Course Information
Intro to R and R Studio
- Notes
- In-class Activity
- Application 1: UN Development Programme (UNDP) country sustainability data.
Data Inspection and Summary Statistics
- Notes
- In-class Activity
- Application 1: Sustainability data across countries
- Application 2: Environmental views from the American National Election Survey
- Application 3: Household data from Rondonia, Brazil
Data Visualization
- Notes
- In-class Activity
- Application 1: Sustainability data across countries
- Application 2: Environmental views from the American National Election Survey
- Application 3: Household data from Rondonia, Brazil
Linear Regression with One Regressor
- Notes
- In-class Activity
- Application 1: Crops and Income from Brazilian Households in Rondonia
Multiple Regression
- Notes – Multiple Regression
- Notes – Nonlinearities and Interactions
- Notes – Causality Biases
- In-class Activity
- Application 1: Hedonic analysis of Boston housing data
- Application 2: Household farm data from Rondonia, Brazil
Midterm Project
- Midterm Project
- with simulated data on donations to environmental NGOs
Binary Outcomes
- Notes
- In-class Activity
- Application 1: What influences households to switch to safer water Wells in Bangladesh?
- Application 2: What influences households to consider obtaining a reforestation license in Brazil?
Panel Data
- Notes
- In-class Activity
- Application 1: Examining bicycle crossing for 4 bridges in NYC in April 2016
- Application 2: Understanding gasoline consumption per car in 18 countries from 1960 until 1978
Experiments, Quasi-Experiments and Stated Preferences
- Notes
- In-class Activity
- Application 1: Estimating the damages from the Exxon Valdez Oil Spill
- Application 2: Estimating the WTP to protect virgin forests in Sweden
Final Project
- Final Project Proposal
- Final Project
- Each student chooses data to answer an environmental economics research question
Sample of Students’ Final Projects
- Chris Machol (Spring 2021): Infant Mortality and Pollution in India