Statistics

Software

  • R: Script, Markdown, Web Applications (shiny), Package Development (devtools)
  • Python, Stata, SPSS, Latex, GitHub
  • Qualtrics, NVivo, Trados, CAT

Methods

  • Generalized linear and nonlinear regression, causal inference
  • Prediction, probability, uncertainty, instrumental/proxy variables
  • Sampling, clustering, matching, visualization
  • Content analysis, web analytics (scraping, text LDA models)
  • Survey design and experiments