make_estimates_database: Generates a database of results using gbiqq over possible...

In lilymedina/gbiqqtools: Tools for generalized BIQQ

Description

This function runs many models and can take a long time depending on the size of possible data.

Usage

make_estimates_database(model, given, possible_data = NULL,
  queries = "Y[X=1]>Y[X=0]")

Arguments

model	A causal model as created by make_model
possible_data	A data frame with possible data
queries	Queries

Value

A dataframe

Examples

#' library(dplyr)
model <- make_model("X->M->Y")  %>%
   set_restrictions(causal_type_restrict = "Y[M=1]<Y[M=0] | M[X=1]<M[X=0] ") %>%
   set_parameter_matrix()

given = data.frame(X = c(0,0,0,1,1,1), M = NA, Y = c(0,0,1,0,1,1))

possible_data <- make_possible_data(model, given)

estimates_database <- make_estimates_database(
      model,
      given = given,
      possible_data,
      queries = "Y[X=1]>Y[X=0]")

lilymedina/gbiqqtools documentation built on Nov. 4, 2019, 4:32 p.m.