Statistical programming, function writing, graphics using high-level statistical computing languages. Data management, parallel computing, version control, simulation studies, power calculations. Using optimization to fit statistical models. Monte Carlo methods, reproducible research.
prereq: (Stat 5102 or Stat 8102) and (Stat 5302 or STAT 8051) or consent