# Lag Sequential Analysis, Dynamics, and Lag Transition Networks

## Documentation for package ‘lagdynamics’ version 0.32

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

## Help Pages

ai_long | Human-AI Vibe Coding Interaction Events
as.data.frame.lsa_comparison | Tidy a Group Comparison
as.data.frame.lsa_comparison_pairwise | Tidy a Group Comparison
as.data.frame.lsa_data | Tidy the Canonical Sequence Object
as.data.frame.lsa_reliability | Tidy the per-replicate split-half correlations
as.data.frame.lsa_reliability_group | Tidy the per-replicate split-half correlations
bayes_compare_lsa | Bayesian Comparison of Group Transition Structures (Dirichlet-Multinomial)
bootstrap_lsa | Bootstrap Confidence Intervals for an LSA Fit
certainty_lsa | Analytic Certainty of Transition Edges (Dirichlet-Multinomial)
compare_lsa | Compare Groups' Transition Structures
engagement | Student Engagement Trajectories
get_lsa_engine | Retrieve a Registered LSA Engine
group_regulation | Collaborative Learning Self-Regulation Sequences
group_regulation_long | Group Regulation Long Event Log
initial | Initial-State Distribution of an LSA Fit (Tidy)
initial.lsa | Initial-State Distribution of an LSA Fit (Tidy)
initial.lsa_group | Initial-State Distribution of an LSA Fit (Tidy)
lag_profile | Lag Profile of a Single Transition
list_lsa_engines | List All Registered LSA Engines
lsa | Lag Sequential Analysis
lsa_bidirectional | Lag Sequential Analysis
lsa_classical | Lag Sequential Analysis
lsa_data | Canonicalize Sequence Input for Lag Sequential Analysis
lsa_ipf | Iterative Proportional Fitting for Two-Way Tables with Structural Zeros
lsa_lags | Lag Sequential Analysis Across Several Lags
lsa_nonparallel_dominance | Lag Sequential Analysis
lsa_parallel_dominance | Lag Sequential Analysis
lsa_to_tna | Convert an lsa Fit to a tna Network
lsa_to_tna.lsa | Convert an lsa Fit to a tna Network
lsa_to_tna.lsa_group | Convert an lsa Fit to a tna Network
lsa_transitions | Tidy Transition Counts at a Given Lag
lsa_two_cell | Lag Sequential Analysis
nodes | Nodes of an LSA Fit (Tidy)
nodes.lsa | Nodes of an LSA Fit (Tidy)
nodes.lsa_group | Nodes of an LSA Fit (Tidy)
permute_lsa | Permutation Test for an LSA Fit
plot.lsa | Plot an LSA Fit
plot.lsa_bootstrap | Circular Bootstrap Forest of an LSA Fit
plot.lsa_certainty | Plot an Analytic-Certainty Result
plot.lsa_comparison | Plot a Group Comparison
plot.lsa_comparison_pairwise | Plot a Group Comparison
plot.lsa_group | Plot an LSA Fit
plot_chords | Circular (Chord) Diagram of an LSA Fit
plot_forest | Circular Bootstrap Forest of an LSA Fit
plot_polar | Polar Sunburst of an LSA Fit
plot_transitions | Plot the Transition Network
register_lsa_engine | Register a Lag Sequential Analysis Engine
reliability_lsa | Split-Half Reliability for an LSA Fit
reliability_lsa.lsa | Split-Half Reliability for an LSA Fit
reliability_lsa.lsa_group | Split-Half Reliability for an LSA Fit
stability_lsa | Case-Drop Stability for an LSA Fit
tests | Tablewise Independence Tests of an LSA Fit (Tidy)
tests.lsa | Tablewise Independence Tests of an LSA Fit (Tidy)
tests.lsa_group | Tablewise Independence Tests of an LSA Fit (Tidy)
transfer_entropy | Directed transfer entropy for categorical sequences (experimental)
transitions | Transitions of an LSA Fit or an Inference Result (Tidy)
transitions.lsa | Transitions of an LSA Fit or an Inference Result (Tidy)
transitions.lsa_bootstrap | Transitions of an LSA Fit or an Inference Result (Tidy)
transitions.lsa_certainty | Transitions of an LSA Fit or an Inference Result (Tidy)
transitions.lsa_comparison | Transitions of an LSA Fit or an Inference Result (Tidy)
transitions.lsa_comparison_pairwise | Transitions of an LSA Fit or an Inference Result (Tidy)
transitions.lsa_group | Transitions of an LSA Fit or an Inference Result (Tidy)
transitions.lsa_lags | Transitions of an LSA Fit or an Inference Result (Tidy)
transitions.lsa_permutation | Transitions of an LSA Fit or an Inference Result (Tidy)
transitions.lsa_stability | Transitions of an LSA Fit or an Inference Result (Tidy)
transition_probabilities | Transition-Probability Matrix of an LSA Fit
transition_probabilities.lsa | Transition-Probability Matrix of an LSA Fit
transition_probabilities.lsa_group | Transition-Probability Matrix of an LSA Fit
unregister_lsa_engine | Remove a Registered LSA Engine