Unit 1
Dplyr
Engineering Economics
Syllabus
Unit 1
Getting Started with R
Vectors, Tibbles, and Pipes
Dplyr
Murder Mystery!
Ggplot2
Fitting a Linear Model
Love Island lm() Project
Maximum Likelihood and Logit
Sequential Games
GridWorld
Dplyr Review: Fulton Fish Market
Ggplot2 and lm Review: Fulton Fish Market
Unit 2
Rule-Based Robot
Replace Rules with Trial and Error Learning
Q-Learning: Exploration vs Exploitation
Dynamic Programming: Value Iteration
Unit 2 Practice Test
RL vs IRL; McFadden’s Binary Choice
Markov Chains
Unit 3
Rust (1987) Part 1: Estimation
Rust (1987) Part 2: Counterfactuals
NFXP on a GridWorld
Unit 3 Practice Test
Extra Credit Project: DDC Model on Taxi Drivers
Unit 1
Dplyr
Dplyr
Vectors, Tibbles, and Pipes
Murder Mystery!
