Matlab软件在概率与数理统计教学中的应用

The Application of Matlab Software in the Teaching of Probability and Mathematical Statistics

摘要: Matlab软件是一款功能强大的科学计算软件，具备高效的数据处理、图形绘制以及算法实现能力。本文旨在探究Matlab软件在概率与数理统计教学过程中的应用，利用Matlab进行概率分布的可视化、统计数据处理与分析、随机模拟实验等，帮助学生更直观地理解抽象的概率统计概念，提高教学效果，增强学生运用概率统计知识解决实际问题的能力。

Abstract: Matlab software is a powerful scientific computing software with efficient data processing, graphics drawing, and algorithm implementation capabilities. The main purpose of this paper is to explore the application of Matlab software in the teaching process of probability and mathematical statistics. By using Matlab for probability distribution visualization, statistical data processing and analysis, and stochastic simulation experiments, it helps students more intuitively understand abstract probability and statistics concepts, improves teaching effectiveness, and enhances students’ ability to use probability and statistics knowledge to solve practical problems.