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Translations for „multinomial distribution“ in the English » German Dictionary (Go to German » English)

Monolingual examples (not verified by PONS Editors)

English
In probability theory, the multinomial distribution is a generalization of the binomial distribution.
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The probabilities describing the possible outcome of a single trial are modeled, as a function of explanatory (independent) variables, using a logistic function or multinomial distribution.
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Another alternative is to use maximum likelihood estimates to calculate a p-value from the exact binomial or multinomial distributions and fail to reject or reject based on the p-value.
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Note that this differs crucially from the above formula in having an extra term at the front that looks like the factor at the front of a multinomial distribution.
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Each column can therefore be regarded as an independent multinomial distribution.
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The families of binomial and multinomial distributions with fixed number of trials "n" but unknown probability parameter(s) are exponential families.
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