Essay

Provide an example when it would be more appropriate to use negative binomial regression instead of Poisson regression to investigate a relationship between an outcome and an explanatory variable(s). Explain.


Definitions:

Sampling Distribution

The probability distribution of a given statistic based on a random sample, often used to estimate population parameters.

Birth Weight

The weight of a baby at the time of its birth, an important indicator of newborn health and future development.

Population Variance

A measure that quantifies the degree to which values in an entire population vary from the population mean.

Sampling Distribution

A distribution showing the likelihood of different outcomes for a statistic based on a random sample.

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