causaloptim-package |
An Interface to Specify Causal Graphs and Compute Bounds on Causal Effects |
analyze_graph |
Analyze the causal graph and effect to determine constraints and objective |
causaloptim |
An Interface to Specify Causal Graphs and Compute Bounds on Causal Effects |
causalproblemcheck |
Check conditions on causal problem |
constraintscheck |
Check constraints |
create_effect_vector |
Translate target effect to vector of response variables |
create_q_matrix |
Translate response functions into matrix of counterfactuals |
create_response_function |
Translate regular DAG to response functions |
create_R_matrix |
Create constraint matrix |
get_default_effect |
Define default effect for a given graph |
graphrescheck |
Check conditions on digraph |
interpret_bounds |
Convert bounds string to a function |
latex_bounds |
Latex bounds equations |
optimize_effect |
Run the Balke optimizer |
optimize_effect_2 |
Run the optimizer |
opt_effect |
Compute a bound on the average causal effect |
parse_constraints |
Parse text that defines a the constraints |
parse_effect |
Parse text that defines a causal effect |
plot.linearcausalproblem |
Plot the graph from the causal problem with a legend describing attributes |
plot_graphres |
Plot the analyzed graph object |
print.linearcausalproblem |
Print the causal problem |
querycheck |
Check conditions on query |
simulate_bounds |
Simulate bounds |
specify_graph |
Shiny interface to specify network structure and compute bounds |
update_effect |
Update the effect in a linearcausalproblem object |