Lab Scripts
This page contains link to lab scripts throughout the semester. Clicking the title of the lab script will go directly to the “spun” HTML document from the underlying R code. The bottom right icons link to the underlying R script () and the HTML document ().
-
An Intro to R, Rstudio, and {tidyverse}
tl;dr: A tidyverse-oriented lab for introducing students to R and Rstudio. -
Some Basics of Descriptive Inference
tl;dr: A lab session on things like modes, medians, means, and variable types. -
Associational and Inferential Techniques
tl;dr: A lab session on associational techniques/limitations and a basic discussion of inference. -
Random Assignment and Experiments
tl;dr: A lab session on random assignment with a partial replication of some of Chapter 1 of Mastering 'Metrics. -
Measurement Error
tl;dr: A lab session on what weird things measurement error can do to our inferences. -
OLS Regression
tl;dr: A lab session on basic OLS and how to unpack it. -
OLS Regression Diagnostics
tl;dr: A lab session on diagnostic checks for OLS and what to do if you flunk one. -
Instrumental Variables
tl;dr: A lab session on instrumental variable analysis.