diff --git a/DESCRIPTION b/DESCRIPTION index 6795fdf..02797f2 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: EMJMCMC Type: Package -Title: Expert Toolbox for Running (R)(G)MJMCMC for Bayesian Model Selection and Averaging +Title: Evolutionary Mode Jumping Markov Chain Monte Carlo Expert Toolbox Version: 1.5.0 Date: 2024-04-23 Authors@R: @@ -11,11 +11,9 @@ Authors@R: person("Florian", "Frommlet", role = c("ctb")) ) Maintainer: Waldir Leoncio -Description: Implementation of the software from Hubin, A., Storvik, G. (2018) , Hubin, A., Storvik, G., & Frommlet, F. (2020) - Hubin, A., Storvik, G., & Frommlet, F. (2021) , Hubin, A., Frommlet, F., & Storvik, G. (2021) , and Hubin, A., Heinze, G., & De Bin, R. (2023) +Description: Implementation of the Mode Jumping Markov Chain Monte Carlo algorithm from Hubin, A., Storvik, G. (2018) , Genetically Modified Mode Jumping Markov Chain Monte Carlo from Hubin, A., Storvik, G., & Frommlet, F. (2020) , Hubin, A., Storvik, G., & Frommlet, F. (2021) , and Hubin, A., Heinze, G., & De Bin, R. (2023) , and Reversible Genetically Modified Mode Jumping Markov Chain Monte Carlo Hubin, A., Frommlet, F., & Storvik, G. (2021) . which introduced an approach for estimating posterior model - probabilities and Bayesian model averaging and selection with possible - simultaneous feature engineering based on some primitive recursive functions. + probabilities and Bayesian model averaging across a wide set of Bayesian models including linear, generalized linear, generalized linear mixed, generalized nonlinear, generalized nonlinear mixed, and logic regression models. License: GPL Depends: R (>= 3.4.1), bigmemory Imports: glmnet, biglm, hash, BAS, stringi, parallel, methods, speedglm, stats