| Home | Libraries | People | FAQ | More

### Conceptual Requirements for Distribution Types

A DistributionType is a type that implements the following conceptual requirements, and encapsulates a statistical distribution.

Please note that this documentation should not be used as a substitute for the reference documentation, and tutorial of the statistical distributions.

In the following table, d is an object of type `DistributionType`, cd is an object of type `const DistributionType` and cr is an object of a type convertible to `RealType`.

Expression | Result Type | Notes
--- | --- | ---
DistributionType::value_type | RealType | The real-number type RealType upon which the distribution operates.
DistributionType::policy_type | RealType | The Policy to use when evaluating functions that depend on this distribution.
d = cd | Distribution& | Distribution types are assignable.
Distribution(cd) | Distribution | Distribution types are copy constructible.
pdf(cd, cr) | RealType | Returns the PDF of the distribution.
cdf(cd, cr) | RealType | Returns the CDF of the distribution.
cdf(complement(cd, cr)) | RealType | Returns the complement of the CDF of the distribution, the same as: `1-cdf(cd, cr)`
quantile(cd, cr) | RealType | Returns the quantile of the distribution.
quantile(complement(cd, cr)) | RealType | Returns the quantile of the distribution, starting from the complement of the probability, the same as: `quantile(cd, 1-cr)`
chf(cd, cr) | RealType | Returns the cumulative hazard function of the distribution.
hazard(cd, cr) | RealType | Returns the hazard function of the distribution.
kurtosis(cd) | RealType | Returns the kurtosis of the distribution.
kurtosis_excess(cd) | RealType | Returns the kurtosis excess of the distribution.
mean(cd) | RealType | Returns the mean of the distribution.
mode(cd) | RealType | Returns the mode of the distribution.
skewness(cd) | RealType | Returns the skewness of the distribution.
standard_deviation(cd) | RealType | Returns the standard deviation of the distribution.
variance(cd) | RealType | Returns the variance of the distribution.