orderplot {BMA}R Documentation

Orderplot of iBMA objects


This function displays a plot showing the selection and rejection of variables being considered in an iterated Bayesian model averaging variable selection procedure.


orderplot(x, ...)



an object of type iBMA.glm, iBMA.bicreg, iBMA.surv, iBMA.intermediate.glm, iBMA.intermediate.bicreg or iBMA.intermediate.surv.


other parameters to be passed to plot.default


The x-axis represents iterations, the y-axis variables. For each variable, a dot in the far left indicates that the variable has not yet been examined, a black line indicates the variable has been examined and dropped, the start of the line represents when the variable was first examined, the end represents when the variable was dropped. A blue line represents a variable that is still in the selected set of variables. If the iterations have completed then the blue lines end with blue dots, representing the final set of variables selected.


Ian Painter ian.painter@gmail.com

See Also

summary.iBMA.glm, iBMA


## Not run: 
############ iBMA.glm
 y<- birthwt$lo
 x<- data.frame(birthwt[,-1])
 x$race<- as.factor(x$race)
 x$ht<- (x$ht>=1)+0
 x<- x[,-9]
 x$smoke <- as.factor(x$smoke)
 x$ptl<- as.factor(x$ptl)
 x$ht <- as.factor(x$ht)
 x$ui <- as.factor(x$ui)

### add 41 columns of noise
noise<- matrix(rnorm(41*nrow(x)), ncol=41)
colnames(noise)<- paste('noise', 1:41, sep='')
x<- cbind(x, noise)

iBMA.glm.out<- iBMA.glm(x, y,  glm.family="binomial", factor.type=FALSE, 
                        verbose = TRUE, thresProbne0 = 5 )

## End(Not run)

[Package BMA version 3.18.17 Index]