Skills Development: Cross-sectional Techniques (Cohorts 9 and 10)

12 July 2024
Research Programme: Macroeconomic Analysis Models
Event type: Skills Development
Event date: 8 July 2024, 8:00am
to 12 July 2024, 5:00pm

The field of econometrics has developed rapidly over the past three decades, and the use of up-to-date econometric techniques has become more and more standard practice in empirical work in many fields of economics. Collectively the three workshops will attempt to lay the foundation to use a subset of these techniques and support the understanding of more advanced material. As suggested above, three separate training workshops will be offered in time-series, cross-section and panel data econometrics respectively.

For this workshop, facilitated by Steven Koch and Matthew Clance (University of Pretoria), it is assumed that all students are comfortable with basic statistical methods, such as the calculation of means and standard deviations, as well as hypothesis testing, primarily t, z, and F-distribution based tests. Participants are expected to have a modest understanding of matrix algebra, meaning that the participant can interpret the solution to the OLS problem. Finally, it is assumed that participants have a modicum of understanding of STATA, or at least the structure of programming.

In the second workshop, students will cover the following topics:
  1. Principles and methodology of econometric analysis
  2. The linear model
  3. Qualitative Dependent Variable Models
  4. Randomized Controlled Trials and Matching
  5. Instrumental Variables
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