An Interface to Specify Causal Graphs and Compute Bounds on Causal Effects

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Documentation for package ‘causaloptim’ version 0.9.8

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

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