summary.mixEM {mixtools} | R Documentation |
Summarizing EM mixture model fits
Description
summary
method for class mixEM
.
Usage
## S3 method for class 'mixEM'
summary(object, digits=6, ...)
Arguments
object |
an object of class |
digits |
Significant digits for printing values |
... |
further arguments passed to |
Details
summary.mixEM
prints parameter estimates for
each component of a fitted mixture model.
The estimates printed vary with the type of model.
Value
The function summary.mixEM
prints the final loglikelihood
value at the solution as well as a matrix of values for each component
that could include:
lambda |
The estimated mixing weights |
mu |
The estimated mean parameters |
sigma |
The estimated standard deviations |
theta |
The estimated multinomial parameters |
beta |
The estimated regression parameters |
See Also
normalmixEM
,
logisregmixEM
,
multmixEM
,
mvnormalmixEM
,
poisregmixEM
,
regmixEM
,
regmixEM.lambda
,
regmixEM.loc
,
regmixEM.mixed
,
regmixEM.chgpt
,
repnormmixEM
,
expRMM_EM
,
weibullRMM_SEM
Examples
data(faithful)
attach(faithful)
set.seed(100)
out <- normalmixEM(waiting, mu=c(50,80), sigma=c(5,5), lambda=c(.5,.5))
summary(out)