Package index

Build

Construct and inspect a heterogeneous transition network

build_htna()

Build a Heterogeneous Transition Network (HTNA)

summary(<htna>) summary(<htna_group>)

Summarise a Heterogeneous Transition Network

Frequencies and distributions

Marginal state-level summaries and chi-square mosaics

frequencies_htna()

Tidy Per-Actor Frequency Table for an htna Network

plot_frequencies_htna()

Plot State Frequencies (htna-named)

state_frequencies_htna()

Tidy State Frequency Table

state_distribution_htna()

State Distribution Across Time

mosaic_plot_htna()

Chi-square Mosaic Plot of a Transition Network

Sequences

Per-session trajectories and k-gram pattern comparison

sequence_plot_htna() plot_sequences(<htna>)

Plot Per-Actor Sequences From an htna Network

plot_sequences()

Sequence plot generic

sequence_compare_htna()

Subsequence Pattern Comparison Across Groups

Network plots

Visualise an htna network and contrasts between networks

plot_htna() plot(<htna>) plot(<htna_group>)

Plot a Heterogeneous Transition Network

plot_htna_bootstrap() plot(<htna_bootstrap>)

Plot an htna Bootstrap Result

plot_htna_diff()

Plot the Difference Between Two htna Networks

Centrality

Compute and visualise node-level centralities

centralities_htna()

Compute Centrality Measures for an htna Network

plot_centralities()

Plot Centrality Measures

Edge betweenness

Replace edge weights with shortest-path betweenness scores

edge_betweenness_htna()

Edge Betweenness Network

plot_edge_betweenness_htna()

Plot the Edge Betweenness Network

Paths and patterns

Discover meta-paths, state-level patterns, and association rules

extract_meta_paths()

Extract Path Patterns from a Heterogeneous Transition Network

print(<htna_paths>)

Print Method for htna Path/Pattern Objects

association_rules_htna()

Association Rule Mining over Transitions

Model assessment

Reliability, stability, permutation, and Markov-order adequacy

bootstrap_htna() bootstrap(<htna>)

Bootstrap an HTNA Network

bootstrap()

Bootstrap generic

permutation_htna()

Permutation Test for Network Differences

reliability_htna()

Network Reliability for an htna Network

casedrop_reliability_htna()

Edge-Weight Case-Dropping Stability

centrality_stability_htna()

Centrality Stability for an htna Network

plot(<htna_stability>)

Plot Method for htna Centrality Stability Objects

plot(<htna_stability_group>)

Plot Method for htna Stability Groups

print(<htna_stability>)

Print Method for htna Centrality Stability Objects

print(<htna_stability_group>)

Print Method for htna Stability Groups

markov_order_test_htna()

Markov-Order Adequacy Test

Datasets

Sample datasets

human_ai

Simplified Human + AI Interaction Sequences

human_simplified

Simplified Human Interaction Sequences (per-actor frame)

ai_simplified

Simplified AI Interaction Sequences (per-actor frame)

human_ai_codebook

Code → Actor-Type Codebook for human_ai