Description Usage Arguments Details Author(s) References Examples
Function meanCompound calculates mean value of the random variable X.
1 | meanCompound(parent,compound,compoundDist,params,...)
|
parent |
name of the parent distribution. It can be any continuous distribution supported by R. |
compound |
name of the compound distribution. It can be any discrete distribution supported by this package. |
compoundDist |
list of available compounding distributions |
params |
Parameter or list of parameters of compounding distribution. |
... |
Parameters of continuous distribution could be provided as additional parameters. |
Parameters of the parent distribution must be provided in the same way as it is in built in R functions. See http://127.0.0.1:23174/library/stats/html/Distributions.html
S. Nadarajah, B. V. Popovic, M. M. Ristic
S. Nadarajah, B.V. Popovic, M.M. Ristic (2012) Compounding: an R package for computing continuous distributions obtained by compounding a continuous and a discrete distribution, Computational Statistics, DOI 10.1007/s00180-012-0336-y, http://www.springerlink.com/content/6r464013w6mp3545/
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 | compoundDist <- c("geometric","poisson","negativebinomial","binomial",
"logarithmic","binomialbinomial","binomialpoisson",
"poissonbinomial","neymantypea","polyaaeppli",
"poissonpascal","pascalpoisson",
"logarithmicbinomial","logarithmicpoisson",
"poissonlindley",
"hyperpoisson","yule","waring","kattitypeh1",
"kattitypeh2","neymantypeb","neymantypec",
"hypergeometric","thomas")
parentD<-"beta"
compoundD<-"hypergeometric"
params<-c(3,2,0.5)
meanCompound(parentD,compoundD,compoundDist,params,shape1=2,shape2=0.3)
## The function is currently defined as
meanCompound <- function(parent,compound,compoundDist,params,...) {
if (!exists(paste("p",parent,sep=""))) {
return(paste("The parent distribution",parent,"doesn't exist"))
}
if (!is.element(compound,compoundDist)) {
return(paste("The discrete distribution",compound,"doesn't exist"))
}
return(momentCompound(1,parent,compound,compoundDist,params,...))
}
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