Package index • redeem

Model Estimation

Main estimation functions and controls for fitting Durational Event Models (DEM) and Relational Event Models (REM).

dem(): Durational Event Model (DEM) Estimation
rem(): Relational Event Model (REM) Estimation
dem_object dem-class: The dem Object
rem_object rem-class: The rem Object
control.redeem(): Control Parameters for REDEEM Models
dem.simulate(): Simulate events based on specified formulas and coefficients
rem.simulate(): Simulate a Relational Event Model (REM)

Utilities for residual checking, out-of-sample likelihood evaluation, baseline intensity plotting, and node ranking.

get_residuals(): Get residuals for model diagnostics (Cox-Snell Residuals)
get_oos_likelihood(): Out-of-sample Log-Likelihood (Proper Scoring Rule)
get_ranking(): Get ranking for test events (Out-of-Sample Goodness-of-Fit)
plot_baseline(): Plot Baseline Intensity
predict_baseline_trend(): Predict the baseline intensity trend at one or more future time points
summary(<redeem_result>): Summary of REDEEM Model Results

Functions representing standard dyadic, triadic, degree-based, and exogenous covariate terms to be used inside model formulas.

redeem_terms terms statistics Intercept intercept inertia reciprocity current_interaction duration number_interaction general_common_partners general_common_partner general_common_partner_OSP general_common_partner_ISP general_common_partner_OTP general_common_partner_ITP current_common_partners current_common_partner current_common_partner_OSP current_common_partner_ISP current_common_partner_OTP current_common_partner_ITP general_triangle current_triangle dyadic_cov monadic_cov baseline general_degree_out_sender general_degree_out_receiver general_degree_in_sender general_degree_in_receiver general_degree_sum general_degree_absdiff general_count_out_sender general_count_out_receiver general_count_in_sender general_count_in_receiver general_count_sum general_count_absdiff current_degree_out_sender current_degree_out_receiver current_degree_in_sender current_degree_in_receiver current_degree_sum current_degree_absdiff current_count_out_sender current_count_out_receiver current_count_in_sender current_count_in_receiver current_count_sum current_count_absdiff degree degrees count triangle common_partner psABBA psABBY psABAY psABXA psABXB psABXY ps: redeem Model Terms

Functions for verifying inputs.