Bayesian Constrained Generalised Linear Models
Fitting Bayesian Constrained Generalised Additive Models
3D plots for bcgam fits
2D plots for bcgam fits
Predict method for bcgam fits
Specify a smooth and concave shape-restriction in a bcgam formula
Specify a smooth and convex shape-restriction in a bcgam formula
Specify a smooth, decreasing and concave shape-restriction in a `bcgam...
Specify a smooth, decreasing and convex shape-restriction in a bcgam...
Specify a smooth and decreasing shape-restriction in a bcgam formula
Specify a smooth, increasing and concave shape-restriction in a `bcgam...
Specify a smooth, increasing and convex shape-restriction in a bcgam...
Specify a smooth and increasing shape-restriction in a bcgam formula
Summarizing bcgam fits
Fits generalised partial linear regression models using a Bayesian approach, where shape and smoothness constraints are imposed on nonparametrically modelled predictors through shape-restricted splines, and no constraints are imposed on optional parametrically modelled covariates. See Meyer et al. (2011) <doi/10.1080/10485252.2011.597852> for more details. IMPORTANT: before installing 'bcgam', you need to install 'Rtools' (Windows) or 'Xcode' (Mac OS X). These are required for the correct installation of 'nimble' (<https://r-nimble.org/download>).