%global __brp_check_rpaths %{nil} %global __requires_exclude ^libmpi %global packname whatifbandit %global packver 0.3.0 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.3.0 Release: 1%{?dist}%{?buildtag} Summary: Analyzing Randomized Experiments as Multi-Arm Bandits License: GPL (>= 3) URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel >= 4.1.0 Requires: R-core >= 4.1.0 BuildArch: noarch BuildRequires: R-CRAN-bandit BuildRequires: R-CRAN-data.table BuildRequires: R-CRAN-dplyr BuildRequires: R-CRAN-furrr BuildRequires: R-CRAN-ggplot2 BuildRequires: R-CRAN-lubridate BuildRequires: R-CRAN-purrr BuildRequires: R-CRAN-randomizr BuildRequires: R-CRAN-rlang BuildRequires: R-CRAN-tibble BuildRequires: R-CRAN-tidyr Requires: R-CRAN-bandit Requires: R-CRAN-data.table Requires: R-CRAN-dplyr Requires: R-CRAN-furrr Requires: R-CRAN-ggplot2 Requires: R-CRAN-lubridate Requires: R-CRAN-purrr Requires: R-CRAN-randomizr Requires: R-CRAN-rlang Requires: R-CRAN-tibble Requires: R-CRAN-tidyr %description Simulates the results of completed randomized controlled trials, as if they had been conducted as adaptive Multi-Arm Bandit (MAB) trials instead. Augmented inverse probability weighted estimation (AIPW), outlined by Hadad et al. (2021) , is used to robustly estimate the probability of success for each treatment arm under the adaptive design. Provides customization options to simulate perfect/imperfect information, stationary/non-stationary bandits, blocked treatment assignments, along with control augmentation, and other hybrid strategies for assigning treatment arms. The methods used in simulation were inspired by Offer-Westort et al. (2021) . %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}