Causal Effect for Population Attributable Fractions (PAF) R package causalPAF version 1.2.5 Calculates population attributable fraction causal effects. The 'causalPAF' package contains a suite of functions for causal analysis calculations of population attributable fractions (PAF) given a causal diagram which apply both: Pathway-specific population attributable fractions (PS-PAFs) O’Connell and Ferguson (2022) <doi:10.1093/ije/dyac079> and Sequential population attributable fractions Ferguson, O’Connell, and O’Donnell (2020) <doi:10.1186/s13690-020-00442-x>. Results are presentable in both table and plot format. Software Depends: R (>= 2.10) Imports: checkmate, dagitty, dplyr, forestplot, ggdag, ggplot2, grid, gridExtra, magrittr, MASS, reshape2, rlist, splines, stats, utils Suggests: spelling Maurice O'Connell <maurice.oconnell2@gmail.com> Comprehensive R Archive Network (CRAN) Maurice O'Connell [aut, cph, cre] (ORCID: <https://orcid.org/0000-0001-9658-495X>), John Ferguson [aut, cph] GPL (>= 2) 2022-08-19 application/tgz https://CRAN.R-project.org/package=causalPAF doi:10.32614/CRAN.package.causalPAF en-US