Available Univariate Distributions
Available Univariate Distributions#
The table below lists all the available univariate distribution types used
to construct UnivDist instances. UnivDist are used to represent the
univariate marginals of a (possibly, multivariate) probabilistic input model.
Name |
Keyword value for |
Notation |
Support |
Number of parameters |
|---|---|---|---|---|
|
\(\mathrm{Beta}(\alpha, \beta, a, b)\) |
\([a, b], \; a, b \in \mathbb{R}\) |
4 |
|
|
\(\mathcal{E}(\lambda)\) |
\([0, \infty)\) |
1 |
|
|
\(\mathrm{Gumbel}(\mu, \beta)\) |
\((-\infty, \infty)\) |
2 |
|
|
\(\mathcal{N}_{\mathrm{logit}}(\mu, \sigma)\) |
\((0, 1)\) |
2 |
|
|
\(\mathcal{N}_{\mathrm{log}} (\mu, \sigma)\) |
\((0, \infty)\) |
2 |
|
|
\(\mathcal{N}(\mu, \sigma)\) |
\((-\infty, \infty)\) |
2 |
|
|
\(\mathcal{T}_r(a, b, c)\) |
\([a, b], \; a, b \in \mathbb{R}\) |
3 |
|
|
\(\mathrm{Gumbel}_{\mathrm{Tr}}(\mu, \beta, a, b)\) |
\([a, b], \; a, b \in \mathbb{R}\) |
4 |
|
|
\(\mathcal{N}_{\mathrm{Tr}}(\mu, \sigma, a, b)\) |
\([a, b], \; a, b \in \mathbb{R}\) |
4 |
|
|
\(\mathcal{U}(a, b)\) |
\([a, b], \; a, b \in \mathbb{R}\) |
2 |