%global __brp_check_rpaths %{nil} %global packname bayesGAM %global packver 0.0.2 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.0.2 Release: 1%{?dist}%{?buildtag} Summary: Fit Multivariate Response Generalized Additive Models using Hamiltonian Monte Carlo License: GPL-3 URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.6 Requires: R-core >= 3.6 BuildRequires: R-CRAN-RcppParallel >= 5.0.1 BuildRequires: R-CRAN-rstan >= 2.18.1 BuildRequires: R-CRAN-StanHeaders >= 2.18.0 BuildRequires: R-CRAN-rstantools >= 2.1.0.9000 BuildRequires: R-CRAN-BH >= 1.66.0 BuildRequires: R-CRAN-RcppEigen >= 0.3.3.3.0 BuildRequires: R-CRAN-Rcpp >= 0.12.0 BuildRequires: R-CRAN-bayesplot BuildRequires: R-CRAN-boot BuildRequires: R-CRAN-cluster BuildRequires: R-CRAN-corrplot BuildRequires: R-CRAN-ggplot2 BuildRequires: R-graphics BuildRequires: R-CRAN-gridExtra BuildRequires: R-CRAN-loo BuildRequires: R-methods BuildRequires: R-CRAN-mlbench BuildRequires: R-CRAN-SemiPar BuildRequires: R-stats BuildRequires: R-CRAN-geometry BuildRequires: R-CRAN-MASS BuildRequires: R-CRAN-rstantools Requires: R-CRAN-RcppParallel >= 5.0.1 Requires: R-CRAN-rstan >= 2.18.1 Requires: R-CRAN-rstantools >= 2.1.0.9000 Requires: R-CRAN-Rcpp >= 0.12.0 Requires: R-CRAN-bayesplot Requires: R-CRAN-boot Requires: R-CRAN-cluster Requires: R-CRAN-corrplot Requires: R-CRAN-ggplot2 Requires: R-graphics Requires: R-CRAN-gridExtra Requires: R-CRAN-loo Requires: R-methods Requires: R-CRAN-mlbench Requires: R-CRAN-SemiPar Requires: R-stats Requires: R-CRAN-geometry Requires: R-CRAN-MASS Requires: R-CRAN-rstantools %description The 'bayesGAM' package is designed to provide a user friendly option to fit univariate and multivariate response Generalized Additive Models (GAM) using Hamiltonian Monte Carlo (HMC) with few technical burdens. The functions in this package use 'rstan' (Stan Development Team 2020) to call 'Stan' routines that run the HMC simulations. The 'Stan' code for these models is already pre-compiled for the user. The programming formulation for models in 'bayesGAM' is designed to be familiar to analysts who fit statistical models in 'R'. Carpenter, B., Gelman, A., Hoffman, M. D., Lee, D., Goodrich, B., Betancourt, M., ... & Riddell, A. (2017). Stan: A probabilistic programming language. Journal of statistical software, 76(1). Stan Development Team. 2018. RStan: the R interface to Stan. R package version 2.17.3. Neal, Radford (2011) "Handbook of Markov Chain Monte Carlo" ISBN: 978-1420079418. Betancourt, Michael, and Mark Girolami. "Hamiltonian Monte Carlo for hierarchical models." Current trends in Bayesian methodology with applications 79.30 (2015): 2-4. Thomas, S., Tu, W. (2020) "Learning Hamiltonian Monte Carlo in R" , Gelman, A., Carlin, J. B., Stern, H. S., Dunson, D. B., Vehtari, A., & Rubin, D. B. (2013) "Bayesian Data Analysis" ISBN: 978-1439840955, Agresti, Alan (2015) "Foundations of Linear and Generalized Linear Models ISBN: 978-1118730034, Pinheiro, J., Bates, D. (2006) "Mixed-effects Models in S and S-Plus" ISBN: 978-1441903174. Ruppert, D., Wand, M. P., & Carroll, R. J. (2003). Semiparametric regression (No. 12). Cambridge university press. ISBN: 978-0521785167. %prep %setup -q -c -n %{packname} # fix end of executable files find -type f -executable -exec grep -Iq . {} \; -exec sed -i -e '$a\' {} \; # prevent binary stripping [ -d %{packname}/src ] && find %{packname}/src -type f -exec \ sed -i 's@/usr/bin/strip@/usr/bin/true@g' {} \; || true [ -d %{packname}/src ] && find %{packname}/src/Make* -type f -exec \ sed -i 's@-g0@@g' {} \; || true # don't allow local prefix in executable scripts find -type f -executable -exec sed -Ei 's@#!( )*/usr/local/bin@#!/usr/bin@g' {} \; %build %install mkdir -p %{buildroot}%{rlibdir} %{_bindir}/R CMD INSTALL -l %{buildroot}%{rlibdir} %{packname} test -d %{packname}/src && (cd %{packname}/src; rm -f *.o *.so) rm -f %{buildroot}%{rlibdir}/R.css # remove buildroot from installed files find %{buildroot}%{rlibdir} -type f -exec sed -i "s@%{buildroot}@@g" {} \; %files %{rlibdir}/%{packname}