fill_in_interventional_density: Fill in pdf of Interventional Distribution to List Fill in...

View source: R/fill_in_interventional_density.R

fill_in_interventional_densityR Documentation

Fill in pdf of Interventional Distribution to List Fill in the probability density function (pdf) of the interventional distribution to the internal list. The values are computed pointwise over a grid of values for each univariate variable separately (i.e., the pdfs of the marginal distributions). See, for example, Eqs. 9, 14, and 22c in Gische and Voelkle (2022).

Description

Fill in pdf of Interventional Distribution to List Fill in the probability density function (pdf) of the interventional distribution to the internal list. The values are computed pointwise over a grid of values for each univariate variable separately (i.e., the pdfs of the marginal distributions). See, for example, Eqs. 9, 14, and 22c in Gische and Voelkle (2022).

Usage

fill_in_interventional_density(internal_list = NULL)

Arguments

internal_list

A list with information extracted from the model.

Value

The inputted list with slot ..$interventional_distribution$density_function$values filled in.

References

Gische, C., Voelkle, M.C. (2022) Beyond the Mean: A Flexible Framework for Studying Causal Effects Using Linear Models. Psychometrika 87, 868–901. https://doi.org/10.1007/s11336-021-09811-z


christian-gische/causalSEM documentation built on April 26, 2023, 10:36 p.m.