bachirtadde/CInLPN: Causal Inference for Latent Processes Network

Contains functions to fit a dynamic model for multiple latent processes and estimate their temporal influences. The methodology is based on the combinaison of linear mixed model for latent processes trajectories and a system of differences equations for assessing their temporal influences. The estimation is done in the maximum likelihood framework.

Getting started

Package details

AuthorBachirou 0. Tadd\'e, C\'ecile Proust-Lima
MaintainerC\'ecile Proust-Lima <cecile.proust-lima@u-bordeaux.fr>
LicenseGPL (>= 2)
Version0.2.1
URL https://github.com/bachirtadde/CInLPN
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("bachirtadde/CInLPN")
bachirtadde/CInLPN documentation built on June 30, 2023, 11:47 a.m.