dlsem: Distributed-Lag Linear Structural Equation Models

Inference functionalities for distributed-lag linear structural equation models (DLSEMs). DLSEMs are Markovian structural causal models where each factor of the joint probability distribution is a distributed-lag linear regression model (Magrini, 2018) <doi:10.2478/bile-2018-0012>. DLSEMs account for temporal delays in the dependence relationships among the variables and allow to perform dynamic causal inference by assessing causal effects at different time lags. Endpoint-constrained quadratic, quadratic decreasing and gamma lag shapes are available.

Package details

AuthorAlessandro Magrini
MaintainerAlessandro Magrini <[email protected]>
LicenseGPL-2
Version2.4.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("dlsem")

Try the dlsem package in your browser

Any scripts or data that you put into this service are public.

dlsem documentation built on Jan. 10, 2019, 5:06 p.m.