LF_rule: Dynamic Likelihood Factor

In tlverse/tmle3mopttx: Targeted Maximum Likelihood Estimation of the Mean under Optimal Individualized Treatment

Dynamic Likelihood Factor

Description

Dynamic Likelihood Factor built on top of LF_base.

Format

An R6Class object inheriting from LF_base.

Value

LF_base object.

Super class

tmle3::LF_base -> LF_rule

Methods

Public methods

• LF_rule$new()

• LF_rule$get_mean()

• LF_rule$get_density()

• LF_rule$cf_values()

• LF_rule$clone()

Inherited methods

• tmle3::LF_base$delayed_train()
• tmle3::LF_base$get_likelihood()
• tmle3::LF_base$print()
• tmle3::LF_base$sample()
• tmle3::LF_base$train()

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Method new()

Usage

LF_rule$new(name, type = "density", rule_fun, ...)

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Method get_mean()

Usage

LF_rule$get_mean(tmle_task, fold_number)

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Method get_density()

Usage

LF_rule$get_density(tmle_task, fold_number)

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Method cf_values()

Usage

LF_rule$cf_values(tmle_task)

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Method clone()

The objects of this class are cloneable with this method.

Usage

LF_rule$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

tlverse/tmle3mopttx documentation built on Aug. 9, 2022, 3:31 p.m.