summary.FDfitted {FlexDir} | R Documentation |
Summary Method for FDfitted Objects
Description
This method summarizes the results of FD.estimation
, adding also information from the functions FD.stddev
and FD.aicbic
.
Usage
## S3 method for class 'FDfitted'
summary(object, ...)
Arguments
object |
an object of class FDfitted, usually the result of |
... |
additional arguments |
Value
A list composed by:
par
Estimated parameter vector
sd
Vector of the estimated standard deviations
goodness
Vector containing LogLikelihood, AIC and BIC
References
Ongaro, A. and Migliorati, S. (2013) A generalization of the Dirichlet distribution. Journal of Multivariate Analysis, 114, 412–426.
Migliorati, S., Ongaro, A. and Monti, G. S. (2016) A structured Dirichlet mixture model for compositional data: inferential and applicative issues. Statistics and Computing, doi:10.1007/s11222-016-9665-y.
See Also
FD.estimation
, FD.stddev
, FD.aicbic
Examples
data <- FD.generate(n=20,a=c(12,7,15),p=c(0.3,0.4,0.3),t=8)
data
results <- FD.estimation(data, normalize=TRUE,iter.initial.SEM = 5,iter.final.EM = 10)
results
summary(results)
[Package FlexDir version 1.0 Index]