plot.bmixgamma: Plot function for 'S3' class '"bmixgamma"'

In bmixture: Bayesian Estimation for Finite Mixture of Distributions

Description

Visualizes the results for function bmixgamma.

Usage

## S3 method for class 'bmixgamma'
plot( x, ... )

Arguments

x	An object of S3 class "bmixgamma", from function bmixgamma.
...	System reserved (no specific usage).

Author(s)

Reza Mohammadi [e-mail]

See Also

bmixgamma

Examples

## Not run: 
# simulating data from mixture of gamma with two components
n      = 500 # number of observations
weight = c( 0.6, 0.4 )
alpha  = c( 12 , 1   )
beta   = c( 3  , 2   )

data <- rmixgamma( n = n, weight = weight, alpha = alpha, beta = beta )
  
# plot for simulation data    
hist( data, prob = TRUE, nclass = 50, col = "gray" )
  
x     = seq( 0, 10, 0.05 )
truth = dmixgamma( x, weight, alpha, beta )
      
lines( x, truth, lwd = 2 )
  
# Runing bdmcmc algorithm for the above simulation data set      
bmixgamma.obj <- bmixgamma( data )
    
plot( bmixgamma.obj )

## End(Not run)

Example output

Loading required package: BDgraph
Loading required package: Matrix
Loading required package: igraph

Attaching package: 'igraph'

The following objects are masked from 'package:stats':

    decompose, spectrum

The following object is masked from 'package:base':

    union


Attaching package: 'BDgraph'

The following object is masked from 'package:igraph':

    compare

 Iteration  100                 
 Iteration  200                 
 Iteration  300                 
 Iteration  400                 
 Iteration  500                 
 Iteration  600                 
 Iteration  700                 
 Iteration  800                 
 Iteration  900                 
 Iteration  1000                 
 1000 iteration done.                                

bmixture documentation built on May 11, 2021, 5:08 p.m.