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罗马大学在Tor Vergata研究生学生掌握适销对路的编程和资产定价技巧

挑战

教研究生在金融和银行业的定量分析和编码技能,有需求的行业

解决方案

Take advantage of campus-wide access to MATLAB, online tutorials, and a certification program to enable students to acquire and demonstrate proficiency in MATLAB programming

Results

  • Classroom time optimized
  • Complex concepts learned through visualization
  • Students graduated with in-demand skills

“在金融领域,你只有真正理解了理论你在代码实现,而且在数据上执行代码,看看它产生,所有这些我们的学生在MATLAB做了。我们知道这种方法倍受业界,因为我们的毕业生很容易找到工作的赞赏。”

Dr. Stefano Herzel, University of Rome Tor Vergata
蒙特卡罗模拟结果进行实证密度回报(条)和理论密度的回报(系)对两个动态策略。

蒙特卡罗模拟结果进行实证密度回报(条)和理论密度的回报(系)对两个动态策略。


The two-year在金融和银行业程序科学硕士罗马在Tor Vergata大学的经济学院是专为谁希望的数学和统计技术的应用研究,金融市场有才华的学生。该程序产生的毕业生数量技能,在金融机构,98%的学生在完成学业后一年内使用的高需求。

斯特凡诺Herzel, professor of mathematics for economics and finance at Tor Vergata, teaches two courses that are very relevant to the master’s program:编码财务应用and资产定价。By using MATLAB®, Herzel has improved learning outcomes by implementing an intuitive, hands-on approach to lectures and assignments.

“Our students come from different backgrounds, and most have no programming experience when they begin,” says Herzel. “The online resources provided by MathWorks and the user-friendly MATLAB environment make it easy for students to learn quickly. It would be more difficult for them to start with a language like Python or R.”

挑战

Herzel had several teaching goals for his courses. For编码财务应用,he wanted to spend more classroom time helping students work through problems and less time on lectures covering the basics. For资产定价,他希望学生通过编写代码来实现和可视化他们学习的概念,以获得经济和金融理论有较深的了解。

Among Herzel’s main objectives were to equip students with the quantitative skills sought by prospective employers and provide students with an opportunity to earn a certification to demonstrate their MATLAB proficiency.

解决方案

Herzel趁着校园范围内许可的MATLAB在在Tor Vergata开发内容和教授课程,在金融和银行业程序科学大学的硕士学位。

Students take编码财务应用in their first year. They learn how to work with vectors, matrices, and tabular data in MATLAB, as well as how to write functions, handle missing data, and fit models to empirical data.

每个每周堂课前,学生们从MATLAB完整教程财务应用软件,在线培训课程可通过大学的校园范围的许可证。该许可证允许在自己的笔记本电脑的学生工作,对他们的MATLAB分配在校园的任何地方,减少对稀缺计算机实验室的时间需求。

Herzel通过审查涵盖了在线自学培训材料开始每堂课。随后,他领导的关键概念的讨论那一周覆盖。通常情况下,学生进行测验,然后分享他们的解决方案,在MATLAB测验问题。金宝搏官方网站Herzel通过引入的概念可以涉及下列周结束的类。

Students in the second-year course资产定价使用他们已经获得对定价使用的各种数学工具,如随机微分方程,以及分配上的资产定价理论,包括使用Black-Scholes模型或风险对冲套利定价完成作业的MATLAB技能。

作业包括通过非线性最小二乘优化校准模型,模拟随机过程和运行蒙特卡洛模拟来价衍生物,并检查了模型的理论结果。

After completing their coursework, students are given the opportunity to earn the Certified MATLAB Associate credential. Herzel himself was the first professor in Italy to receiveMATLAB认证。其中超过30他的学生迄今已通过了测试,并获得认证。

在Tor Vergata教师被整合到MATLAB等课程在金融和银行业计划的课程,包括投资组合管理的课程,学生使用MATLAB和优化工具箱™基于现代投资组合理论来进行投资组合优化。

Results

  • Classroom time optimized.“我们是因为它以MATLAB和众多的工具箱,我们在我们的程序中使用所提供的接入与校园范围内的许可已经高兴,” Herzel说。“当我们发现许可证还包括了丰富的格外有用的在线课程,我们更高兴,因为这意味着我们可以把重点课堂时间对芯材,而不是编码基础的。”
  • 通过可视化复杂概念学习。“Stochastic calculus can be confusing, and few students are convinced of its value by a mathematical proof alone,” notes Herzel. “Once they see how it works graphically in MATLAB, however, they are less skeptical, and prepared to apply Black-Scholes and other models that rely on stochastic differential equations.”
  • Students graduated with in-demand skills.“我们的一个计划的优势之一是我们的毕业生的就业率,” Herzel说。“我经常听到雇主是多么宝贵的毕业生要懂得程序,并在我们的情况下,在MATLAB程序。MATLAB认证是一个额外的好处,数十名学生,去年实现的,我们预计今年有尽可能多或更多的认证。”

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