LF_oat: Likelihood Factor perform outcome adjusted tmle using sl3.
In tlverse/ctmle3: Pipelines for Machine Learning and Super Learning
Description
Usage
Format
Value
Constructor
Fields
Description
Uses an sl3 learner to estimate OAT
Inherits from LF_fit; see that page for documentation on likelihood factors in general.
Usage
1
Format
R6Class object.
Value
LF_fit object
Constructor
define_lf(LF_oat, name, learner, ..., type = "density")
namecharacter, the name of the factor. Should match a node name in the nodes specified by tmle3_Task$npsem
learnerAn sl3 learner to be used to estimate the factor
...Not currently used.
typecharacter, either "density", for conditional density or, "mean" for conditional mean
Fields
learnerThe learner or learner fit object
tlverse/ctmle3 documentation built on May 25, 2019, 2:21 p.m.
R Package Documentation
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Description Usage Format Value Constructor Fields
Description
Uses an sl3 learner to estimate OAT
Inherits from LF_fit; see that page for documentation on likelihood factors in general.
Usage
1 |
Format
R6Class object.
Value
LF_fit object
Constructor
define_lf(LF_oat, name, learner, ..., type = "density")
namecharacter, the name of the factor. Should match a node name in the nodes specified by
tmle3_Task$npsemlearnerAn sl3 learner to be used to estimate the factor
...Not currently used.
typecharacter, either "density", for conditional density or, "mean" for conditional mean
Fields
learnerThe learner or learner fit object
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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