[−][src]Crate rstat
Probability distributions and statistics in Rust with integrated fitting routines, convolution support and mixtures.
Modules
| bivariate | A collection of bivariate (i.e. pair output) distributions. |
| builder | A collection of traits for generalised construction of distributions. |
| fitting | |
| linalg | |
| metrics | |
| multivariate | A collection of multivariate (i.e. multiple output) distributions. |
| normal | A generalised implementation of the multivariate Normal distribution. |
| params | |
| statistics | |
| univariate | A collection of univariate (i.e. scalar output) distributions. |
Structs
| InvalidProbabilityError | |
| InvalidSimplexError | |
| Mixture | Probability distribution derived from a linear sum of random variables. |
| Probability | Type representing the probability an event. |
| Sampler | Iterator for drawing random samples from a distribution. |
| SimplexVector | Probability vector constrainted to the unit simplex. |
| UnitSimplex | Utility for sampling from a unit \(K\)-simplex. |
Traits
| ContinuousDistribution | Trait for distributions with an absolutely continuous CDF. |
| Convolution | Trait for distributions that support the convolve operation. |
| DiscreteDistribution | Trait for distributions over a countable
|
| Distribution | Trait for probability distributions with a well-defined CDF. |
Functions
| params_of | |
| support_of |
Type Definitions
| Sample | Type alias for the sample type of a distribution. |