[3D] (03) Education system using ICT-III

9:30 AM - 9:45 AM JST(12:30 AM - 12:45 AM UTC)

[3D01] Visualization Teaching Materials for Probability and Statistics Using Monte Carlo MethodsProbability Density Function, Central Limit Theorem, Confidence Interval

○Akira Nakamura¹ (1. Kanazawa Institute of Technology)

Keywords:

Monte Carlo Methods,Probability Density Function,Central Limit Theorem,Confidence Interval

An educational material using Excel has been developed to support the understanding of probability density functions, the central limit theorem, and confidence intervals by calculating random variables and graphing them using the Monte Carlo method. By changing the parameters, users can visually observe changes in the output, which deepens their understanding of probability and statistics.