dlsem (2.2)

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Distributed-Lag Linear Structural Equation Models.


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.

Maintainer: Alessandro Magrini
Author(s): Alessandro Magrini

License: GPL-2

Uses: graph, gRbase

Released 19 days ago.

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