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Bayesian copula sampler

Metropolis-within-Gibbs sampler for the Bayesian Gaussian copula endogeneity correction of Haschka (2025).

CopRegBAYES()
Bayesian Gaussian copula endogeneity correction

Checking the identifying assumptions

Identification and convergence checks for a fitted sampler.

validity(<copregbayes>) print(<copregbayes.validity>)
Identification and convergence checks for a copregbayes fit

Working with a fitted model

Extractors and S3 methods for objects returned by CopRegBAYES().

coef(<copregbayes>) vcov(<copregbayes>) nobs(<copregbayes>) formula(<copregbayes>) fitted(<copregbayes>) residuals(<copregbayes>)
Extract components of a copregbayes fit
confint(<copregbayes>)
Credible intervals for a copregbayes fit
plot(<copregbayes>)
Diagnostic plots for a copregbayes fit
predict(<copregbayes>)
Predict from a copregbayes fit
print(<copregbayes>)
Print a copregbayes fit
summary(<copregbayes>) print(<summary.copregbayes>)
Summarise a copregbayes fit

Re-exports

Generics re-exported from endogCopula.

reexports validity
Objects exported from other packages