Logistic

greybox.distributions.dlogis(q, loc=0, scale=1, log=False)

Logistic distribution density.

Parameters:

• q (array_like) – Quantiles.

• loc (float) – Location parameter.

• scale (float) – Scale parameter.

• log (bool) – If True, return log-density.

Returns:

Density values.

Return type:

array

greybox.distributions.plogis(y, loc=0.0, scale=1.0, log=False, lower_tail=True)

Logistic distribution CDF.

Parameters:

• y (array_like) – Quantiles.

• loc (float) – Location parameter.

• scale (float) – Scale parameter.

• log (bool) – If True, return log-CDF.

• lower_tail (bool) – If True, return lower tail probability.

Returns:

CDF values.

Return type:

array

greybox.distributions.qlogis(p, loc=0, scale=1)

Logistic distribution quantile function.

Parameters:

• p (array_like) – Probabilities.

• loc (float) – Location parameter.

• scale (float) – Scale parameter.

Returns:

Quantile values.

Return type:

array

greybox.distributions.rlogis(n, loc=0, scale=1)

Logistic distribution random number generation.

Parameters:

• n (int) – Number of observations.

• loc (float) – Location parameter.

• scale (float) – Scale parameter.

Returns:

Random values.

Return type:

array