dlsem: Distributed-Lag Linear Structural Equation Models
Version 2.3

Inference functionalities for distributed-lag linear structural equation models (DLSEMs). DLSEMs are Markovian structural causal models (Pearl, 2000, Chapter 5) , where each factor of the joint probability distribution is a distributed-lag linear regression model (Judge et al., 1985, Chapters 9-10) . 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
Date of publication2018-06-08 15:15:39 UTC
MaintainerAlessandro Magrini <[email protected]>
Package repositoryView on CRAN
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dlsem documentation built on June 8, 2018, 5:03 p.m.