Statistics

Software

  • Eagledown: R package to write a PhD Thesis at American University in R Markdown (Link)
  • BlockExperiments: R package to apply sequential blocking on ordinal variables (in development)
  • GLMpack: R package to accompany Generalized Linear Models: A Unified Approach (2nd ed.) by Jeff Gill and Michelle Torres (in development)
  • Python, AWS, Docker, GitHub, LATEX, Qualtrics, Stata, SPSS

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)