| Name : R-poems
| |
| Version : 1.0.4
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.5.5
| Date : 2024-06-14 11:17:33
|
| Group : Development/Libraries/Other
| Source RPM : R-poems-1.0.4-lp153.5.5.src.rpm
|
| Size : 3.88 MB
| |
| Packager : (none)
| |
| Summary : Pattern-Oriented Ensemble Modeling System
|
Description :
The poems package provides a framework of interoperable R6 classes
(Chang, 2020, < https://CRAN.R-project.org/package=R6>) for building
ensembles of viable models via the pattern-oriented modeling (POM)
approach (Grimm et al., 2005, < doi:10.1126/science.1116681>). The
package includes classes for encapsulating and generating model
parameters, and managing the POM workflow. The workflow includes: model
setup; generating model parameters via Latin hyper-cube sampling (Iman
& Conover, 1980, < doi:10.1080/03610928008827996>); running multiple
sampled model simulations; collating summary results; and validating
and selecting an ensemble of models that best match known patterns. By
default, model validation and selection utilizes an approximate
Bayesian computation (ABC) approach (Beaumont et al., 2002,
< doi:10.1093/genetics/162.4.2025>), although alternative user-defined
functionality could be employed. The package includes a spatially
explicit demographic population model simulation engine, which
incorporates default functionality for density dependence, correlated
environmental stochasticity, stage-based transitions, and
distance-based dispersal. The user may customize the simulator by
defining functionality for translocations, harvesting, mortality, and
other processes, as well as defining the sequence order for the
simulator processes. The framework could also be adapted for use with
other model simulators by utilizing its extendable (inheritable) base
classes.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
