mcmc-0.4.0.0: 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 \(m\).

-> Double

Standard deviation \(s\).

-> PName

Name.

-> PWeight

Weight.

-> Tune

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 \(m \in (0, 1)\) loosely determines the standard deviations of the individual humps while the second parameter \(s > 0\) 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.

-> PName

Name.

-> PWeight

Weight.

-> Tune

Enable tuning.

-> Proposal Double 

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