Normal distribution

mpsci.distributions.normal.cdf(x, mu=0, sigma=1)

Normal distribution cumulative distribution function.

mpsci.distributions.normal.entropy(mu=0, sigma=1)

Differential entropy of the normal distribution.

mpsci.distributions.normal.invcdf(p, mu=0, sigma=1)

Normal distribution inverse CDF.

This function is also known as the quantile function or the percent point function.

mpsci.distributions.normal.invsf(p, mu=0, sigma=1)

Inverse of the survival function of the normal distribution.

mpsci.distributions.normal.logpdf(x, mu=0, sigma=1)

Logarithm of the PDF of the normal distribution.

mpsci.distributions.normal.mle(x)

Normal distribution maximum likelihood parameter estimation.

Returns (mu, sigma).

mpsci.distributions.normal.pdf(x, mu=0, sigma=1)

Normal distribution probability density function.

mpsci.distributions.normal.sf(x, mu=0, sigma=1)

Normal distribution survival function.

mpsci.distributions.normal.support(mu=0, sigma=1)

Support of the normal distribution.