Augmented Modelling of Relational Events

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Documentation for package ‘amorem’ version 1.2.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

Help Pages

alien_invasions	Alien species first records, prepared for relational event models
alien_mammals	Alien mammals: risk table with covariates (Juozaitienė et al. 2023)
as_dyadic_log	Build / detect / convert hyperedge event logs
as_hyperedge_log	Build / detect / convert hyperedge event logs
attach_static_covariates	Attach static covariates to an event log
classroom_actors	Classroom actor attributes (McFarland 2001)
classroom_events	Classroom interaction events (McFarland 2001)
college_msg	CollegeMsg: private messages on a university online community
compare_models	Compare candidate endogenous specifications by AIC
compare_models_global	Compare REM specifications with global covariate effects
compare_models_smooth	Compare candidate specifications with smooth (TV / NL / TVNL) effects
congress_bills_118	Bills of the 118th US Congress as hyperevents
congress_members_118	Members of the 118th US Congress
copenhagen	Copenhagen Networks Study: phone calls, text messages and gender
copenhagen_actors	Copenhagen Networks Study: phone calls, text messages and gender
copenhagen_calls	Copenhagen Networks Study: phone calls, text messages and gender
copenhagen_sms	Copenhagen Networks Study: phone calls, text messages and gender
cpp_supported_stats	Endogenous statistics with a compiled fast path
daily_weather	Daily weather at the places and periods of the bundled event logs
dist_matrix	US state distance matrix
email_eu_core	Email-Eu-Core temporal (single-department subset)
endogenous_features	Compute endogenous event-network statistics
enso_nino34	Reconstructed Niño3.4 ENSO index, 1301-2005 (Li et al. 2013)
football_results	Men's international football results since 1872
gof_auxiliary	GOF test for an auxiliary (unmodelled) statistic
gof_global	Omnibus GOF test via Cauchy combination
gof_multivariate	Multivariate GOF test for smooth or random-effect covariates
gof_rem	Goodness of fit for a fitted relational event model
gof_univariate	Goodness-of-fit test for a single FLE covariate
hyperedge_activity	Activity counter for hyperedge subsets
hyperedge_features	Endogenous features for a hyperedge event log
hyperedge_log	Build / detect / convert hyperedge event logs
hyperedge_sizes	Cardinality columns for a hyperedge event log
hyperedge_subrep	Subset repetition statistic for a hyperedge event log
is_hyperedge_log	Build / detect / convert hyperedge event logs
martingale_residuals	Martingale residuals from a case-control partial-likelihood fit
nn_control	Control parameters for the neural-network backend of rem()
nn_uncertainty	Bootstrap uncertainty for the neural rem() backend
oni	Oceanic Niño Index, 1950-present
plot.nn_uncertainty	Plot partial-dependence uncertainty bands
public_holidays	Public holidays for the periods of the bundled event logs
radoslaw_email	Manufacturing-company email events (Nurek & Michalski 2020)
radoslaw_hierarchy	Reporting hierarchy of the manufacturing company (Nurek & Michalski 2020)
rem	Fit a relational (hyper)event model on preprocessed case-control data
sample_non_events	Sample non-events for inference
simulate_actor_covariates	Simulate exogenous actor covariates
simulate_directed_hyperedge_events	Simulate directed two-mode hyperedge events
simulate_directed_hyperevents_tvnl	Simulate directed hyper-events with time-varying and non-linear effects
simulate_hyperedge_events	Simulate undirected hyperedge events (multi-actor meetings)
simulate_relational_events	Simulate relational event sequences
social_evolution_actors	Actor attributes for the Social Evolution study
social_evolution_calls	Phone calls in the Social Evolution study (Madan et al. 2012)
social_evolution_friendship	Friendship-survey events for the Social Evolution study
standardize_event_log	Standardize a relational event log
transform_recency	Recency transform of inter-event time gaps
ucdp_dyads	UCDP dyadic conflict data, 1946-2025
us_leader_visits	US leader-to-leader visits, 1945-2019
widen_case_control	Convert a long case-control event log to wide case-1-control format