Edmonton R User Group Meetup, March 30, 2023 - Linear regression in R with the lm function
We looked at R's most basic statistical functions and learned about linear regression (a.k.a. the 'lm()' function).
Topics that we covered:
the meaning of the coefficients and other summaries
confidence intervals vs. prediction intervals
overfitting and variable selection
bias-variance trade-off
regression trees, boosting, bagging
LASSO, GAM
R script: https://yegrug.github.io/meetups/2023...
Our sponsors:
R Consortium: https://www.r-consortium.org/
Analythium Solutions: https://hosting.analythium.io/?ref=yo...