point_trans: Helper Functions for Point Estimators

Description Usage Arguments

Description

Handles the common W (covariates), S (location), Y (outcome) data structure

Usage

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point_o_npsem(node_list, variable_types = NULL)

point_e_npsem(node_list, variable_types = NULL)

point_task(data, node_list, make_npsem, variable_types = NULL, ...)

point_o_likelihood(tmle_task, learner_list)

point_e_likelihood(tmle_task, learner_list)

Arguments

node_list

a list of character vectors, listing the variables that comprise each node

variable_types

a list of variable types, one for each node. If missing, variable types will be guessed

data

a data.frame, or data.table containing data for use in estimation

...

extra arguments.

tmle_task

a tmle3_Task as constructed via point_task

learner_list

a list of sl3 learners, one for A and one for Y to be used for likelihood estimation


Zyx0Wu/tmle3trans documentation built on June 23, 2021, 2:26 a.m.