computemixdist: Computing non-parametric mixing distribution

In xiangjiexue/npfixedcompR: Non-parametric estimation of mixing distribution with possibily fixed components

Description

Computing non-parametric mixing distribution

Usage

computemixdist(x, ...)

Arguments

x	a object from implemented family generated by makeobject.
...	parameters above passed to the specific method

Details

The full list of implemented family is in makeobject.

The avaliable parameters are listed as follows:

• mix: The initial proper mixing distribution

• tol: tolerance to stop the code

• maxiter: maximum iterations allowed.

• verbose: logical; whether to print the intermediate results.

This function essentially calls the class method in the object.

Examples

data = rnorm(500, c(0, 2))
pi0 = 0.5
x = makeobject(data, pi0 = pi0, method = "npnormll")
computemixdist(x)
x = makeobject(data, pi0 = pi0, method = "npnormllw")
computemixdist(x)
x = makeobject(data, pi0 = pi0, method = "npnormcvm")
computemixdist(x)
x = makeobject(data, pi0 = pi0, method = "npnormcvmw")
computemixdist(x)
x = makeobject(data, pi0 = pi0, method = "npnormad")
computemixdist(x)
x = makeobject(data, pi0 = pi0, method = "nptll")
computemixdist(x)

xiangjiexue/npfixedcompR documentation built on Jan. 1, 2021, 11:39 p.m.