Statistics

Software

  • R: Script, Markdown (development of .Rmd version of AU dissertation template as GitHub package, Link), Web Applications (shiny), Package Development (devtools)
  • Python, Stata, SPSS, LaTeX, GitHub, AWS, Docker
  • Qualtrics, NVivo, Trados, CAT

Methods

  • Generalized linear and nonlinear regression, causal inference
  • Experimental survey analysis and methodological design
  • Bayesian, prediction, probability, uncertainty, instrumental/proxy variables
  • Sampling, clustering, matching, visualization
  • Content analysis, web analytics (scraping, text LDA models)