An implementation of the method proposed in Lund and Hansen (2018) for fitting 3-dimensional dynamical array models. The implementation is based on the glamlasso package, see Lund et al. (2017) <doi:10.1080/10618600.2017.1279548>, for efficient design matrix free lasso regularized estimation in a generalized linear array model. The implementation uses a block relaxation scheme to fit each individual component in the model using functions from the glamlasso package.
| Version: | 1.0 |
| Depends: | glamlasso (≥ 3.0), abind, MortalitySmooth |
| Imports: | Rcpp (≥ 0.12.12) |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2018-02-23 |
| Author: | Adam Lund |
| Maintainer: | Adam Lund <adam.lund at math.ku.dk> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | dynamo results |
| Reference manual: | dynamo.pdf |
| Package source: | dynamo_1.0.tar.gz |
| Windows binaries: | r-devel: dynamo_1.0.zip, r-release: dynamo_1.0.zip, r-oldrel: dynamo_1.0.zip |
| macOS binaries: | r-release: dynamo_1.0.tgz, r-oldrel: dynamo_1.0.tgz |
| Old sources: | dynamo archive |
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