CRAN . RSTUDIO . COM {
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Title:
CRAN: Package dlsem
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 <<a href="https://doi.org/10.2478%2Fbile-2018-0012" target="_top">doi:10.2478/bile-2018-0012</a>>; Magrini et al., 2019 <<a href="https://doi.org/10.1007%2Fs11135-019-00855-z" target="_top">doi:10.1007/s11135-019-00855-z</a>>). 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.
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Keywords {🔍}
dlsem, distributedlag, linear, structural, models, magrini, dlsemtgz, equation, dlsems, dlsemzip, rrelease, roldrel, inference, causal, lag, shapes, quadratic, decreasing, alessandro, package, binaries, arm, functionalities, markovian, factor, joint, probability, distribution, regression, constrained, doibile, doisz, account, temporal, delays, dependence, relationships, variables, single, parameter, covariate, allowing, perform, dynamic, feasible, fashion, endpointconstrained, linearly, gamma, version,
Topics {✒️}
distributed-lag linear regression constrained lag shapes gamma lag shapes joint probability distribution gz windows binaries canonical form https endpoint-constrained quadratic dlsem results documentation dlsem archive linking alessandro magrini maintainer econometrics cran checks zip macos binaries org/package=dlsem quadratic decreasing dlsem author package source temporal delays dependence relationships single parameter feasible fashion linearly decreasing rgraphviz imports methods published gpl-2 needscompilation reference manual pdf vignettes r-devel r-release r-oldrel r-project dlsems account dlsem package magrini 32614/cran zip //cran dlsems factor al 1007/s11135-019-00855 variables covariate allowing version 6 depends graph 2020-04-16 doi unifi materials
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