Welcome to my GitHub repository! I am Ayan Sarkar, an aspiring predoctoral candidate in Economics with a passion for Environmental Economics and Impact Evaluation. This repository serves as a hub for my academic and research-related activities.
- 🎓 B.S in Environmental Economics & Policy at UC Berkeley.
My primary research interests revolve around environmental policy evaluation. Currently, I am interested in risk management and the role of developing economically sound policy that is tuned in to the catastropic realities of the impacts of climate change.
- Simple demonstration of basic data cleaning procedule along with simple visualizations
- Uses dplyr and tidyr packages in R to clean and aggregate US Census data.
- Uses Mallow's Cp statistic to generate optimal regression model through nuanced model selection procedures to improve model performance.
- Uses scikit-learn
- Plots Texas' energy consumption over the past decade as time series
- User-interactive widget to visualize AQI over the last decade in Texas
- Uses geopanda package
- R
- Python
- SQL
- ArcGis Pro
- Stata
- SAS
- Matlab
- Google Earth Engine (GEE)
- Julia
