dlsem

Distributed-Lag Linear Structural Equation Models

Inference functionalities for distributed-lag linear structural equation models (DLSEMs). DLSEMs were recently proposed by Magrini et al. (2016) <ISBN:978-88-619-7061-8> as an extension of linear structural causal models (Pearl, 2000) <ISBN:978-0-521-89560-6>, where each factor of the joint probability distribution is a distributed-lag linear regression with constrained lag shapes. Endpoint-constrained quadratic, quadratic decreasing and gamma lag shapes are available.

Total

11,985

Last month

1,534

Last week

1,328

Average per day

51

Daily downloads

Total downloads

Description file content

Package
dlsem
Type
Package
Title
Distributed-Lag Linear Structural Equation Models
Version
2.0
Date
2017-12-05
Author
Alessandro Magrini
Maintainer
Alessandro Magrini
Description
Inference functionalities for distributed-lag linear structural equation models (DLSEMs). DLSEMs were recently proposed by Magrini et al. (2016) as an extension of linear structural causal models (Pearl, 2000) , where each factor of the joint probability distribution is a distributed-lag linear regression with constrained lag shapes. Endpoint-constrained quadratic, quadratic decreasing and gamma lag shapes are available.
Depends
nnet, splines, graph, gRbase, Rgraphviz
Imports
methods
License
GPL-2
NeedsCompilation
no
Packaged
2017-12-05 11:54:52 UTC; Alessandro
Repository
CRAN
Date/Publication
2017-12-05 17:39:53 UTC

install.packages('dlsem')

2.0

6 days ago

Alessandro Magrini

GPL-2

Depends on

nnet, splines, graph, gRbase, Rgraphviz

Imports

methods

Discussions