Crate lace_stats 

Re-exports

pub use lace_consts::rv;

Modules

assignment

Data structures for assignments of items to components (partitions)

dist

integrate

mat

mh

prior

prior_process

seq

test

uncertainty

Macros

validate_assignment

Validates assignments if the LACE_NOCHECK is not set to "1".

Structs

EmpiricalCdf

SimplexPoint

A point on the N-Simplex

Enums

MixtureType

Enum describing the types of mixture models that can be constructed from Lace column models.

SimplexPointError

Describes invalid simplex points

Traits

L2Norm

MixtureJsd

Compute the Jensen-Shannon divergence of all Components of a Mixture

PairwiseKl

Compute pairwise KL divergence on collections of probability distributions

QmcEntropy

Trait supporting the estimation of join entropies from Quasi Monte Carlo sequences.

SampleError

UpdatePrior

Trait defining methods to update prior hyperparameters

Functions

uvec_to_simplex

Convert a N-length vector xs = {x₁, …, x_n : x_i ~ U(0, 1)} to a point on the N-simplex