API for Nestimate
Network Estimation, Bootstrap, and Higher-Order Analysis

Global functions
.aggregate_metadata Source code
.apply_scaling Source code
.ar_empty_result Source code
.ar_generate_candidates Source code
.ar_generate_rules Source code
.ar_parse_input Source code
.ar_transactions_to_matrix Source code
.as_netobject Source code
.auto_detect_clusters Man page Source code
.auto_legend_size Source code
.betweenness Source code
.bg_build_edge_names Source code
.bg_case_drop Source code
.bg_centrality_diff_test Source code
.bg_compute_centrality Source code
.bg_cs_coefficient Source code
.bg_cs_label Source code
.bg_edge_diff_test Source code
.bg_estimate_once Source code
.bg_find_selected_lambda Source code
.bg_plot_centrality_diff Source code
.bg_plot_edge_diff Source code
.bg_plot_edges Source code
.bg_plot_inclusion Source code
.bg_plot_stability Source code
.bg_threshold_network Source code
.bg_upper_tri_indices Source code
.bootstrap_association Source code
.bootstrap_transition Source code
.bron_kerbosch_all Source code
.build_bootstrap_summary Source code
.build_cluster_lookup Man page Source code
.build_from_transitions Man page Source code
.build_mcml_edgelist Man page Source code
.build_mcml_sequence Man page Source code
.build_pairs_long Source code
.build_pairs_wide Source code
.build_permutation_summary Source code
.build_qgram_tdm Source code
.build_simplicial_clique Source code
.build_simplicial_pathway Source code
.build_simplicial_vr Source code
.calculate_cs Source code
.clean_states Source code
.closeness Source code
.co_compute_matrix Source code
.co_detect_format Source code
.co_normalize Source code
.co_parse_binary Source code
.co_parse_delimited Source code
.co_parse_list Source code
.co_parse_long Source code
.co_parse_multi_delimited Source code
.co_parse_wide Source code
.co_transactions_to_matrix Source code
.coerce_sequence_input Source code
.compute_betti Source code
.compute_bootstrap_stats Source code
.compute_centralities Source code
.compute_cluster_profiles Source code
.compute_initial_probs Source code
.compute_lambda_path Source code
.cosine_dist_r Source code
.cosine_matrix_tdm Source code
.count_attention_long Source code
.count_attention_wide Source code
.count_components Source code
.count_cooccurrence_long Source code
.count_cooccurrence_wide Source code
.count_transitions Source code
.count_transitions_long Source code
.count_transitions_wide Source code
.cs_extract_patterns Source code
.cs_parse_input Source code
.cs_pattern_statistic Source code
.decompose_multilevel Source code
.detect_mcml_input Man page Source code
.dissimilarity_matrix_r Source code
.dissimilarity_matrix_stringdist Source code
.dl_dist_r Source code
.draw_legend_in_oma Source code
.encode_sequences Source code
.encode_states Source code
.estimator_attention Source code
.estimator_co_occurrence Source code
.estimator_cor Source code
.estimator_frequency Source code
.estimator_glasso Source code
.estimator_ising Source code
.estimator_mgm Source code
.estimator_pcor Source code
.estimator_relative Source code
.estimator_wtna Source code
.estimator_wtna_core Source code
.expand_to_faces Source code
.extract_edges_from_matrix Source code
.extract_persistence Source code
.extract_sequence_data Source code
.find_all_cliques Source code
.floyd_warshall_sp Source code
.fmt_edgelist Source code
.fmt_follows Source code
.fmt_frequency Source code
.fmt_onehot Source code
.get_qgram_r Source code
.gimme_build_syntax Source code
.gimme_extract_results Source code
.gimme_find_weakest Source code
.gimme_fit_and_mi Source code
.gimme_fit_and_z Source code
.gimme_fit_final Source code
.gimme_fit_lavaan Source code
.gimme_ind_forward_search Source code
.gimme_individual_search Source code
.gimme_plot_matrix Source code
.gimme_prepare_data Source code
.gimme_prune_paths Source code
.gimme_select_path Source code
.gimme_stabilize Source code
.gimme_test_weights Source code
.hamming_dist_r Source code
.hamming_matrix_outer Source code
.ho_cograph_fields Source code
.hon_add_to_rules Source code
.hon_assemble_output Source code
.hon_build_distributions Source code
.hon_build_network Source code
.hon_build_observations Source code
.hon_build_source_cache Source code
.hon_decode Source code
.hon_encode Source code
.hon_extend_rule Source code
.hon_extract_rules Source code
.hon_get_extensions Source code
.hon_graph_to_edgelist Source code
.hon_key_len Source code
.hon_kld Source code
.hon_kld_threshold Source code
.hon_parse_input Source code
.hon_rewire Source code
.hon_rewire_tails Source code
.hon_sequence_to_node Source code
.honem_neighborhood_matrix Source code
.honem_svd Source code
.honem_transition_matrix Source code
.honp_add_to_rules Source code
.honp_build_order1 Source code
.honp_extend_observation Source code
.honp_extend_rule Source code
.honp_extend_source_fast Source code
.honp_extract_rules Source code
.honp_max_divergence Source code
.hypa_compute_scores Source code
.hypa_fit_xi Source code
.ising_nodewise_ebic Source code
.jaccard_dist_r Source code
.jaccard_matrix_tdm Source code
.jaro_dist_r Source code
.jw_dist_r Source code
.lcs_dist_r Source code
.legend_oma_size Source code
.levenshtein_dist_r Source code
.log1pexp Source code
.lp_adamic_adar Source code
.lp_build_consensus Source code
.lp_build_predictions Source code
.lp_common_neighbors Source code
.lp_compute_ap Source code
.lp_compute_auc Source code
.lp_jaccard Source code
.lp_katz Source code
.lp_parse_input Source code
.lp_preferential_attachment Source code
.lp_resource_allocation Source code
.make_simplicial_complex Source code
.mgm_cond_indicator Source code
.mgm_estimate Source code
.mgm_estimate_moderated Source code
.mgm_int_mag Source code
.mgm_main_mag Source code
.mlvar_augment_data Source code
.mlvar_prepare_data Source code
.mmm_decode_int_data Source code
.mmm_em Source code
.mmm_init_kmeans Source code
.mmm_quality Source code
.mmm_softmax_mstep_fast Source code
.mogen_count_kgrams Source code
.mogen_layer_dof Source code
.mogen_log_likelihood Source code
.mogen_marginal Source code
.mogen_transition_matrix Source code
.mpt_extract_P Source code
.mpt_full Source code
.mpt_stationary Source code
.normalize_clusters Source code
.onLoad Source code
.osa_dist_r Source code
.parse_time Source code
.permutation_association Source code
.permutation_transition Source code
.pivot_wide_to_long Source code
.plot_mmm_posterior Source code
.postprocess_counts Source code
.precision_to_pcor Source code
.precompute_per_sequence Source code
.precompute_per_sequence_wide Source code
.prepare_association_input Source code
.prepare_ising_input Source code
.print_covariate_profiles Source code
.process_weights Man page Source code
.qgram_dist_r Source code
.qgram_matrix_tdm Source code
.register_builtin_estimators Source code
.reliability_association Source code
.reliability_transition Source code
.resolve_codes Source code
.resolve_covariates Source code
.resolve_method_alias Source code
.row_order Source code
.run_covariate_analysis Source code
.sc_extract_matrix Source code
.sc_plot_heatmap Source code
.sc_plot_pyramid Source code
.sc_theme Source code
.scale_matrix Source code
.select_ebic Source code
.select_ebic_from_path Source code
.select_state_cols Source code
.sequence_distance Source code
.sequence_plot_heatmap Source code
.sequence_plot_index Source code
.split_half_metrics Source code
.standardize_long Source code
.state_palette Source code
.symmetrize_ising Source code
.tick_positions Source code
.title_line Source code
.validate_cols Source code
.wi2net Source code
.wrap_netobject Source code
.wtna_auto_detect_codes Source code
.wtna_compute_by_actor Source code
.wtna_compute_weights Source code
.wtna_cooccurrence Source code
.wtna_finalize Source code
.wtna_initial_probs Source code
.wtna_transitions Source code
FUN Source code Source code Source code
Nestimate Man page
Nestimate-package Man page
action_to_onehot Man page Source code
ai_long Man page
as_tna Man page Source code
as_tna.default Man page Source code
as_tna.mcml Man page Source code
association_rules Man page Source code
betti_numbers Man page Source code
boot_glasso Man page Source code
bootstrap_network Man page Source code
build_atna Man page Source code
build_clusters Man page Source code
build_cna Man page Source code
build_cor Man page Source code
build_ftna Man page Source code
build_gimme Man page Source code
build_glasso Man page Source code
build_hon Man page Source code
build_honem Man page Source code
build_hypa Man page Source code
build_ising Man page Source code
build_mcml Man page Source code
build_mlvar Man page Source code
build_mmm Man page Source code
build_mogen Man page Source code
build_network Man page Source code
build_pcor Man page Source code
build_simplicial Man page Source code
build_tna Man page Source code
centrality Source code
centrality.cograph_network Source code
centrality.mcml Source code
centrality.netobject Source code
centrality.netobject_group Source code
centrality_stability Man page Source code
chatgpt_srl Man page
check_val_in_range Man page Source code
cluster_mmm Man page
cluster_network Man page
cluster_summary Man page Source code
codes_to_char Source code
coefs Man page Source code
coefs.default Man page Source code
coefs.net_mlvar Man page Source code
compare_mmm Man page Source code
condition_moderated Source code
convert_sequence_format Man page Source code
cooccurrence Man page Source code
data_conversion Man page
distribution_plot Man page Source code
estimate_network Man page Source code
euler_characteristic Man page Source code
evaluate_links Man page Source code
extract_edges Man page Source code
extract_initial_probs Man page Source code
extract_transition_matrix Man page Source code
extraction Man page
frequencies Man page Source code
get_estimator Man page Source code
group_regulation_long Man page
human_long Man page
learning_activities Man page
list_estimators Man page Source code
long-data Man page
long_to_wide Man page Source code
markov_stability Man page Source code
mogen_transitions Man page Source code
nct Man page Source code
net_aggregate_weights Man page Source code
net_centrality Man page Source code
network_reliability Man page Source code
passage_time Man page Source code
path_counts Man page Source code
pathways Man page Source code
pathways.net_association_rules Man page Source code
pathways.net_hon Man page Source code
pathways.net_hypa Man page Source code
pathways.net_link_prediction Man page Source code
pathways.net_mogen Man page Source code
pathways.netobject Man page Source code
permutation Man page Source code
persistent_homology Man page Source code
plot.boot_glasso Man page Source code
plot.mcml Man page Source code
plot.mmm_compare Man page Source code
plot.net_association_rules Man page Source code
plot.net_clustering Man page Source code
plot.net_gimme Man page Source code
plot.net_honem Man page Source code
plot.net_link_prediction Man page Source code
plot.net_markov_stability Man page Source code
plot.net_mmm Man page Source code
plot.net_mogen Man page Source code
plot.net_mpt Man page Source code
plot.net_reliability Man page Source code
plot.net_sequence_comparison Man page Source code
plot.net_stability Man page Source code
plot.persistent_homology Man page Source code
plot.q_analysis Man page Source code
plot.simplicial_complex Man page Source code
predict_links Man page Source code
predictability Man page Source code
predictability.netobject Man page Source code
predictability.netobject_group Man page Source code
predictability.netobject_ml Man page Source code
prepare Man page Source code
prepare_for_tna Man page Source code
prepare_onehot Man page Source code
print.boot_glasso Man page Source code
print.mcml Man page Source code
print.mmm_compare Man page Source code
print.nestimate_data Man page Source code
print.net_association_rules Man page Source code
print.net_bootstrap Man page Source code
print.net_bootstrap_group Man page Source code
print.net_clustering Man page Source code
print.net_gimme Man page Source code
print.net_hon Man page Source code
print.net_honem Man page Source code
print.net_hypa Man page Source code
print.net_link_prediction Man page Source code
print.net_markov_stability Source code
print.net_mlvar Man page
print.net_mmm Man page Source code
print.net_mogen Man page Source code
print.net_mpt Source code
print.net_nct Man page Source code
print.net_permutation Man page Source code
print.net_permutation_group Man page Source code
print.net_reliability Man page Source code
print.net_sequence_comparison Man page Source code
print.net_stability Man page Source code
print.netobject Man page Source code
print.netobject_group Man page Source code
print.netobject_ml Man page Source code
print.persistent_homology Man page Source code
print.q_analysis Man page Source code
print.simplicial_complex Man page Source code
print.summary.net_mpt Source code
print.wtna_boot_mixed Man page Source code
print.wtna_mixed Man page Source code
q_analysis Man page Source code
register_estimator Man page Source code
remove_estimator Man page Source code
safe_mean Man page Source code
safe_median Man page Source code
safe_sd Man page Source code
sequence_compare Man page Source code
sequence_plot Man page Source code
simplicial_degree Man page Source code
srl_strategies Man page
state_frequencies Man page Source code
summary.boot_glasso Man page Source code
summary.mcml Man page Source code
summary.net_association_rules Man page Source code
summary.net_bootstrap Man page Source code
summary.net_bootstrap_group Man page Source code
summary.net_clustering Man page Source code
summary.net_gimme Man page Source code
summary.net_hon Man page Source code
summary.net_honem Man page Source code
summary.net_hypa Man page Source code
summary.net_link_prediction Man page Source code
summary.net_markov_stability Source code
summary.net_mlvar Man page
summary.net_mmm Man page Source code
summary.net_mogen Man page Source code
summary.net_mpt Man page Source code
summary.net_permutation Man page Source code
summary.net_permutation_group Man page Source code
summary.net_sequence_comparison Man page Source code
summary.net_stability Man page Source code
summary.wtna_boot_mixed Man page Source code
trajectories Man page
utils Man page
verify_simplicial Man page Source code
wide_to_long Man page Source code
wtna Man page Source code
Nestimate documentation built on April 20, 2026, 5:06 p.m.