dlsem (2.4.6)

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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 where each factor of the joint probability distribution is a distributed-lag linear regression with constrained lag shapes (Magrini, 2018 ; Magrini et al., 2019 ). DLSEMs account for temporal delays in the dependence relationships among the variables through a single parameter per covariate, thus allowing to perform dynamic causal inference in a feasible fashion. Endpoint-constrained quadratic, quadratic decreasing, linearly decreasing and gamma lag shapes are available.

Maintainer: Alessandro Magrini
Author(s): Alessandro Magrini

License: GPL-2

Uses: graph

Released about 1 month ago.

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