Template:Negative binomial distribution
| Different texts (and even different parts of this article) adopt slightly different definitions for the negative binomial distribution. They can be distinguished by whether the support starts at k = 0 or at k = r, whether p denotes the probability of a success or of a failure, and whether r represents success or failure,[1] so identifying the specific parametrization used is crucial in any given text. | |||
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Probability mass function The orange line represents the mean, which is equal to 10 in each of these plots; the green line shows the standard deviation. | |||
| Notation | |||
|---|---|---|---|
| Parameters |
r > 0 — number of successes until the experiment is stopped (integer, but the definition can also be extended to reals) p ∈ [0,1] — success probability in each experiment (real) | ||
| Support | k ∈ { 0, 1, 2, 3, … } — number of failures | ||
| PMF | involving a binomial coefficient | ||
| CDF | the regularized incomplete beta function | ||
| Mean | |||
| Mode | |||
| Variance | |||
| Skewness | |||
| Excess kurtosis | |||
| MGF | |||
| CF | |||
| PGF | |||
| Fisher information | |||
| Method of moments |
| ||
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- ^ DeGroot, Morris H. (1986). Probability and Statistics (Second ed.). Addison-Wesley. pp. 258–259. ISBN 0-201-11366-X. LCCN 84006269. OCLC 10605205.
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