AdequacyModel: Adequacy of Probabilistic Models and General Purpose Optimization

Paper (Plos One): https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0221487

The main application concerns to a new robust optimization package with two major contributions. The first contribution refers to the assessment of the adequacy of probabilistic models through a combination of several statistics, which measure the relative quality of statistical models for a given data set. The second one provides a general purpose optimization method based on meta-heuristics functions for maximizing or minimizing an arbitrary objective function.

See package website: https://prdm0.github.io/AdequacyModel/.

Installation

install.packages("AdequacyModel")

or

devtools::install_github(repo = "prdm0/AdequacyModel", ref = "v2.0.0")

A package manual may be found at: https://cran.r-project.org/web/packages/AdequacyModel/AdequacyModel.pdf. The versions of the AdequacyModel package are separated by tags.

CRAN Project: https://CRAN.R-project.org/package=AdequacyModel.