Identifiability of total effects from abstractions of time series causal graphs

23 October 2023

Papers citing "Identifiability of total effects from abstractions of time series causal graphs"

5 / 5 papers shown

Title
Identifying Macro Causal Effects in C-DMGs Simon Ferreira Charles K. Assaad CML 204 0 0 02 Apr 2025
Causal reasoning in difference graphs Charles K. Assaad CML 31 0 0 02 Nov 2024
Average Controlled and Average Natural Micro Direct Effects in Summary Causal Graphs Simon Ferreira Charles K. Assaad CML 43 0 0 31 Oct 2024
Identifying macro conditional independencies and macro total effects in summary causal graphs with latent confounding Simon Ferreira Charles K. Assaad CML 26 4 0 10 Jul 2024
Towards identifiability of micro total effects in summary causal graphs with latent confounding: extension of the front-door criterion Charles K. Assaad CML 30 2 0 09 Jun 2024