Session 7B - Statistical Modeling in R

Описание

Lang, Moritz N.; Stauffer, Reto; Zeileis, Achim
Probability Distribution Forecasts: Learning with Random Forests and Graphical Assessment
https://R-Forge.R-project.org/projects/partykit/pkg/disttree/
https://R-Forge.R-project.org/projects/topmodels/pkg/topmodels/
Slides: https://userconf.github.io/talks-2021/talk-207-probalitity-distribution-forecast/slides.pdf

Rousset, François; Courtiol, Alexandre
spaMM: an R package to fit generalized, linear, and mixed models allowing for complex covariance structures
https://cran.r-project.org/package=spaMM
https://gitlab.mbb.univ-montp2.fr/francois/spamm-ref
Slides: https://github.com/f-rousset/spaMM-ref/blob/master/vignettePlus/MixedModels_useR2021.pdf

Carli, Federico; Leonelli, Manuele; Riccomagno, Eva; Varando, Gherardo
The R Package stagedtrees for Structural Learning of Stratified Staged Trees
https://github.com/gherardovarando/stagedtrees_useR
https://cran.r-project.org/package=stagedtrees
https://github.com/gherardovarando/stagedtrees
Slides: https://userconf.github.io/talks-2021/session7B_talk4.html#1