The exponential family is a class of probability distributions that can be expressed in a specific mathematical form, allowing for a unifying framework in statistical inference. These distributions are characterized by their natural parameters and sufficient statistics, which simplifies the process of estimation and hypothesis testing. The exponential family encompasses many common distributions like the normal, binomial, and Poisson distributions, making it crucial for understanding concepts such as sufficiency and likelihood.
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