Various Plots Pertaining to Mixture Model Output Using MCMC Methods
Takes an object of class mixMCMC and returns various graphical output for select mixture models.
## S3 method for class 'mixMCMC'
plot(x, trace.plots = TRUE,
summary.plots = FALSE, burnin = 2000, ...)x |
An object of class |
trace.plots |
If TRUE, trace plots of the various parameters estimated by the MCMC methods is given. |
summary.plots |
Graphics pertaining to certain mixture models. The details are given below. |
burnin |
The values 1 to |
... |
Graphical parameters passed to |
plot.mixMCMC returns trace plots of the various parameters estimated by the MCMC methods for all objects of class
mixMCMC. In addition, other plots may be produced for the following k-component mixture model functions:
regmixMH |
Credible bands for the regression lines in a mixture of linear regressions. See |
## M-H algorithm for NOdata with acceptance rate about 40%.
data(NOdata)
attach(NOdata)
set.seed(100)
beta <- matrix(c(1.3, -0.1, 0.6, 0.1), 2, 2)
sigma <- c(.02, .05)
MH.out <- regmixMH(Equivalence, NO, beta = beta, s = sigma,
sampsize = 2500, omega = .0013)
plot(MH.out, summary.plots = TRUE, burnin = 2450,
alpha = 0.01)Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.