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 SimulationsPerformance Benchmarks
Number of Observations | R | Teradata + DB Lytics |
200,000 | 5 Hours | 3 Minutes |
1,200,000 | Killed after 12 Hours | 5 Minutes |
Analytics Used
- Match-It
- Logistic Regression
- Survival Analysis
- Poisson Regression