%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname picreg %global packver 0.1.3 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.1.3 Release: 1%{?dist}%{?buildtag} Summary: Variable Selection using the Pivotal Information Criterion License: GPL-2 URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 3.6.0 Requires: R-core >= 3.6.0 BuildRequires: R-CRAN-Rcpp >= 1.0.10 BuildRequires: R-stats BuildRequires: R-graphics BuildRequires: R-grDevices BuildRequires: R-parallel BuildRequires: R-CRAN-future BuildRequires: R-CRAN-future.apply BuildRequires: R-CRAN-Matrix BuildRequires: R-CRAN-RcppArmadillo Requires: R-CRAN-Rcpp >= 1.0.10 Requires: R-stats Requires: R-graphics Requires: R-grDevices Requires: R-parallel Requires: R-CRAN-future Requires: R-CRAN-future.apply Requires: R-CRAN-Matrix %description Sparse regression and classification via the Pivotal Information Criterion (PIC), an alternative to the Bayesian Information Criterion (BIC), cross-validation, and Lasso-based tuning. The regularization parameter is selected from a pivotal null-distribution statistic, eliminating the need for cross-validation and yielding sharper support recovery. Provides Fast Iterative Shrinkage-Thresholding Algorithm (FISTA) optimization for the L1, Smoothly Clipped Absolute Deviation (SCAD), and Minimax Concave Penalty (MCP) penalties across six response distributions: Gaussian, binomial, Poisson, exponential, Gumbel, and Cox. Under standard sparsity assumptions, the selector achieves a phase transition for exact support recovery, analogous to results in compressed sensing. See Sardy, van Cutsem and van de Geer (2026) . %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}