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Distributed-lag Linear Structural Equation Models in R: the dlsem Package
2019
Austrian Journal of Statistics
In this paper, an extension of linear Markovian structural causal models is introduced,called distributed-lag linear structural equation models (DLSEMs),where each factor of the joint probability distribution is adistributed-lag linear regression with constrained lag shapes.DLSEMs account for temporal delays in the dependence relationshipsamong the variables and allow to assess dynamic causal effects.As such, they represent a suitable methodology to investigate the effectof an external impulse
doi:10.17713/ajs.v48i2.777
fatcat:yrsmg46bofawpg57uu4pkdw5c4