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 (Magrini, 2018 <doi:10.2478/bile-2018-0012>; Magrini et al., 2019 <doi:10.1007/s11135-019-00855-z>). 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.

Packaged: 2019-11-03 17:11:49 UTC; Alessandro

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 <doi:10.2478/bile-2018-0012>; Magrini et al., 2019 <doi:10.1007/s11135-019-00855-z>). 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.
Packaged: 2020-04-16 15:45:35 UTC; Alessandro

Packaged: 2018-08-08 13:15:04 UTC; Alessandro

Authors@R: c(person(given = "Guangchuang", family = "Yu",
Description: Monthly download stats of 'CRAN' and 'Bioconductor' packages.
Download stats of 'CRAN' packages is from the 'RStudio' 'CRAN mirror', see <http://cranlogs.r-pkg.org>.
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Packaged: 2016-06-23 01:35:10 UTC; guangchuangyu

Packaged: 2016-07-14 09:50:22 UTC; guangchuangyu

Packaged: 2016-08-11 12:36:58 UTC; guangchuangyu

Packaged: 2016-09-20 05:17:40 UTC; guangchuangyu

Imports: ggplot2, jsonlite, magrittr, RColorBrewer, scales, utils
Packaged: 2017-08-07 07:45:44 UTC; guangchuangyu