bcgam: 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) <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 |
| DOI: |
10.32614/CRAN.package.bcgam |
| 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 |
Documentation:
Downloads:
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