Equitable Equations
Hi everybody! I'm Andrew Gard, a professor of mathematics and computer science at Lake Forest College, just north of Chicago, USA, where I teach statistics in R to beginning, intermediate, and advanced students. I started this channel because I believe that statistics and data science can be empowering and liberating for everyone.
Proceeds of this channel always benefit equity-based community organizations. Currently I'm supporting Chicago Scholars (https://chicagoscholars.org/). Please join me!
How to put a project onto GitHub
Today I learned in R: .id and .by
Git for R users: how to resolve a merge conflict
Git for R users: branches and merges
Today I learned in R: dr_here and saveRDS
Git for R users
Dataviz with R: the Du Bois challenge (plate 25)
W.E.B. Du Bois's data portraits with Dr. Courtney Joseph
Combining observations in R with bind_rows()
Discrete bivariate distributions
Pie charts with R
ANOVA in R
Understand ANOVA in 8 minutes
Add great alt text to your data visualizations
How to move into data science
Percentiles of continuous distributions
Overfitting in machine learning
Sensitivity, specificity, precision, recall
Understanding geom_smooth's default loess method
Logistic regression with R: example
Imputing missing bikeshare data with R
Ethical AI in healthcare with Dr. Heather Mattie
Poisson regression in R
Poisson regression
Deviance in logistic regression models
Simple linear regression in R
Not-so-simple linear regression with R
Bibliographies with R and Quarto
Beautiful tables with the gt package
Cross references in R and Quarto