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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>).
| Version: | 1.0 |
| Depends: | R (≥ 3.2.2), nimble (≥ 0.6-9) |
| Imports: | stats, graphics, igraph, coda |
| Suggests: | testthat |
| Published: | 2018-03-18 |
| Author: | Cristian Oliva-Aviles [aut, cre], Mary C. Meyer [aut] |
| Maintainer: | Cristian Oliva-Aviles <coliva at colostate.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| SystemRequirements: | Rtools (>= 3.3) for Windows, Xcode (>= 9.0) for Mac OS X |
| CRAN checks: | bcgam results |
| Reference manual: | bcgam.pdf |
| Package source: | bcgam_1.0.tar.gz |
| Windows binaries: | r-devel: bcgam_1.0.zip, r-release: bcgam_1.0.zip, r-oldrel: bcgam_1.0.zip |
| macOS binaries: | r-release (arm64): bcgam_1.0.tgz, r-oldrel (arm64): bcgam_1.0.tgz, r-release (x86_64): bcgam_1.0.tgz, r-oldrel (x86_64): bcgam_1.0.tgz |
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