Supplemental Material for Causal Decomposition Analysis With Synergistic Interventions: A Triply Robust Machine-Learning Approach to Addressing Multiple Dimensions of Social Disparities
Year: 2025
Type: supplementary-materials
Abstract: Appendix A. Alternative Approaches for Synergistic InterventionsEqualizing the individual factor while setting the system-level factor to a pre-specified level.TheThis represents the average potential outcome for individuals with R = 1 and C = c, if the system-level factor is set to A = a while the distribution of the individual factor was equal to that of R = 0 within the same level of C M = c M .This expected potential outcome can also be estimated using a triply-robust estimator.The estimation procedure is similar to that described in Section 4.2, except that factor A is not simulated from P (A|R = 0, C A ) but is set to a pre-specified level a.Let ν A, M
Source: Psychological Methods
Language: English
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
SDG: Reduced inequalities
Open Access status: bronze
OpenAlex ID: W4415476596
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