marg.list: lists of marginal sets

In hmmm: Hierarchical Multinomial Marginal Models

lists of marginal sets

Description

An easy option to define the first input argument marg of the function ‘hmmm.model’ which specifies the list of marginal sets of a hmm model.

Usage

marg.list(all.m, sep = "-", mflag = "marg")

Arguments

all.m	A character vector with one element for every marginal set, see below
sep	The separator used between logits type, default "-"
mflag	The symbol used to denote variables that are marginalized, default "marg"

Details

all.m is a string indicating the logit types used to build the interactions in each marginal set. For each variable in the marginal set the corresponding logit symbol is inserted ("b" baseline, "g" global, "c" continuation, "rc" reverse continuation, "r" recursive, "l" local). Symbols are separated by sep and the variables not included in the marginal set are denoted by mflag. So, for example, "marg-g-c" indicates a marginal set involving variables 2, 3 with global and continuation logits respectively.

Value

The list marg used as first input argument in ‘hmmm.model’ – see the function ‘hmmm.model’.

Note

This function creates the complete list of the interactions that can be defined in a marginal set. Therefore, it cannot be used to specify only the interactions subject to inequality constraints. When inequalities are involved in the model, marginal sets and types of logits are declared as illustrated in the details of function ‘hmmm.model’.

References

Colombi R, Giordano S, Cazzaro M (2014) hmmm: An R Package for hierarchical multinomial marginal models. Journal of Statistical Software, 59(11), 1-25, URL http://www.jstatsoft.org/v59/i11/.

See Also

hmmm.model

Examples

data(madsen)
marginals<-c("m-m-b-b","g-m-b-b","m-g-b-b","g-g-b-b")
margi<-marg.list(marginals,mflag="m")
names<-c("Inf","Sat","Co","Ho")
model<-hmmm.model(marg=margi,lev=c(3,3,2,4),names=names)
print(model)

hmmm documentation built on May 29, 2024, 8:24 a.m.