## ----setup, include=FALSE-----------------------------------------------------
knitr::opts_chunk$set(echo = TRUE)
library(furniture)
library(MarginalMediation)

## -----------------------------------------------------------------------------
library(furniture)
data("nhanes_2010")
names(nhanes_2010)

## -----------------------------------------------------------------------------
pathbc <- glm(marijuana ~ home_meals + gender + age + asthma, 
              data = nhanes_2010, 
              family = "binomial")
patha <- glm(home_meals ~ gender + age + asthma,
             data = nhanes_2010, 
             family = "gaussian")

mma(pathbc, patha,
    ind_effects = c("genderFemale-home_meals",
                    "age-home_meals",
                    "asthmaNo-home_meals"),
    boot = 500)

## -----------------------------------------------------------------------------
frames(pathbc,
       boot = 100)

## ---- eval=FALSE--------------------------------------------------------------
#  remotes::install_github("leeper/margins")
#  library(margins)
#  summary(margins(pathbc))