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[59.149.170.72]) by smtp.gmail.com with ESMTPSA id w135sm12985234pfc.106.2020.06.28.22.50.59 (version=TLS1_3 cipher=TLS_AES_256_GCM_SHA384 bits=256/256); Sun, 28 Jun 2020 22:51:00 -0700 (PDT) From: Peter Lo Date: Mon, 29 Jun 2020 13:50:34 +0800 Message-Id: <20200629055042.8565-9-peterloleungyau@gmail.com> X-Mailer: git-send-email 2.17.1 In-Reply-To: <20200629055042.8565-1-peterloleungyau@gmail.com> References: <20200629055042.8565-1-peterloleungyau@gmail.com> X-Spam-Score: -0.0 (/) X-BeenThere: debbugs-submit@debbugs.gnu.org X-Mailman-Version: 2.1.18 Precedence: list X-Spam-Score: -1.0 (-) X-BeenThere: guix-patches@gnu.org List-Id: List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , Errors-To: guix-patches-bounces+larch=yhetil.org@gnu.org Sender: "Guix-patches" X-Scanner: scn0 Authentication-Results: aspmx1.migadu.com; dkim=fail (rsa verify failed) header.d=gmail.com header.s=20161025 header.b=Wm0xDVhz; dmarc=fail reason="SPF not aligned (relaxed)" header.from=gmail.com (policy=none); spf=pass (aspmx1.migadu.com: domain of guix-patches-bounces@gnu.org designates 209.51.188.17 as permitted sender) smtp.mailfrom=guix-patches-bounces@gnu.org X-Spam-Score: 1.09 X-TUID: OMgVmSBx8QdH * gnu/packages/cran.scm (r-tidyposterior): New variable. --- gnu/packages/cran.scm | 42 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) diff --git a/gnu/packages/cran.scm b/gnu/packages/cran.scm index bec5bfb45c..74728ae155 100644 --- a/gnu/packages/cran.scm +++ b/gnu/packages/cran.scm @@ -22572,3 +22572,45 @@ functions and classes to be used in conjunction with other hyper-parameters in models, pre-processing methods, and post-processing steps.") (license license:expat))) + +(define-public r-tidyposterior + (package + (name "r-tidyposterior") + (version "0.0.3") + (source + (origin + (method url-fetch) + (uri (cran-uri "tidyposterior" version)) + (sha256 + (base32 + "0wsv800w056ziqbnwal7ncmdy4li8cn5yrdx07w35b7j8kl4mwhg")))) + (properties `((upstream-name . "tidyposterior"))) + (build-system r-build-system) + (propagated-inputs + `(("r-dplyr" ,r-dplyr) + ("r-generics" ,r-generics) + ("r-ggplot2" ,r-ggplot2) + ("r-lifecycle" ,r-lifecycle) + ("r-purrr" ,r-purrr) + ("r-rlang" ,r-rlang) + ("r-rsample" ,r-rsample) + ("r-rstanarm" ,r-rstanarm) + ("r-tibble" ,r-tibble) + ("r-tidyr" ,r-tidyr) + ("r-vctrs" ,r-vctrs))) + (native-inputs `(("r-knitr" ,r-knitr))) + (home-page + "https://tidyposterior.tidymodels.org") + (synopsis + "Bayesian Analysis to Compare Models using Resampling Statistics") + (description + "Bayesian analysis used here to answer the question: \"when +looking at resampling results, are the differences between models +'real'?\" To answer this, a model can be created were the performance +statistic is the resampling statistics (e.g. accuracy or RMSE). +These values are explained by the model types. In doing this, we can +get parameter estimates for each model's affect on performance and +make statistical (and practical) comparisons between models. The +methods included here are similar to Benavoli et al (2017) +.") + (license license:gpl2))) -- 2.17.1