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Poisson distribution

A Poisson variable counts nonnegative integer events with a specified mean parameter.

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  • Bernoulli distribution

    A Bernoulli variable records one binary outcome with success probability p.

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    A uniform distribution assigns equal probabilities to finite outcomes or constant density on a finite interval.

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  • Bayes theorem

    Bayes theorem relates conditional probabilities in opposite directions using prior probabilities and a nonzero evidence probability.

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Probability and statistics

Move from uncertain events to random variables, probability models and evidence-based statistical inference.

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