plot.qbnmix: Plots Selected Outcomes from 'qbnmix' Object.

In dynmix: Estimation of Dynamic Finite Mixtures

Plots Selected Outcomes from qbnmix Object.

Description

The function plots selected outcomes from qbnmix object.

Usage

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

Arguments

x	an object of qbnmix class
...	not used

Details

The function plots a few outcomes from qbnmix object. First, it plots means for each cluster. Then, it plots posterior probabilities for each cluster. Finally, estimates of mixing weights for each cluster.

Examples

R <- list(matrix(c(1,0.3,0,
                   0.3,0.3,0,
                   0,0,0.15),3,3),
          matrix(c(1,0,0,
                   0,0.5,0,
                   0,0,0.2),3,3))
data <- rbind(MASS::mvrnorm(n=180,c(5,2,3),R[[1]]),
              MASS::mvrnorm(n=20,c(1,2,3),R[[2]]))
data <- data[sample(nrow(data)),]
                  
mu0 <- list(matrix(c(4.8689,1.9417,3.0175),nrow=1,ncol=3),
            matrix(c(1.0182,1.9903,2.8847),nrow=1,ncol=3))     
est <- qbnmix(y=data,mu0=mu0)
plot(est)

dynmix documentation built on July 9, 2023, 7:22 p.m.