dlsem

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) <ISBN:978-0-521-89560-6>, where each factor of the joint probability distribution is a distributed-lag linear regression model (Judge et al., 1985, Chapters 9-10) <ISBN: 978-0-471-89530-5>. 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.

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Description file content

Package
dlsem
Type
Package
Title
Distributed-Lag Linear Structural Equation Models
Version
2.4
Date
2018-08-08
Author
Alessandro Magrini
Maintainer
Alessandro Magrini
Description
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.
Depends
graph, Rgraphviz
Imports
methods
License
GPL-2
NeedsCompilation
no
Packaged
2018-08-08 13:15:04 UTC; Alessandro
Repository
CRAN
Date/Publication
2018-08-08 18:20:03 UTC

install.packages('dlsem')

2.4

2 months ago

Alessandro Magrini

GPL-2

Depends on

graph, Rgraphviz

Imports

methods

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