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MCMCglmm (version 2.29)

MCMC Generalised Linear Mixed Models

Description

MCMC Generalised Linear Mixed Models.

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Version

Install

install.packages('MCMCglmm')

Monthly Downloads

6,975

Version

2.29

License

GPL (>= 2)

Maintainer

Jarrod Hadfield

Last Published

April 24th, 2019

Functions in MCMCglmm (2.29)

buildV

Forms expected (co)variances for GLMMs fitted with MCMCglmm
at.level

Incidence Matrix of Levels within a Factor
gelman.prior

Prior Covariance Matrix for Fixed Effects.
commutation

Commutation Matrix
sir

Design Matrix for Simultaneous and Recursive Relationships between Responses
posterior.ante

Posterior distribution of ante-dependence parameters
plotsubspace

Plots covariance matrices
sm2asreml

Converts sparseMatrix to asreml's giv format
inverseA

Inverse Relatedness Matrix and Phylogenetic Covariance Matrix
knorm

(Mixed) Central Moments of a Multivariate Normal Distribution
SShorns

Horn type and genders of Soay Sheep
PlodiaRB

Resistance (as a binary trait) of Indian meal moth caterpillars to the granulosis virus PiGV.
dcmvnorm

Density of a (conditional) multivariate normal variate
me

Design Matrix for Measurement Error Model
Tri2M

Lower/Upper Triangle Elements of a Matrix
mult.memb

Design Matrices for Multiple Membership Models
Dexpressions

List of unevaluated expressions for (mixed) partial derivatives of fitness with respect to linear predictors.
posterior.cor

Transforms posterior distribution of covariances into correlations
krzanowski.test

Krzanowski's Comparison of Subspaces
Ptensor

Tensor of Sample (Mixed) Central Moments
evalDtensor

Evaluates a list of (mixed) partial derivatives
posterior.evals

Posterior distribution of eigenvalues
posterior.inverse

Posterior distribution of matrix inverse
at.set

Incidence Matrix of Combined Levels within a Factor
posterior.mode

Estimates the marginal parameter modes using kernel density estimation
rIW

Random Generation from the Conditional Inverse Wishart Distribution
kunif

Central Moments of a Uniform Distribution
rbv

Random Generation of MVN Breeding Values and Phylogenetic Effects
path

Design Matrix for Path Analyses
rtnorm

Random Generation from a Truncated Normal Distribution
list2bdiag

Forms the direct sum from a list of matrices
predict.MCMCglmm

Predict method for GLMMs fitted with MCMCglmm
residuals.MCMCglmm

Residuals form a GLMM fitted with MCMCglmm
prunePed

Pedigree pruning
simulate.MCMCglmm

Simulate method for GLMMs fitted with MCMCglmm
plot.MCMCglmm

Plots MCMC chains from MCMCglmm using plot.mcmc
summary.MCMCglmm

Summarising GLMM Fits from MCMCglmm
spl

Orthogonal Spline Design Matrix
rtcmvnorm

Random Generation from a Truncated Conditional Normal Distribution
Ddivergence

d-divergence
Dtensor

Tensor of (mixed) partial derivatives
KPPM

Kronecker Product Permutation Matrix
MCMCglmm

Multivariate Generalised Linear Mixed Models
MCMCglmm-package

Multivariate Generalised Linear Mixed Models
PlodiaPO

Phenoloxidase measures on caterpillars of the Indian meal moth.
PlodiaR

Resistance of Indian meal moth caterpillars to the granulosis virus PiGV.
BTdata

Blue Tit Data for a Quantitative Genetic Experiment
BTped

Blue Tit Pedigree