Pinned Repositories
adele.github.io
CausalFX
CausalFX R Package
Causality-Tutorial
FamilyBasedPGMs
An R Package for Learning Genetic and Environmental Graphical Models from Family Data
omicsMA
An R Package for Variance-Preserving Estimation and Normalization of M-A Values from Omics Experiments
PAGId
This package implements the CIDP and IDP algorithms for identifying (conditional) causal effects from a Partial Ancentral Graph (PAG). Technical details are provided in the paper by Jaber A., Ribeiro A. H., Zhang J., and Bareinboim E., (2022) entitled "Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness".
RMarkdown
probai-2023
Materials of the Nordic Probabilistic AI School 2023.
adele's Repositories
adele/Causality-Tutorial
adele/FamilyBasedPGMs
An R Package for Learning Genetic and Environmental Graphical Models from Family Data
adele/omicsMA
An R Package for Variance-Preserving Estimation and Normalization of M-A Values from Omics Experiments
adele/PAGId
This package implements the CIDP and IDP algorithms for identifying (conditional) causal effects from a Partial Ancentral Graph (PAG). Technical details are provided in the paper by Jaber A., Ribeiro A. H., Zhang J., and Bareinboim E., (2022) entitled "Causal Identification under Markov equivalence: Calculus, Algorithm, and Completeness".
adele/adele.github.io
adele/CausalFX
CausalFX R Package
adele/RMarkdown