rebmix (version 2.7.2)

summary.boot.REBMIX: Prints Univariate or Multivariate boot.REBMIX Summary

Description

Returns the summary output for class boot.REBMIX.

Usage

## S3 method for class 'boot.REBMIX':
summary(object, ...)

Arguments

object

an object of class boot.REBMIX.

...

further arguments to print.

Examples

## Generate and print simulated dataset.

Theta <- rbind(pdf = rep("normal", 4),
  theta1 = c(1, 3, 6, 9),
  theta2 = c(0.1, 0.2, 0.3, 0.4))

simulated <- RNGMIX(Dataset = "simulated",
  rseed = -1,
  n = c(10, 20, 30, 40),
  Theta = Theta)

## Estimate number of components, component weights and component parameters.

simulatedest <- REBMIX(Dataset = simulated$Dataset, 
  Preprocessing = "histogram", 
  cmax = 8, 
  Criterion = "AIC", 
  Variables = "continuous",
  pdf = "normal", 
  K = 30:40)

## Bootstrap finite mixture and print summary.  

simulatedboot <- boot.REBMIX(x = simulatedest, B = 20)

summary(simulatedboot)