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In moderndive: Tidyverse-Friendly Introductory Linear Regression

moderndive

R Documentation

moderndive - Tidyverse-Friendly Introductory Linear Regression

Description

Datasets and wrapper functions for tidyverse-friendly introductory linear regression, used in "Statistical Inference via Data Science: A ModernDive into R and the tidyverse" available at https://moderndive.com/.

Author(s)

Maintainer: Albert Y. Kim albert.ys.kim@gmail.com (ORCID)

Authors:

Chester Ismay chester.ismay@gmail.com (ORCID)

Other contributors:

Andrew Bray abray@reed.edu (ORCID) [contributor]
Delaney Moran delaneyemoran@gmail.com [contributor]
Evgeni Chasnovski evgeni.chasnovski@gmail.com (ORCID) [contributor]
Will Hopper wjhopper510@gmail.com (ORCID) [contributor]
Benjamin S. Baumer ben.baumer@gmail.com (ORCID) [contributor]
Marium Tapal mariumtapal@gmail.com (ORCID) [contributor]
Wayne Ndlovu waynedndlovu5@gmail.com [contributor]
Catherine Peppers cpeppers@smith.edu [contributor]
Annah Mutaya annahmutaya18@gmail.com [contributor]
Anushree Goswami anushreeegoswami@gmail.com [contributor]
Ziyue Yang zyang2k@gmail.com (ORCID) [contributor]
Clara Li clarasepianli@gmail.com (ORCID) [contributor]
Caroline McKenna carolinemckenna101@gmail.com [contributor]
Catherine Park jcathyp@gmail.com (ORCID) [contributor]
Abbie Benfield abbidabbers@gmail.com [contributor]
Georgia Gans georgiagans@live.com [contributor]
Kacey Jean-Jacques kjeanjacques@smith.edu [contributor]
Swaha Bhattacharya itsswahabhattacharya@gmail.com [contributor]
Vivian Almaraz viviansofia101@gmail.com [contributor]
Elle Jo Whalen ewhalen@smith.edu [contributor]
Jacqueline Chen jchen76@smith.edu [contributor]
Michelle Flesaker mflesaker@smith.edu [contributor]
Irene Foster ifoster25@smith.edu [contributor]
Aushanae Haller aushanaenhaller@gmail.com [contributor]
Benjamin Bruncati kbruncati@smith.edu (ORCID) [contributor]
Quinn White quinnarlise@gmail.com (ORCID) [contributor]
Tianshu Zhang tzhang26@smith.edu (ORCID) [contributor]
Katelyn Diaz katndiaz@gmail.com (ORCID) [contributor]
Rose Porta rporta@smith.edu [contributor]
Renee Wu rwu30@smith.edu [contributor]
Arris Moise amoise@smith.edu [contributor]
Kate Phan kphan@smith.edu [contributor]
Grace Hartley grace.hartley@gmail.com [contributor]
Silas Weden silasweden@gmail.com [contributor]
Emma Vejcik evejcik@gmail.com [contributor]
Nikki Schuldt nikkischuldt@gmail.com [contributor]
Tess Goldmann tessgoldmann@aol.com [contributor]
Hongtong Lin cccynthialht@gmail.com [contributor]
Alejandra Munoz amunozgarcia@smith.edu [contributor]
Elina Gordon-Halpern egordonhalpern@smith.edu [contributor]
Haley Schmidt heschmidt00@gmail.com (ORCID) [contributor]

Examples

library(moderndive)

# Fit regression model:
mpg_model <- lm(mpg ~ hp, data = mtcars)

# Regression tables:
get_regression_table(mpg_model)

# Information on each point in a regression:
get_regression_points(mpg_model)

# Regression summaries
get_regression_summaries(mpg_model)

# Plotting parallel slopes models
library(ggplot2)
ggplot(evals, aes(x = age, y = score, color = ethnicity)) +
  geom_point() +
  geom_parallel_slopes(se = FALSE)

moderndive documentation built on Sept. 11, 2024, 9:26 p.m.