predictContinuous {CopulaGAMM}

Conditional expectation for a copula-based estimation of mixed regression models for continuous response

Description

Compute the conditional expectation of a copula-based 2-level hierarchical model for continuous response.

Usage

predictContinuous(object, newdata = NULL, nq = 25)

Arguments

object

Object of class “EstContinuous“ generated by EstContinuous.

newdata

List of variables for be predicted (“clu“ for clusters, “xc“ for the copula covariates, and “xm“ for the margins covariates). The covariates can be NULL.

nq

number of nodes and weighted for Gaussian quadrature of the product of conditional copulas; default is 25.

Value

mest

Conditional expectations

Author(s)

Pavel Krupskii and Bruno N. Remillard, January 20, 2023

References

Krupskii, Nasri & Remillard (2023). On factor copula-based mixed regression models

Examples

data(out.normal)
newdata=list(clu=c(1:50),xm=rep(0.4,50))
pred= predictContinuous(out.normal,newdata)