Package index

Scalar-on-Function Regression (SoFR)

Model a scalar outcome as a function of one or more functional predictors.

sofr_bayes()

Bayesian Scalar-on-Function Regression

Function-on-Scalar Regression (FoSR)

Model a functional outcome as a function of scalar predictors.

fosr_bayes()

Bayesian Function-on-Scalar Regression

Function-on-Function Regression (FoFR)

Model a functional outcome as a function of functional (and optional scalar) predictors.

fofr_bayes()

Bayesian Function-on-Function Regression

Functional Cox Regression (FCox)

Survival model with functional predictors and right-censored outcomes.

fcox_bayes()

Bayesian Functional Cox Regression

Functional Principal Component Analysis (FPCA)

Bayesian FPCA decomposition of a functional outcome.

fpca_bayes()

Bayesian Functional Principal Component Analysis

Post-fitting

Methods for summarising and plotting fitted models.

summary(<refundBayes>)

Generate the summary table for the Bayesian model

plot(<refundBayes>)

Plot the estimated functional coefficients with the corresponding credible interval(s).