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位置:北京集思未来科研辅导 > 学校动态 > 2023暑期线下科研·海外:哥伦比亚大学教授量化金融与应用数

2023暑期线下科研·海外:哥伦比亚大学教授量化金融与应用数

来源:北京集思未来科研辅导时间:2023/4/8 14:19:58

  2023暑期线下科研·海外:哥伦比亚大学教授量化金融与应用数研课题


  开始日期: 2023-07-08


  课时安排: 2周专业预修+2周在线科研+2周深⼊⾯授科研与企业Workshop


A WORD FROM THE INSTRUCTOR 教授致辞
Prerequisites 适合人群

适合年级 (Grade): 高中生/大学生

适合专业 (Major): 面欲申请世界学校金融工程、量化金融、应用数学、金融数学、公司金融等相关专业的学生

Instructor Introduction 导师介绍
Alexei
哥伦比亚大学 Columbia University正教授


Alexei导师现任职于哥伦比亚大学,教授财务价格分析中的数学方法、资本市场和投资等课程,拥有普林斯顿大学应用与计算数学硕士及博士学位,是Systematic Alpha Management LLC (SAM)公司研究主管及合伙人。导师研究成果广受业界认可,曾发表多篇论文于International Journal of Theoretical and Applied Finance、World Scientific等业内学术期刊中。Alexei教授目前是达索系统公司的物理开发和哥伦比亚大学数学系的正教授。从2000年到2019年,他是Systematic Alpha Management, LLC的研究主管和投资组合经理。在共同创立SAM之前,Alexei博士曾在Wexford Management(定量分析师,期权定价和交易)、BNP Paribas(专有交易员,固定收入期货定量交易)、TrendLogic Associates(研究助理总监,期货和股票策略)工作。在他的科学和金融职业生涯中,导师的很多工作成果被发表在主要的物理和金融期刊上。 Dr. Alexei is currently a Physics Development Senior Specialist with Dassault Systemes and an Adjunct Professor with Columbia University, Mathematics Department. From 2000 until 2019 he was a Head of Research and Portfolio Manager for Systematic Alpha Management, LLC. He graduated from Moscow Institute of Physics & Technology in 1990 with Highest Honors in Theoretical Physics & Applied Mathematics. He earned his PhD. in Applied & Computational Mathematics from Princeton University in 1995. Prior to co-founding SAM, Dr. Alexei worked for Wexford Management (Quantitative Analyst, options pricing and trading), BNP Paribas (Proprietary Trader, quantitative global fixed-income futures trading, Fixed Income Swaps Desk), TrendLogic Associates (Assistant Director of Research, global futures and equities strategies).Dr. Alexei 's scientific background relates to such fields as hydrodynamic instabilities and fluid turbulence. Throughout his career in science and finance, certain results of Alexei's work were published in leading physics and finance periodicals.


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Program Background 项目背景

2020年黑天鹅事件频发,为金融市场带来极大震荡,金融市场与投资组合管理不仅成为金融机构和企业转型/发展的关键,也是管理者提升决断能力的基础。金融市场和投资组合管理有何经典理论与典型特征?在变幻莫测的市场中,如何把握关键要素,防控可能风险?项目旨在以金融市场和资本资产定价模型、现代投资组合理论为切入点,实证金融与实战并重,引导学生完成金融分析。

The frequent occurrence of black swan events in 2020 brought great shocks to the global financial market. Financial market and portfolio management have not only become the key to the transformation/development of financial institutions and enterprises but also the basis for managers to improve their decision-making ability. What are the classic theories and typical characteristics of financial markets and portfolio management? In an unpredictable market, how to grasp key elements and prevent and control possible risks? The program aims to take the financial market, capital asset pricing model, and modern portfolio theory as the starting point, emphasizing both empirical finance and practice, and to guide students to complete financial analysis.

Program Description 项目介绍


项目内容包括资产类别与投资工具、风险回报与历史记录、风险资产的资本配置、有效多样化等。学生通过项目熟悉风险收益权衡、投资组合多样化及其在现代投资组合理论中的应用,了解期货、期权、固定收益证券等金融投资概念,运用Excel处理金融数据,在项目结束时,提交项目报告,进行成果展示。 

学生将进入到世界学府-哥伦比亚大学,在为期两周的实地科研学习中与教授、Teaching Fellow面对面交流,在企业中将理论与实践结合,沉浸式感受浓厚的学术氛围。用餐在校内食堂、住宿在学校宿舍中、生活在美丽、静谧的校园内,学生将真正零距离体验学校文化与生活方式。

The program covers asset classes and investment vehicles, risk-return and the historical record, capital allocation into risky assets, efficient diversification, etc. Through the program, students are familiar with risk-return trade-off, portfolio diversification and their application in modern portfolio theory, understand financial investment concepts such as futures, options, fixed income securities, use Excel to process financial data, and submit a project report at the end of the project to present the results.


Syllabus 项目大纲

资产类别与金融工具:货币市场和资本市场、货币市场组成部分、美国国债、收益率计算、彭博社例子、存单、商业票据、同行拆借利率等 Asset classes and financial instruments

风险、回报与历史记录:名义利率与实际利率、均衡实际利率、欧文·费雪假说、税收的影响、持有期收益率、年化收益率、短期国库券与通货膨胀等 Risk, return, and the historical record

风险资产的资本配置:投机与、风险规避、效用函数、无差异曲线、风险承受能力等 Capital allocation into risky assets

有效多样化:投资组合多样化和投资组合风险、股票权重变化对投资组合标准差的影响 Efficient diversification

项目回顾与成果展示 Program review and presentation

论文辅导 Project deliverables tutoring

Program Outcome 项目收获

2周专业预修+2周在线科研+2周深入面授科研与企业Workshop

与诺贝尔奖得主交流机会

学术报告

学员获主导师Reference Letter

EI/CPCI/Scopus/ProQuest/Crossref/EBSCO或同等级别索引国际会议全文投递与发表指导(共同一作或独立一作可选)

结业证书

成绩单


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