static void constraints()
{
typedef typename Distribution::value_type value_type;
const Distribution& dist = DistributionConcept<Distribution>::get_object();
value_type x = 0;
// The result values are ignored in all these checks.
check_result<value_type>(cdf(dist, x));
check_result<value_type>(cdf(complement(dist, x)));
check_result<value_type>(pdf(dist, x));
check_result<value_type>(quantile(dist, x));
check_result<value_type>(quantile(complement(dist, x)));
check_result<value_type>(mean(dist));
check_result<value_type>(mode(dist));
check_result<value_type>(standard_deviation(dist));
check_result<value_type>(variance(dist));
check_result<value_type>(hazard(dist, x));
check_result<value_type>(chf(dist, x));
check_result<value_type>(coefficient_of_variation(dist));
check_result<value_type>(skewness(dist));
check_result<value_type>(kurtosis(dist));
check_result<value_type>(kurtosis_excess(dist));
check_result<value_type>(median(dist));
//
// we can't actually test that at std::pair is returned from these
// because that would mean including some std lib headers....
//
range(dist);
support(dist);
check_result<value_type>(cdf(dist, f));
check_result<value_type>(cdf(complement(dist, f)));
check_result<value_type>(pdf(dist, f));
check_result<value_type>(quantile(dist, f));
check_result<value_type>(quantile(complement(dist, f)));
check_result<value_type>(hazard(dist, f));
check_result<value_type>(chf(dist, f));
check_result<value_type>(cdf(dist, d));
check_result<value_type>(cdf(complement(dist, d)));
check_result<value_type>(pdf(dist, d));
check_result<value_type>(quantile(dist, d));
check_result<value_type>(quantile(complement(dist, d)));
check_result<value_type>(hazard(dist, d));
check_result<value_type>(chf(dist, d));
check_result<value_type>(cdf(dist, l));
check_result<value_type>(cdf(complement(dist, l)));
check_result<value_type>(pdf(dist, l));
check_result<value_type>(quantile(dist, l));
check_result<value_type>(quantile(complement(dist, l)));
check_result<value_type>(hazard(dist, l));
check_result<value_type>(chf(dist, l));
check_result<value_type>(cdf(dist, i));
check_result<value_type>(cdf(complement(dist, i)));
check_result<value_type>(pdf(dist, i));
check_result<value_type>(quantile(dist, i));
check_result<value_type>(quantile(complement(dist, i)));
check_result<value_type>(hazard(dist, i));
check_result<value_type>(chf(dist, i));
unsigned long li = 1;
check_result<value_type>(cdf(dist, li));
check_result<value_type>(cdf(complement(dist, li)));
check_result<value_type>(pdf(dist, li));
check_result<value_type>(quantile(dist, li));
check_result<value_type>(quantile(complement(dist, li)));
check_result<value_type>(hazard(dist, li));
check_result<value_type>(chf(dist, li));
}
inline RealType kurtosis(const hypergeometric_distribution<RealType, Policy>& dist)
{
return kurtosis_excess(dist) + 3;
} // RealType kurtosis_excess(const hypergeometric_distribution<RealType, Policy>& dist)
