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moderndive (version 0.5.5)

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 .

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Version

Install

install.packages('moderndive')

Monthly Downloads

1,629

Version

0.5.5

License

GPL-3

Issues

8

Pull Requests

0

Stars

89

Forks

60

Maintainer

Albert Y Kim

Last Published

December 1st, 2022

Functions in moderndive (0.5.5)

MA_schools

Massachusetts Public High Schools Data
bowl_sample_1

Tactile sample of size 50 from a bowl of balls
evals

Teaching evaluations at the UT Austin
geom_categorical_model

Regression model with one categorical explanatory/predictor variable
geom_parallel_slopes

Parallel slopes regression model
get_correlation

Get correlation value in a tidy way
mythbusters_yawn

Data from Mythbusters' study on contagiousness of yawning
movies_sample

Random sample of 68 action and romance movies
pennies

A population of 800 pennies sampled in 2011
orig_pennies_sample

A random sample of 40 pennies sampled from the pennies data frame
promotions

Bank manager recommendations based on (binary) gender
%>%

Pipe operator
promotions_shuffled

One permutation/shuffle of promotions
mario_kart_auction

Data from Mario Kart Ebay auctions
ev_charging

Electric vehicle charging sessions for a workplace charging program
early_january_weather

Early January hourly weather data
reexports

Objects exported from other packages
tactile_prop_red

Tactile sampling from a tub of balls
saratoga_houses

House Prices and Properties in Saratoga, New York
pennies_sample

A sample of 50 pennies
pennies_resamples

Bootstrap resamples of a sample of 50 pennies
house_prices

House Sales in King County, USA
ipf_lifts

International Power Lifting Results A subset of international powerlifting results.
DD_vs_SB

Dunkin Donuts vs Starbucks
amazon_books

Sample of Amazon books
bowl

A sampling bowl of red and white balls
babies

Data on maternal smoking and infant health
bowl_samples

Sampling from a bowl of balls
coffee_ratings

Data from the Coffee Quality Institute's review pages in January 2018
alaska_flights

Alaska flights data
avocados

Avocado Prices by US Region
get_regression_points

Get regression points
get_regression_table

Get regression table
ma_traffic_2020_vs_2019

Massachusetts 2020 vs. 2019 Traffic Data Comparison
moderndive

moderndive - Tidyverse-Friendly Introductory Linear Regression
get_regression_summaries

Get regression summary values
gg_parallel_slopes

Plot parallel slopes model
mass_traffic_2020

2020 road traffic volume and crash level date for 13 Massachusetts counties