mcmc-0.2.4: Sample from a posterior using Markov chain Monte Carlo

Copyright(c) Dominik Schrempf 2020
LicenseGPL-3.0-or-later
Maintainerdominik.schrempf@gmail.com
Stabilityunstable
Portabilityportable
Safe HaskellNone
LanguageHaskell2010

Mcmc.Proposal.Bactrian

Description

Creation date: Thu Jun 25 15:49:48 2020.

See https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3845170/.

Synopsis

Documentation

slideBactrian Source #

Arguments

:: Double

Spike parameter.

-> Double

Standard deviation.

-> String

Name.

-> Int

Weight.

-> Bool

Enable tuning.

-> Proposal Double 

Additive symmetric proposal with kernel similar to the silhouette of a Bactrian camel.

The Bactrian kernel is a mixture of two symmetrically arranged normal distributions. The spike parameter loosely determines the standard deviations of the individual humps while the second parameter refers to the standard deviation of the complete Bactrian kernel.

See https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3845170/.

scaleBactrian Source #

Arguments

:: Double

Spike parameter.

-> Double

Standard deviation.

-> String

Name.

-> Int

Weight.

-> Bool

Enable tuning.

-> Proposal Double 

Multiplicative proposal with kernel similar to the silhouette of a Bactrian camel. See slideBactrian.