楼主: ivanguo
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[学科前沿] 看看英国数理金融硕士课程,想象我们该怎么学吧。 [推广有奖]

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ivanguo 发表于 2011-3-20 09:42:16 |AI写论文

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大家都知道,英国的硕士课程一般只有一年的时间,他是为继续攻读博士学位而做准备的,所以,硕士阶段学的都是奠基的课程,如金融基础知识、以后要用到的研究工具等,以下是英国某大学数学金融硕士的课程,大家参考一下,就知道金融硕士阶段要怎么学了。
Term 1 (October - December)
1、Econometrics with Financial Applications  (15+)。
forecasting; stochastic volatility; ARCH; GARCH; co-integration; statistical-arbitrage; non-stationarity; unit roots
2、Introduction to quantitative finance (10+)。
options pricing; Black-Scholes; European and American options; exotic options; fixed income; binomial method; random walks
3、Computational Methods and Frontiers (10+)。
finite differences; finite elements; numerical solutions; partial differential equations
Optional Modules
4、International Banking and Finance (20)。
5、Macroeconomics (30)
Economic growth, consumption, investment, exchange rates, interest parity conditions, overshooting, speculative attacks, inflation, monetary policy.
6、Multicriteria Decision Making (10)
Vector optimization; Pareto efficiency;  efficient set; goal programming; partial and total order; invariant order; cone and dual cone.
7、Nonlinear Programming I (10)
Optimality condition; convex set and convex function; duality theory; unconstrained optimization; constrained optimization; conjugate gradient algorithms; Newton-type algorithms; interior point algorithms; Lagrangian methods.
8、Conic optimization (10)
Interior point algorithms; semi-definite programming; conic optimization; quadratic optimization; Semi-definite relaxation; finance and engineering applications.
9、Topics in Money and Banking (10)
10、Integer Programming (10)
Alternative formulations; optimality;  relaxation; primal and dual bounds; total unimodularity;  cut-plane algorithm; branch and bound method; network flow problems; knapsack problems; matching problem; assignment problem; set covering problem

Relevant modules for those without all the requisite undergraduate mathematics training include: PDEs, Transform Theory,  and Complex Variable Theory for Physicists.  Graduate modules offered elsewhere in the University may also be taken with the Programme Director's approval.

Term 2 (January - March)
Compulsory Modules
1、Econometrics with Financial Applications (+15)
forecasting; stochastic volatility; ARCH; GARCH; co-integration; statistical-arbitrage; non-stationarity; unit roots
2、Exotic options, bonds and further quantitative finance  (+10)
options pricing; Black-Scholes; European and American options; exotic options; fixed income; binomial method; random walks
3、Computational Methods and Frontiers (+10)
finite differences; finite elements; numerical solutions; partial differential equations
4、Economics of Financial Markets (20)
consumption-based CAPM; equity premium; factor models; time-varying risk; behavioural finance
5、Risk Analytics (10)
copulas; Value-at-Risk; expected shortfall (cVaR); mean-variance portfolio optimization; PCA; stress testing; Black-Litterman; live trading
Optional Modules
6、Non-Linear Programming II (10)
Optimality condition; convex set and convex function; duality theory; unconstrained optimization; constrained optimization; conjugate gradient algorithms; Newton-type algorithms; interior point algorithms; Lagrangian methods.
7、Combinatorial Optimisation (10)
Alternative formulations; optimality;  relaxation; primal and dual bounds; total unimodularity;  cut-plane algorithm; branch and bound method; network flow problems; knapsack problems; matching problem; assignment problem; set covering problem
8、Advanced quantitative finance: crashes, volatility, multiple assets and hedging (10)
crashes; volatility modeling; multi-asset options; hedging; liquidity; asset allocation; stochastic control; historical lessons; Monte Carlo
9、Heuristic Optimisation (10)
Exhaustive search; tapu-search, local search; greedy algorithms; dynamic programming; computer simulation; evolutionary Algorithms.
10、Research Frontiers in Management Mathematics (10)
Semi-infinite programming; economic equilibrium problems; projection algorithms; fixed-point methods; merit functions.

Relevant modules for those without all the requisite undergraduate mathematics training include: Numerical Methods in Linear Algebra, Programming.  Graduate modules offered elsewhere in the University may also be taken with the Programme Director's approval.


该校数学金融硕士是经济学院和数学学院联合培养的。期间还会邀请达菲这样的牛人来讲C++在金融建模中的应用,可以看出,真正的数学金融是融合经济、金融、数学和计算机知识的。看看国内高校设置的课程体系吧,知道差距了吧?
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关键词:数理金融 金融硕士 怎么学 Optimization Quantitative finance 怎么学 基础知识 英国 课程

已有 3 人评分经验 论坛币 学术水平 热心指数 信用等级 收起 理由
chenxu200312 + 1 + 1 + 1 好的意见建议
亲吻夏天123 + 1 + 1 好的意见建议
玄霄 + 20 + 10 鼓励积极发帖讨论

总评分: 经验 + 20  论坛币 + 10  学术水平 + 2  热心指数 + 2  信用等级 + 1   查看全部评分

沙发
bingyang1008 发表于 2011-4-20 20:33:32
感谢分享!

藤椅
ccpceo 学生认证  发表于 2011-4-21 00:59:43
看到差距了 有益的借鉴
PMP+CPA http://weibo.com/i/fireworld365

板凳
nicame09 发表于 2011-4-21 11:08:04
那么紧的时间学不出什么来

报纸
es04jjg 发表于 2011-4-21 15:38:18
真正的数学金融是融合经济、金融、数学和计算机知识的

地板
oink-oink 发表于 2011-4-21 16:47:26
提示: 作者被禁止或删除 内容自动屏蔽

7
beauty11235 发表于 2011-4-21 17:03:30
学习学习 1# ivanguo
孤独,直至孤僻。

8
uc_sjtu 在职认证  发表于 2011-4-24 00:06:56
关键是国内没有那么多老师教,过几年老一批老师退下去估计会好点。这些课国内有学校可以开全的吗。

9
lanalpha 发表于 2011-4-27 20:25:21
4# nicame09
每学期是四门课(compulsory+elective),肯定能学完。课程量跟美国的一些大学MFE的比起来还是差的很多的。
还在研究美国货币史

10
weierstrass0204 发表于 2011-4-27 21:34:26
的確是蠻新的課  而且也有深度

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