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