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先修课程、其它学习要求
Pre-requisites or Other
Academic Requirements
概率论(或概率论与数理统计)
Probability Theory(or Probability and Statistics)
后续课程、其它学习规划
Courses for which this course
is a pre-requisite
寿险精算,证券投资
Life Insurance Actuarial Science, Security Investments
其它要求修读本课程的学系
Cross-listing Dept.
本课程主要学习金融数学中的基本概念-利息理论,以及如何应用这些基本数学模型来刻画现金流分析和货币时间价值计算
理论,并对金融数学的主要内容做初步介绍,为将来在相关领域的进一步学习打下坚实的基础。
To provide an understanding of the fundamental concepts of financial mathematics-the theory of interest, and to give a
brief introduction to financial mathematics, and how those concepts are applied in calculating present and accumulated
values for various streams of cash flows as a basis for the future studies.
通过本课程的学习,学生可以掌握以利息理论为主的金融数学基础知识,并为进一步深入系统地学习金融数学,精算学、
以及相关领域的研究和应用打下坚实的基础,而且帮助学生通过精算师相关科目的考试。
After taking the course, the students should have a basic understanding of some basic concepts in financial
mathematics including the theory of interest, and be well prepared for advanced studies in mathematical finance,
actuarial science and other related fields. It also can help students to pass the related SOA Exams.
课程内容及教学日历 (如授课语言以英文为主,则课程内容介绍可以用英文;如团队教学或模块教学,教学日历须注明
主讲人)
Course Contents (in Parts/Chapters/Sections/Weeks. Please notify name of instructor for course section(s), if
this is a team teaching or module course.)
1. 利息基本计算:利息基本函数、利息基本计算(6 学时)
The measurement of interest: Various quantitative measures of interest
2. 年金:基本年金、广义年金、变化年金(8 学时)
Annuities: Basic annuities, General annuities, Varying annuities
3. 投资收益分析:基本投资分析、收益率计算、资本预算(6 学时)
Yield rates: Introduction to yield rates, Calculating Yield rates, Capital budgeting,
4. 本金利息分离技术:摊还法、偿债基金法、其他偿还方法(6 学时)
The breakdown of principal and interest payments: The amortization method, The sinking
fund method and other methods
5. 固定收益证券:债券基本定价、广义债券定价与收益分析(6 学时)