NEXT

• Week 1; Simulation and Its types
• Week 2; Computer Simulation
• Week 3; Clinical healthcare simulators
• Week 4; Some examples of mathematical modeling and simulation
• Week 5;Monte Carlo methods
• Week 6; Random number generation methods
• Week 7; Generation of random variables
• Week 8; Generation of discrete random variables
• Week 9; Generation of continuous random variables
• Week 10; Generation of discrete random variable using inverse transform and acceptance rejection method
• Week 11; Generation of continuous random variable using inverse transform and acceptance rejection method and related exercises
• Week 12; Comparison of algorithms to generate random variables
• Week 13; Simulating Descriptive measures of univariate, bivariate and multivariate with R one and two variable in testing of hypothesis about means with R
• Week 14; Simulating one and two variable in testing of hypothesis about correlation coefficients with R
• Week 15; Gibbs sampling and other resampling techniques
• Week 16; Variance reduction techniques: importance sampling for integration, control variates and antithetic variables.