LF_known: Known True Likelihood Factor

In lurui0421/Super-Learning-: The Extensible TMLE Framework

Description

Incorporate existing knowledge about the likelihood Inherits from LF_base; see that page for documentation on likelihood factors in general.

Usage

LF_known

Format

R6Class object.

Value

LF_base object

Constructor

define_lf(LF_fit, name, mean_fun, density_fun, ..., type = "density")

name

character, the name of the factor. Should match a node name in the nodes specified by tmle3_Task$npsem

mean_fun

A function that takes a sl3 regression task and returns true conditional means

density_fun

A function that takes a sl3 regression task and returns true conditional densities

...

Not currently used.

type

character, either "density", for conditional density or, "mean" for conditional mean

See Also

Other Likelihood objects: CF_Likelihood, LF_base, LF_derived, LF_emp, LF_fit, LF_static, Likelihood, Targeted_Likelihood, define_lf

lurui0421/Super-Learning- documentation built on July 4, 2019, 1:02 p.m.