What This Document Is
This is a problem set designed for an advanced undergraduate economics course focusing on the analytics of economic development. Specifically, it’s a challenging assignment (Problem Set 1) from Econ 270C at the University of California, Berkeley, centered around empirical analysis of a real-world development intervention. The assignment utilizes a rich dataset and requires students to apply econometric techniques to investigate the impact of a program designed to improve educational outcomes.
Why This Document Matters
This problem set is ideal for students enrolled in similar economic development courses, particularly those with a strong foundation in econometrics and statistical analysis. It’s most valuable when you’re looking to solidify your understanding of applying statistical methods to evaluate the effectiveness of development programs and interpret empirical results. It’s also beneficial for anyone preparing to conduct their own research in this field, as it provides a practical example of a research design and data analysis process. Access to the full document unlocks the opportunity to practice and refine these crucial skills.
Topics Covered
* Impact Evaluation of Educational Interventions
* Non-Parametric Regression Techniques
* Kernel Density Estimation
* Econometric Analysis of Microeconomic Data
* Statistical Inference and Hypothesis Testing
* Analysis of Treatment Effects
* Data Analysis using Stata (statistical software)
* Long-Term Effects of Early Interventions
What This Document Provides
* A detailed description of a real-world economic development program in rural Kenya focused on girls’ education.
* A comprehensive dataset (available separately) for empirical analysis.
* A series of analytical questions designed to test your understanding of econometric methods.
* Guidance on utilizing statistical software (Stata) for data manipulation and analysis.
* A framework for interpreting and presenting research findings, including regression output and graphical representations.
* Opportunities to explore potential unintended consequences of development programs.