Associate Professor of Economics

University of Oklahoma

Research Fellow

Institute for the Study of Labor (IZA)

Fellow

Global Labor Organization (GLO)

**Contact:**

Department of Economics

University of Oklahoma

322 CCD1, 308 Cate Center Drive

Norman, OK 73072

Hosted on GitHub Pages — Theme by orderedlist

- Introductory slides that introduce Julia (outdated version here)
- My Github repository, which introduces basic econometric models in Julia.
`EM algorithm example`

: Code to generate data and estimate simple versions of the EM algorithm for estimation of models with discrete type-specific unobserved heterogeneity.

`summarize.m`

: Mimics Stata's`summarize`

command.`normalMLE.m`

: Estimates normal linear regression with heteroskedastic errors by maximum likelihood.`applyRestr.m`

: Allows for easy parameter restrictions in optimization problems (co-writen with Jared Ashworth).`clogit.m`

: Estimates conditional logit regression by maximum likelihood (co-writen with Jared Ashworth).`ologit.m`

: Estimates the ordered logit model by maximum likelihood.`EM algorithm example`

: Code to generate data and estimate simple versions of the EM algorithm for estimation of models with discrete type-specific unobserved heterogeneity.

- Cape Town: a Beamer slide theme for LaTeX presentations.
- Poster: a LaTeX poster example.
- jole.bst: a BibTeX style file for formatting citations according to the style of the
*Journal of Labor Economics*. - CV template: a template for producing a CV in LaTeX (PDF output)
- Template for completing peer review: a template for producing materials for requests to serve as a peer reviewer
- Minimal working example of how to include multiple bibliographies in a LaTeX document

- Introduction to machine learning for social scientists: Slides from a short presentation that outlines what machine learning is and how social scientists can benefit from using its methods.
- Practical tips for machine learning practitioners, via Pedro Domingos.
- The Master Algorithm, written by Pedro Domingos.