Gilead

Real World Evidence
Scientific computation used for drug research Create cohorts based on trials, test hypotheses on cohorts with statistical analysis Computations include matching recipients between two treatment groups, Poisson Regression and Monte Carlo Simulations
Performance Benchmarks
Number of Observations R Teradata + DB Lytics
200,000 5 Hours 3 Minutes
1,200,000 Killed after 12 Hours 5 Minutes
Note : Benchmark includes Matchit, Poisson Regression and Monte Carlo Simulations
Analytics Used
  • Match-It
  • Logistic Regression
  • Survival Analysis
  • Poisson Regression