API for EMC2
Bayesian Hierarchical Analysis of Cognitive Models of Choice

Global functions
DDM Man page Source code
DDMGNG Man page Source code
EMC2 Man page
EMC2-package Man page
IC Source code
LBA Man page Source code
LNR Man page Source code
MRI Man page Source code
MRI_AR1 Man page Source code
RACE_rfun Source code
RDM Man page Source code
SBC_hierarchical Source code
SBC_single Source code
SDT Man page Source code
SSD_function Source code
SSexG Source code
SShybrid Source code
ST_staircase_function Source code
accept_progress_bar Source code
accept_rate Source code
add_Ffunctions Source code
add_accumulators Source code
add_bound Source code
add_constants Source code
add_defaults Source code
add_design_fMRI_predict Source code
add_group_design Source code
add_group_par_names Source code
add_info Source code
add_info_SEM Source code
add_info_diag_gamma Source code
add_info_factor Source code
add_info_infnt_factor Source code
add_info_single Source code
add_info_standard Source code
add_prior_names Source code
add_proposals Source code
add_recalculated_pars Source code
add_transforms_to_trend_pnames Source code
add_trials Source code
align_loadings Man page
apply_contrasts Source code
apply_forward_fill Source code
assign_colors Source code
assign_ltys Source code
auto_mclapply Source code
auto_thin Man page Source code
auto_thin.emc Man page Source code
block_variance_idx Source code
bridge_add_group Source code
bridge_add_group_SEM Source code
bridge_add_group_factor Source code
bridge_add_group_single Source code
bridge_add_group_standard Source code
bridge_add_info Source code
bridge_add_info_SEM Source code
bridge_add_info_factor Source code
bridge_add_info_single Source code
bridge_add_info_standard Source code
bridge_group_and_prior_and_jac Source code
bridge_group_and_prior_and_jac_SEM Source code
bridge_group_and_prior_and_jac_factor Source code
bridge_group_and_prior_and_jac_single Source code
bridge_group_and_prior_and_jac_standard Source code
bridge_sampling Source code
build_design Source code
build_fir_design Source code
calc_functions Source code
calc_ll_R Source code
calc_ll_manager Source code
calc_log_jac_chol Source code
calc_sbc_stats Source code
calculate_implied_means Source code
calculate_mean_design Source code
calculate_subject_means Source code
chain_n Man page Source code
check Man page Source code
check.emc Man page Source code
check_CR Source code
check_data_plot Source code
check_duplicate_designs Source code
check_epsilon Source code
check_gd Source code
check_mix Source code
check_prior Source code
check_prop_performance Source code
check_rt Source code
check_sampling_settings Source code
check_staircase Source code
check_trend Source code
check_tune_settings Source code
check_var_prior Source code
combine_factors Source code
compare Man page Source code
compare_MLL Source code
compare_obs_vs_postpred Source code
compare_subject Man page Source code
compress_dadm Source code
compute_def_dens Source code
concat_emc Source code
constrain_lambda Source code
contr.anova Man page Source code
contr.bayes Man page Source code
contr.decreasing Man page Source code
contr.increasing Man page Source code
convert_prior_input Source code
convolve_design_matrix Man page Source code
cosine_drift Source code
create_chain_proposals Source code
create_eff_proposals Source code
create_group_key Source code
credible Man page Source code
credible.emc Man page Source code
credint Man page Source code
credint.emc Man page Source code
credint.emc.prior Man page Source code
cut_factors Man page Source code
dDDM Source code
dEXG Source code
dEXG_RDEX Source code
dEXGrace Source code
dLNR Source code
dRDM Source code
dWald Source code
design Man page Source code
design_fmri Man page Source code
design_model Source code
design_model_custom_ll Source code
dexGaussian Source code
dexGaussianG Source code
dexGaussianS Source code
dlba Source code
dm_list Source code
do_bound Source code
do_map Source code
do_pre_transform Source code
draw_alpha_from_design Source code
draw_noise_paths_DDM Source code
draw_noise_paths_race Source code
ess_summary Man page Source code
ess_summary.emc Man page Source code
estimate_rho Source code
eval.unnormalized.posterior Source code
extend_obj Source code
extend_sampler Source code
extractDadms Source code
extract_samples Source code
factor_diagram Man page Source code
fill_bound Source code
fill_samples Source code
fill_samples_RE Source code
fill_samples_SEM Source code
fill_samples_base Source code
fill_samples_diag_gamma Source code
fill_samples_factor Source code
fill_samples_infnt_factor Source code
fill_samples_standard Source code
fill_transform Source code
filter_const_and_dup Source code
filter_emc Source code
filter_obj Source code
filter_sub_and_par Source code
filtered_samples Source code
filtered_samples_SEM Source code
filtered_samples_factor Source code
filtered_samples_infnt_factor Source code
filtered_samples_single Source code
filtered_samples_standard Source code
find_duplicate_indices Source code
fit Man page Source code
fit.emc Man page Source code
fit_fir_glm Source code
fit_remove_samples Source code
fix_dots Source code
fix_dots_plot Source code
fix_fileName Source code
fix_single_object Source code
fix_single_prior Source code
format_base Source code
format_kernel Source code
forstmann Man page
gd_summary Man page Source code
gd_summary.emc Man page Source code
gelman_diag_robust Source code
generate_design_equations Source code
get_BayesFactor Man page Source code
get_all_pars_infnt_factor Source code
get_alphas Source code
get_base Source code
get_bases Source code
get_caf Source code
get_cell_param Source code
get_conditionals Source code
get_conditionals_SEM Source code
get_conditionals_factor Source code
get_conditionals_infnt_factor Source code
get_conditionals_single Source code
get_conditionals_standard Source code
get_credible_factors Source code
get_data Man page Source code
get_data.emc Man page Source code
get_def_cdf Source code
get_default_mix Source code
get_defect_scalars Source code
get_design Man page Source code
get_design.emc Man page Source code
get_design.emc.prior Man page Source code
get_emc_functions Source code
get_fir_lines Source code
get_group_design Man page Source code
get_group_design.emc Man page Source code
get_group_design.emc.prior Man page Source code
get_group_level Source code
get_group_level_SEM Source code
get_group_level_base Source code
get_group_level_single Source code
get_group_level_standard Source code
get_idx Source code
get_joint_names Source code
get_kernels Source code
get_last_stage Source code
get_mu_implied Source code
get_objects Source code
get_objects_SEM Source code
get_objects_diag_gamma Source code
get_objects_factor Source code
get_objects_infnt_factor Source code
get_objects_single Source code
get_objects_standard Source code
get_p_types Source code
get_param_means Source code
get_pars Man page Source code
get_pars_matrix Source code
get_posterior_quantiles Source code
get_posterior_weights Source code
get_prior Man page Source code
get_prior.emc Man page Source code
get_prior_SEM Source code
get_prior_diag_gamma Source code
get_prior_factor Source code
get_prior_infnt_factor Source code
get_prior_single Source code
get_prior_standard Source code
get_ranks_ESS Source code
get_recovery_stats Source code
get_response_probability_by_global_ssd_quantile Source code
get_response_probability_by_individual_ssd_quantile Source code
get_srrt_by_global_ssd_quantile Source code
get_srrt_by_individual_ssd_quantile Source code
get_startpoints Source code
get_startpoints_SEM Source code
get_startpoints_diag_gamma Source code
get_startpoints_factor Source code
get_startpoints_infnt_factor Source code
get_startpoints_single Source code
get_startpoints_standard Source code
get_stop_criteria Source code
get_summary_stat Source code
get_trend_pnames Man page Source code
get_unique_rows Source code
gibbs_step Source code
gibbs_step_SEM Source code
gibbs_step_diag_gamma Source code
gibbs_step_factor Source code
gibbs_step_infnt_factor Source code
gibbs_step_single Source code
gibbs_step_standard Source code
group_IC Source code
group__IC_SEM Source code
group__IC_single Source code
group__IC_standard Source code
group_design Man page Source code
group_dist_infnt_factor Source code
group_mapping Source code
h.unnormalized.posterior Source code
has_conditional_covariates Source code
has_delta_rules Source code
high_pass_filter Man page Source code
hypothesis Man page Source code
hypothesis.emc Man page Source code
implied_mean Source code
init Source code
init_chains Man page Source code
is_double_decimals Source code
last_sample_SEM Source code
last_sample_diag_gamma Source code
last_sample_factor Source code
last_sample_infnt_factor Source code
last_sample_standard Source code
loadRData Source code
log_likelihood_ddm Source code
log_likelihood_ddmgng Source code
log_likelihood_joint Source code
log_likelihood_race Source code
log_likelihood_race_ss Source code
log_likelihood_sdt Source code
logdinvGamma Source code
make_3dim_mcmc Source code
make_SEM_diagram Man page Source code
make_data Man page Source code
make_data_fMRI Source code
make_data_unconditional Source code
make_data_wrapper_MRI Source code
make_design_plot Source code
make_dm Source code
make_emc Man page Source code
make_expand_idx Source code
make_full_dm Source code
make_info Source code
make_missing Source code
make_mri_sampling_design Source code
make_nice_summary Source code
make_pmat Source code
make_prior_idx Source code
make_random_effects Man page Source code
make_recov_summary Source code
make_sem_structure Man page Source code
make_smooth Source code
make_trend Man page Source code
map_MRI Source code
map_p Source code
map_selecter Source code
mapped_pars Man page Source code
mapped_pars.emc Man page Source code
mapped_pars.emc.design Man page Source code
mapped_pars.emc.prior Man page Source code
mapper_wrapper Source code
merge_chains Man page Source code
merge_group_level Source code
merge_priors Source code
minimal_design Source code
minimal_group_design Source code
model_averaging Man page Source code
my.integrate Source code
n_additional_group_pars Source code
na_locf Source code
numbers_from_proportion Source code
pDDM Source code
pEXG Source code
pEXG_RDEX Source code
pLNR Source code
pPROBIT Source code
pRDM Source code
pWald Source code
pairs_posterior Man page Source code
par_data_map Source code
parameters Man page Source code
parameters.emc Man page Source code
parameters.emc.prior Man page Source code
particle_draws Source code
pexGaussian Source code
pexGaussianG Source code
pexGaussianS Source code
pigt0_RDEX Source code
plba Source code
plot.emc Man page Source code
plot.emc.design Man page Source code
plot.emc.prior Man page Source code
plot_caf Man page Source code
plot_cdf Man page Source code
plot_delta Man page Source code
plot_density Man page Source code
plot_design Man page Source code
plot_design.emc Man page Source code
plot_design.emc.design Man page Source code
plot_design.emc.prior Man page Source code
plot_design_fmri Man page Source code
plot_fit_choice Source code
plot_fmri Man page Source code
plot_mcmc Source code
plot_mcmc_list Source code
plot_pars Man page Source code
plot_relations Man page Source code
plot_roc Source code
plot_sbc_ecdf Man page Source code
plot_sbc_hist Man page Source code
plot_ss_if Man page Source code
plot_ss_srrt Man page Source code
plot_stat Man page Source code
plot_trend Man page Source code
pmwgs Source code
poly_drift Source code
predict.emc Man page Source code
predict.emc.prior Man page Source code
prep_data_plot Source code
prep_trend_phase Source code
prepare_event_groups Source code
print.emc Source code
print.emc.design Source code
print.emc.group_design Source code
print.emc.prior Source code
prior Man page Source code
prior_dist_infnt_factor Source code
prior_help Man page Source code
profile_plot Man page Source code
prompt_for_prior_updates Source code
pstopEXG Source code
pstopHybrid Source code
rDDM Source code
rLBA Source code
rLNR Source code
rPROBIT Source code
rRDM Source code
rSSexGaussian Source code
rSShybrid Source code
rWald Source code
rearrange_loadings Source code
recovery Man page Source code
recovery.emc Man page Source code
register_trend Man page Source code
remove_samples Source code
reset_pm_settings Source code
reshape_events Man page Source code
restore_duplicates Source code
return_single_sampler Source code
rexG Source code
rexGaussian Source code
riwish Source code
robust_density Source code
robust_hist Source code
rotate_loadings Man page Source code
rotater Source code
rt_check_function Source code
run.iterative.scheme Source code
run_SBC_subject Source code
run_bridge_sampling Man page Source code
run_delta Source code
run_delta2kernel Source code
run_delta2lr Source code
run_emc Man page Source code
run_hyper Man page Source code
run_kernel Source code
run_kernel_custom Source code
run_sbc Man page Source code
run_stage Source code
run_stages Source code
run_trend Source code
rwish Source code
sample_store Source code
sample_store_SEM Source code
sample_store_base Source code
sample_store_diag_gamma Source code
sample_store_factor Source code
sample_store_infnt_factor Source code
sample_store_standard Source code
sampled_pars Man page Source code
sampled_pars.default Source code
sampled_pars.emc Man page Source code
sampled_pars.emc.design Man page Source code
sampled_pars.emc.group_design Man page Source code
sampled_pars.emc.prior Man page Source code
samples_LNR Man page
set_p_accept Source code
set_tune_ess Source code
single_DDM_plot Source code
single_LNR_plot Source code
single_out_joint Source code
single_race_plot Source code
sp_new Source code
split_along_dim Source code
split_list_to_dfs Source code
split_mcl Source code
split_timeseries Man page Source code
staircase_function Source code
standard_subj_ll Source code
standardize_loadings Source code
standardize_loadings_SEM Source code
start_proposals Source code
std_error_IS2 Source code
stopfn_exg Source code
strip_duplicates Source code
sub_blocking Source code
subset.emc Man page Source code
summary.emc Man page Source code
summary.emc.design Man page Source code
summary.emc.group_design Man page Source code
summary.emc.prior Man page Source code
suppress_output Source code
test_adapted Source code
trend_help Man page Source code
unique_rows_by_index Source code
unwind Source code
unwind_chol Source code
unwind_lambda Source code
update2version Man page Source code
update_epsilon Source code
update_epsilon_continuous Source code
update_epsilon_scale Source code
update_model_trend Source code
update_pm_settings Source code
update_prior_element Source code
update_prior_input Source code
update_progress_bar Source code
verbal_dm Source code
verbal_trend Source code
weighted_moments Source code
whiten_series Source code
EMC2 documentation built on Dec. 2, 2025, 9:06 a.m.