coef.ordinalbayes: Extract Model Coefficients

In ordinalbayes: Bayesian Ordinal Regression for High-Dimensional Data

Extract Model Coefficients

Description

Extract Model Coefficients

Usage

## S3 method for class 'ordinalbayes'
coef(object, method = mean, ...)

Arguments

object	an ordinalbayes object.
method	The default is method=mean which estimates the mean of each parameter in the MCMC chain. Other options are method=median or any other relevant summary function.
...	other arguements.

Value

alpha	Summary estimates for the thresholds
zeta	Summary estimates for the unpenalized covariates. Only available if unpenalized covariates were included in the fitted model.
beta	Summary estimates for the penalized covariates
gamma	Summary estimates for the variable inclusion indicators. Not available when model="lasso"

See Also

ordinalbayes, print.ordinalbayes, summary.ordinalbayes, predict.ordinalbayes

Examples

data("cesc")
fit<-ordinalbayes(Stage~1, data=cesc, x=cesc[,5:45],
         model="regressvi", gamma.ind="fixed", pi.fixed=0.99,
         adaptSteps=1000, burnInSteps=1000, nChains=2,
         numSavedSteps=2000, thinSteps=2, seed=26)
coef(fit)

ordinalbayes documentation built on June 8, 2025, 11:48 a.m.