Binomial
Binomial()Binomial distribution parameterized by trials n and probability p.
Attributes
| Name | Description |
|---|---|
| mean | Expected value. |
| support | Distribution support. |
| variance | Variance. |
| x_range | Practical plotting range. |
Methods
| Name | Description |
|---|---|
| cdf | Cumulative distribution function. |
| elicit | Elicit a binomial distribution from n and p. |
| fit | Fit a binomial distribution with known n to count observations. |
| Probability mass function. | |
| ppf | Percent point function / inverse CDF. |
| sample | Generate random samples. |
| validate_params | Validate the n and p parameters. |
cdf
Binomial.cdf(x)Cumulative distribution function.
elicit
Binomial.elicit(n, p, name=None)Elicit a binomial distribution from n and p.
fit
Binomial.fit(data, n, name=None)Fit a binomial distribution with known n to count observations.
Binomial.pdf(x)Probability mass function.
ppf
Binomial.ppf(q)Percent point function / inverse CDF.
sample
Binomial.sample(size=1, *, seed=None)Generate random samples.
validate_params
Binomial.validate_params(params)Validate the n and p parameters.