Causal Effect for Population Attributable Fractions (PAF)
Creates a DAG for input into package Dagitty to identify adjustmentSet...
Evaluates Total PAF, Direct PAF, Indirect PAF and Path Specific PAF fo...
Checks if the causal DAG satisfies the Markov condition
Makes Formula
Simulates a Fitted Model for a Mediator or Exposure or Risk Factor All...
Evaluates and Makes Formula for regression of exposure or risk factor ...
Evaluates and Makes Formula for regression of exposure or risk factor ...
Calculation of Population Attributable Fraction (PAF), with a decompos...
Creates a DAG for input into package Dagitty to identify adjustmentSet...
Creates a DAG for input into package Dagitty to identify adjustmentSet...
Makes Formula for regression of exposure or risk factor or outcome on ...
Calculation of Population Attributable Fraction (PAF), with a decompos...
Path specific population attributable fraction for a mediating pathway...
Evaluates Point Estimates for Total PAF, Direct PAF, Indirect PAF and ...
Sequential Population Attributable Fractions in a Bayesian Network.
Set a variable defined in col_num to its reference level (or otherwise...
Set a variable defined in col_num to its reference level (or otherwise...
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.
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