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llrem  

LLM Relational Event Models
View on CRAN: Click here


Download and install llrem package within the R console
Install from CRAN:
install.packages("llrem")

Install from Github:
library("remotes")
install_github("cran/llrem")

Install by package version:
library("remotes")
install_version("llrem", "0.1.1")



Attach the package and use:
library("llrem")
Maintained by
C. Ben Gibson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-19
Latest Update: 2026-05-19
Description:
Fit Cox proportional hazards relational event models (REMs), including a separable formulation that partitions events into initiation and continuation sub-models. Optionally augments REM simulations with large language model (LLM) agents that select targets conditioned on event history, supporting multiple providers ('OpenAI', 'Anthropic', 'xAI'/'Grok', 'Google Gemini', 'Ollama', 'AWS Bedrock') through a common interface. See Butts (2008) <doi:10.1111/j.1467-9531.2008.00203.x> for description of relational event modeling.
How to cite:
C. Ben Gibson (2026). llrem: LLM Relational Event Models. R package version 0.1.1, https://cran.r-project.org/web/packages/llrem. Accessed 04 Jul. 2026.
Previous versions and publish date:
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Complete documentation for llrem
Functions, R codes and Examples using the llrem R package
Full llrem package functions and examples
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