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dlsem  

Distributed-Lag Linear Structural Equation Models
View on CRAN: Click here


Download and install dlsem package within the R console
Install from CRAN:
install.packages("dlsem")

Install from Github:
library("remotes")
install_github("cran/dlsem")

Install by package version:
library("remotes")
install_version("dlsem", "2.4.6")



Attach the package and use:
library("dlsem")
Maintained by
Alessandro Magrini
[Scholar Profile | Author Map]
First Published: 2016-05-19
Latest Update: 2020-04-16
Description:
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.
How to cite:
Alessandro Magrini (2016). dlsem: Distributed-Lag Linear Structural Equation Models. R package version 2.4.6, https://cran.r-project.org/web/packages/dlsem. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0.1 (2016-05-24 06:27), 1.0.3 (2016-06-07 17:09), 1.0 (2016-05-19 17:55), 1.2.0 (2016-06-20 17:41), 1.2.1 (2016-07-05 23:49), 1.3.0 (2016-08-23 16:31), 1.3.1 (2016-09-12 08:11), 1.3.2 (2016-09-17 01:20), 1.4 (2016-10-03 22:55), 1.5 (2016-11-24 00:04), 1.7 (2017-01-09 21:46), 1.8 (2017-06-13 00:52), 1.9 (2017-07-23 17:55), 2.0 (2017-12-05 18:39), 2.1 (2018-01-03 14:09), 2.2 (2018-03-03 23:37), 2.3 (2018-06-08 17:15), 2.4.1 (2019-01-10 15:00), 2.4.2 (2019-05-27 19:20), 2.4.3 (2019-08-20 23:20), 2.4.4 (2019-10-16 23:50), 2.4.5 (2019-11-03 22:10), 2.4 (2018-08-08 20:20)
Other packages that cited dlsem R package
View dlsem citation profile
Other R packages that dlsem depends, imports, suggests or enhances
Complete documentation for dlsem
Functions, R codes and Examples using the dlsem R package
Some associated functions: agres . as.graphNEL . auto.lagPlot . autoCode . causalEff . compareModels . dlsem-package . dlsem . drawSample . ecq . industry . isIndep . lagPlot . lagShapes . lmHAC . residualPlot . unirootTest . 
Some associated R codes: Full dlsem package functions and examples
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