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Package: mvgam | ||
Title: Multivariate (Dynamic) Generalized Additive Models | ||
Version: 1.1.0 | ||
Date: 2024-03-26 | ||
Date: 2024-05-01 | ||
Authors@R: | ||
person("Nicholas J", "Clark", , "[email protected]", role = c("aut", "cre"), | ||
comment = c(ORCID = "0000-0001-7131-3301")) | ||
Description: Fit Bayesian Dynamic Generalised Additive Models to sets of time series. | ||
Description: Fit Bayesian Dynamic Generalized Additive Models to sets of time series. | ||
The primary purpose of the package is to build dynamic nonlinear models that incorporate | ||
the flexibility of GAMs in observation and process components of State-Space models. | ||
semiparametric effects in observation and process components of State-Space models. | ||
Estimation is performed using Markov Chain Monte Carlo | ||
with Hamiltonian Monte Carlo in the software 'Stan'. | ||
References: Clark & Wells (2022) <doi:10.1111/2041-210X.13974>. | ||
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* DESCRIPTION has been shortened appropriately | ||
* Missing Rd tags have been added for all exported functions | ||
* Examples that previously used non-exported functions have been fixed | ||
* \dontrun has been replaced with \donttest throughout, but note that many of these examples take some time to run due to the need for Stan models to compile. Using `--run-donttest`, the examples take between 28 and 40 minutes, depending on the test environment. A very similar R package that is on CRAN ('brms') sticks to the \dontrun convention because of this | ||
* `\dontrun` has been replaced with `\donttest` throughout, but note that many of these examples take some time to run due to the need for 'Stan' models to compile. Using `--run-donttest`, the examples take between 38 and 50 minutes, depending on the test environment. A very similar R package that is on CRAN ('brms') sticks to the `\dontrun` convention because of this | ||
* `cat()` has been replaced with `message()` throughout | ||
* `onexit()` has been used as suggested to ensure the user's `par` is not changed | ||
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## Test environments | ||
* Windows install: R 4.3.1 | ||
* win-builder: R-devel | ||
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* macOS-latest: R-release | ||
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## R CMD check results | ||
* There were no ERRORs or WARNINGs. There were 2 NOTEs due to listing `cmdstanr` in Suggests. This package is not a dependency but provides an additional backend option for users to select when fitting 'Stan' models, if they wish. A similar package that has been available on CRAN for quite some time ('brms') uses the same convention. | ||
* There were no ERRORs or WARNINGs. There were 2 NOTEs due to listing 'cmdstanr' in Suggests. This package is not a dependency but provides an additional backend option for users to select when fitting 'Stan' models, if they wish. A similar package that has been available on CRAN for quite some time ('brms') uses the same convention. | ||
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Maintainer: 'Nicholas J Clark <[email protected]>' |
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