Seminar in Criminology Research and Analysis Class (for PhD students in Criminology). CRIM 7301 at UTD specifically when I delivered it in person.
See the ClassOverview folder for example syllabus and material related to the final project. Then you have weekly lectures, along with a coding assignment. Code examples are in R, Stata, SPSS, and social network analysis stuff in Python.
If you cannot get access to the reading materials, just email me and I will forward them. If a teacher, you can email me for example finished homeworks.
- Add in HTML pages with math for non-linear regression/generalized linear models lecture
- Incorporate Synthetic Control into DiD lecture
- see this blog post for an R code example (using
synthwith placebo, and comparing to lasso). - Stata synth example???
- see this blog post for an R code example (using
- Intro to installing Stata commands in computer lab (see this post for examples of setting up adopaths)
- Python machine learning examples (and calling python machine learning from ?Stata?). See this post for example random forest in python.
If you have suggestions, always feel free to email!