Cauchy Distribution

mpsci.distributions.cauchy.cdf(x, loc=0, scale=1)

Cumulative distribution function of the Cauchy distribution.

mpsci.distributions.cauchy.entropy(loc=0, scale=1)

Entropy of the Cauchy distribution.

The entropy is log(4*pi*scale).

mpsci.distributions.cauchy.invcdf(p, loc=0, scale=1)

Quantile function of the Cauchy distribution.

mpsci.distributions.cauchy.invsf(p, loc=0, scale=1)

Inverse of the survival function of the Cauchy distribution.

mpsci.distributions.cauchy.logpdf(x, loc=0, scale=1)

Natural log of the PDF of the Cauchy distribution.

mpsci.distributions.cauchy.mean(loc=0, scale=1)

Mean of the Cauchy distribution.

The return value is always nan.

mpsci.distributions.cauchy.pdf(x, loc=0, scale=1)

Probability density function of the Cauchy distribution.

mpsci.distributions.cauchy.sf(x, loc=0, scale=1)

Survival function of the Cauchy distribution.

mpsci.distributions.cauchy.support(loc=0, scale=1)

Support of the Cauchy distribution.

mpsci.distributions.cauchy.var(loc=0, scale=1)

Variance of the Cauchy distribution.

The return value is always nan.