Charles Tapley Hoyt
Charles Tapley Hoyt
ASKEM need: asking counterfactual queries, would be nice to know if the model we're doing this on is identifiable. Most of the models are cyclic models, so there probably isn't...
@e have data from a different (historic) population than the target population that a new biothreat is on. We want to know how the causal effects that were estimated on...
# Goals - [x] A-fixability - [x] implement a predicate for a single treatment - [x] tests for single treatment - [x] P-fixability - [x] omplement a predicate for a...
This is an extension of the ID algorithm to graphs containing cycles as described in > Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias > Patrick...
This takes a prior knowledge on the network in the form of DAG or ADMG, as well as the available data (can be observational and/or interventional data), and repairs the...
This issue is more of an epic: ## Acyclic directed mixed graphs - [x] OneLine ID (#3) - [x] ID on a joint distribution (#4; #46) - [x] IDC on...
Closes #25 This pull request implements an algorithm to calculate all Verma constraints in a given ADMG. - [x] Add outline of implementation, signature, and tests (@cthoyt; 368d63d) - [...
As a follow-up to #140, this adds/updates some additional tutorial notebooks - [Make Counterfactual Graph](https://github.com/y0-causal-inference/y0/blob/getting-started-notebook/notebooks/Make%20Counterfactual%20Graph.ipynb) - [Getting Started](https://github.com/y0-causal-inference/y0/blob/getting-started-notebook/notebooks/Getting-Started.ipynb)