Shapley Value Decomposition for Discrete-Time Simulation Models

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Documentation for package ‘shapleydecomp’ version 1.0.0

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

Help Pages

build_counterfactual	Construct counterfactual parameters for a factor
CF_CHANGE_SINCE	Counterfactual type constants
CF_TOTAL_IMPACT	Counterfactual type constants
cf_types	Counterfactual type constants
decomp_algebra	Decompose all summary variables for a single group
decomp_pair	Decompose a single summary variable using Shapley value weights
get_baseline_value	Get the baseline value for a factor
get_warm_start_state	Warm starts
make_run_table	Generate the factorial run table for decomposition
prepare_decomp	Prepare the model for decomposition
run_decomp	Run decomposition across groups and decomp years
run_from_warm_start	Warm starts
run_simulation	Run a simulation with the given parameters
sequential_totals	Total impact per factor at every year from a sequential decomposition
shapley_decompose	Run a full decomposition analysis
summarize_results	Summarize simulation output into a data.table
supports_warm_start	Warm starts
validate_model_interface	Validate that a model implements the shapleydecomp interface
warm_start	Warm starts