Monte Carlo Variance Reduction using Antithetic Variates (FRM Part 1, Quantitative Analysis)

Monte Carlo Variance Reduction using Antithetic Variates (FRM Part 1, Quantitative Analysis)

7.717 Lượt nghe
Monte Carlo Variance Reduction using Antithetic Variates (FRM Part 1, Quantitative Analysis)
In this video from FRM Part 1 curriculum, we take a look a the antithetic variates technique to reduce the standard error of our Monte Carlo based estimator. This technique simulates the chosen variable as a pair of values - with the members of the pair having a negative dependence amongst themselves. This negative dependence reduces the variance of the estimator and hence, the standard error. For more videos on FRM Part 1 preparation, please visit the course page: https://www.finRGB.com/courses/frm-part-1-online-course.