[−][src]Module rstat::normal
A generalised implementation of the multivariate Normal distribution.
Re-exports
pub use crate::params::Loc; |
Structs
| BvNormal | |
| Covariance | Covariance matrix parameter \(\bm{\Sigma}\). |
| Grad | Gradient of parameters of a Normal distribution. |
| MvNormal | Multivariate Normal distribution with mean \(\bm{\mu}\) and covariance matrix \(\bm{\Sigma}\). |
| PairedNormal | |
| Params | Parameter set for Normal distributions. |
| UvNormal |
Type Definitions
| BivariateCovariance | Bivariate covariance matrix parameter with variance terms \(\sigma_1^2\) and \(\sigma_2^2\), and correlation coefficient \(\rho\). |
| BvNormalGrad | |
| BvNormalParams | |
| DiagonalCovariance | Diagonal covariance matrix parameter \(\mathrm{diag}(\sigma_1^2, \ldots, \sigma_n^2)\). |
| DiagonalNormal | Multivariate Normal distribution with mean \(\bm{\mu}\) and diagonal covariance matrix \(\mathrm{diag}(\sigma_1, \ldots, \sigma_n)\). |
| DiagonalNormalGrad | |
| DiagonalNormalParams | Parameter set for DiagonalNormal. |
| IsotropicCovariance | Isotropic covariance matrix parameter \(\sigma^2\bm{I}\). |
| IsotropicNormal | Multivariate Normal distribution with mean \(\bm{\mu}\) and isotropic covariance matrix \(\sigma^2\bm{I}\). |
| IsotropicNormalGrad | |
| IsotropicNormalParams | Parameter set for IsotropicNormal. |
| MatrixCovariance | Dense covariance matrix parameter \(\bm{\Sigma}\). |
| MvNormalGrad | |
| MvNormalParams | |
| PairedCovariance | Diagonal covariance matrix parameter \(\mathrm{diag}(\sigma_1^2, \sigma_2^2)\) in 2-dimensions. |
| PairedNormalGrad | |
| PairedNormalParams | |
| UvNormalGrad | |
| UvNormalParams |