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CopulaGAMM (version 0.4.1)

predictContinuous: 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)

Value

mest

Conditional expectations

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.

Author

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

References

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

Examples

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

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