dlsem (2.4.3)

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 (Magrini, 2018 ; Magrini et al., 2019 ). 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.

Maintainer: Alessandro Magrini
Author(s): Alessandro Magrini

License: GPL-2

Uses: graph

Released 3 months ago.