R: Evidence Accumulation Models

# Evidence Accumulation Models

## Documentation for package ‘eam’ version 1.2.0

- DESCRIPTION file
- Package NEWS

## Help Pages

+.eam_summarise_by_spec | Add two summarise_by specs together
+.eam_summarise_by_tbl | Join two eam_summarise_by_tbl objects
abc_abc | Approximate Bayesian Computation wrapper
abc_cv | Cross-validation for ABC model
abc_posterior_bootstrap | Bootstrap resample ABC posterior samples
abc_posterior_predictive_check | ABC posterior predictive check
abc_postpr | ABC model comparison wrapper
abc_resample | ABC with resampling
abi_assess | Assess neural estimator using trained estimator
abi_estimate | Estimate parameters using trained neural estimator
abi_posterior_predictive_check | ABI posterior predictive check
abi_sample_posterior | Sample from posterior distribution using trained neural estimator
abi_train | Train neural estimator using ABI input
build_abc_input | Build input for Approximate Bayesian Computation (ABC)
build_abi_input | Build input for Amortized Bayesian Inference (ABI)
load_simulation_output | Rebuild eam_simulation_output from an existing output directory
map_by_condition | Map a function by condition across simulation output chunks
new_simulation_config | Create a new simulation configuration
plot_accuracy | Plot accuracy comparison between posterior and observed data
plot_cv_pair_correlation | Plot CV parameter pair correlations
plot_cv_pair_correlation.cv4abc | Plot CV parameter pair correlations
plot_cv_recovery | Plot CV parameter recovery
plot_cv_recovery.cv4abc | Plot CV parameter recovery
plot_cv_recovery.eam_abi_assess | Plot CV parameter recovery
plot_cv_recovery.eam_abi_posterior_samples | Plot CV parameter recovery
plot_posterior_parameters | Plot parameter posterior distributions
plot_posterior_parameters.abc | Plot parameter posterior distributions
plot_resample_forest | Plot resample forest plots
plot_resample_medians | Plot resample median distributions
plot_rt | Plot reaction time distributions
print.eam_simulation_config | Print method for eam simulation configuration
run_simulation | Run a simulation with specified configuration
summarise_by | Summarise data by groups with optional pivoting
summarise_posterior_parameters | Summarise posterior parameter distributions
summarise_posterior_parameters.abc | Summarise posterior parameter distributions
summarise_posterior_parameters.eam_abi_posterior_samples | Summarise posterior parameter distributions
summarise_resample_medians | Summarise resample medians
update_config_from_posterior | Update a simulation config with posterior parameter values