In this page, you can find class notes I have used in different courses.
I have grouped them by topics, even though some of the courses I teach or
have taught are different combinations of these topics.
Structural Microeconometrics
- Introduction: structural modeling [pdf]
- Production function estimation [pdf]
- Applications of discrete and dynamic choice models [pdf]
- Dynamic discrete choice models: full solution approaches [pdf]
- Conditional choice probability (CCP) estimation [pdf]
- Dynamic discrete games with incomplete information [pdf]
- Introduction to auctions [pdf]
Microeconometrics
- A brief review of maximum likelihood, GMM, and numerical tools [pdf]
- Panel data [pdf]
- Discrete choice [pdf]
- Censoring, truncation, and selection [pdf]
- Duration analysis [pdf]
Treatment Effects
- Potential outcomes and causality: treatment effects [pdf]
- Social experiments (randomized control trials and natural experiments) [pdf]
- Selection on observables. Matching [pdf]
- Instrumental variables [pdf]
- Regression discontinuity [pdf]
- Difference in differences [pdf]
- Quantile regression and quantile treatment effects [pdf]
Probability and Statistics
- Descriptive statistics [pdf]
- Random variables and probability distributions [pdf]
- Multivariate random variables [pdf]
- Sample theory and sample distributions [pdf]
- Estimation [pdf]
- Regression [pdf]
- Hypothesis testing and confidence intervals [pdf]
Economics of migration (syllabus only) [pdf]
An Introduction to GAUSS [pdf]
A Short Introduction To LATEX and Beamer [pdf]
Undergraduate econometrics (in Catalan)
- Introducció a l'ànalisi economètrica [pdf]
- El model de regressió simple [pdf]
- El model de regressió lineal múltiple: estimació [pdf]
- El model de regressió múltiple: inferència i predicció [pdf]