In mkearney/tidymlm: Tidy Multilevel Model Tools for Academics

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%",
  eval = TRUE
)
options(width = 100)
polcom <- tidyversity::polcom

tidymlm

🎓 Tidy tools for academics

*** This package is in very early development. Feedback is encouraged!!! ***

Installation

Install the development version from Github with:

## install devtools if not already
if (!requireNamespace("devtools", quietly = TRUE)) {
  install.packages("devtools")
}
## install tidymlm from Github
devtools::install_github("mkearney/tidymlm")

Load the package (it, of course, plays nicely with tidyverse).

## load tidyverse
library(tidyverse)

## load tidymlm
library(tidymlm)

Multilevel modeling (MLM)

Estimate multilevel (mixed effects) models.

lme4::sleepstudy %>%
  tidy_mlm(Reaction ~ Days + (Days | Subject)) %>%
  summary()

mkearney/tidymlm documentation built on May 22, 2019, 3:51 p.m.