Bayesian Constrained Generalised Linear Models

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) 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' (<>).


Reference manual

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1.0 by Cristian Oliva-Aviles, 3 years ago

Browse source code at

Authors: Cristian Oliva-Aviles [aut, cre] , Mary C. Meyer [aut]

Documentation:   PDF Manual  

GPL (>= 2) license

Imports stats, graphics, igraph, coda

Depends on nimble

Suggests testthat

System requirements: Rtools (>= 3.3) for Windows, Xcode (>= 9.0) for Mac OS X

See at CRAN