Package: wnpp Severity: wishlist X-Debbugs-Cc: debia...@lists.debian.org, cru...@debian.org
Subject: ITP: r-cran-qgam -- Smooth Additive Quantile Regression Models Package: wnpp Owner: Michael R. Crusoe <cru...@debian.org> Severity: wishlist * Package name : r-cran-qgam Version : 1.3.4 Upstream Author : Matteo Fasiolo, * URL : https://cran.r-project.org/package=qgam * License : GPL-2+ Programming Lang: GNU R Description : Smooth Additive Quantile Regression Models Smooth additive quantile regression models, fitted using the methods of Fasiolo et al. (2020) <doi:10.1080/01621459.2020.1725521>. See Fasiolo at al. (2021) <doi:10.18637/jss.v100.i09> for an introduction to the package. Differently from 'quantreg', the smoothing parameters are estimated automatically by marginal loss minimization, while the regression coefficients are estimated using either PIRLS or Newton algorithm. The learning rate is determined so that the Bayesian credible intervals of the estimated effects have approximately the correct coverage. The main function is qgam() which is similar to gam() in 'mgcv', but fits non-parametric quantile regression models. Remark: This package is maintained by Debian R Packages Maintainers at https://salsa.debian.org/r-pkg-team/r-cran-qgam It is a build-dependency of r-cran-dharma, itself a test dependency for r-cran-glmmtmb
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