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风险管理

Risk Management

课程介绍 Course Introduction

学分:3 | 先修课:投资学、衍生品 | 学期:大三春季

本课程聚焦金融机构和企业的风险管理框架与方法,涵盖市场风险、信用风险、操作风险和流动性风险四大类金融风险。课程深入讲解风险度量方法(VaR、ES、压力测试)、信用评分与评级模型、风险缓释技术(抵押、担保、信用衍生品)、以及巴塞尔协议等监管要求。通过银行和保险公司的实际案例,学生将掌握风险识别、度量、监测和控制的完整流程,建立全面风险管理的思维方式。

This course focuses on risk management frameworks for financial institutions and corporations, covering market risk, credit risk, operational risk, and liquidity risk. It examines risk measurement (VaR, expected shortfall, stress testing), credit scoring and rating models, risk mitigation techniques, and Basel Accord regulations. Banking and insurance case studies build end-to-end risk management capabilities.

大作业 Final Project

作业标题:投资组合风险度量与对冲策略设计

构建一个投资组合,运用VaR和期望损失(ES)方法度量市场风险,进行压力测试,识别信用风险和流动性风险敞口,设计风险对冲策略并提出风险管理建议。

Build a portfolio, measure market risk using VaR and Expected Shortfall (ES), conduct stress testing, identify credit and liquidity risk exposure, design risk hedging strategies, and provide risk management recommendations.

实施步骤 Implementation Steps

📋 示例:分析一个真实投资组合的风险,比如一个包含股票、债券和基金的组合。你需要计算它的VaR值(在95%置信度下一天最多亏多少),做压力测试看看在2008年金融危机那种极端情况下会亏多少,然后设计对冲策略降低风险。
步骤 1
项目背景与行业分析
本步骤的核心任务是了解投资项目的背景,进行深入的行业分析和公司分析。通过收集行业数据、研究市场趋势、分析竞争格局,为后续的财务预测和估值奠定基础。

• 收集行业数据和研究报告,使用波特五力模型分析行业竞争格局,用PEST框架分析宏观环境,识别行业关键成功因素和增长驱动因素
• 分析目标公司/项目的商业模式、竞争优势、市场地位、财务表现,进行SWOT分析,识别核心价值驱动因素和风险因素
• 收集可比公司和可比交易数据,建立可比公司分析框架,选择合适的估值参照物和估值倍数(P/E、P/B、EV/EBITDA、P/S等)
产出:项目研究报告(含行业分析、公司分析、竞争分析、SWOT分析、可比公司分析)| 质量标准:行业分析深入全面,公司分析有洞察力,可比公司选择合理
步骤 2
财务预测与估值建模
本步骤的核心任务是建立财务预测模型,对项目或公司的未来财务表现进行预测,并运用合适的估值方法进行估值。包括DCF折现现金流模型、相对估值法、实物期权法等。

• 建立财务预测模型:基于历史数据和业务假设,预测未来5-10年的利润表、资产负债表、现金流量表,包括收入增长、毛利率、费用率、资本支出、营运资本等关键假设
• 计算加权平均资本成本(WACC):估算无风险利率、市场风险溢价、贝塔系数(β),确定目标资本结构,计算股权成本(CAPM模型)和债务成本(税后)
• 运用DCF折现现金流法进行估值:计算自由现金流(FCFF/FCFE),进行折现,计算企业价值和股权价值,同时使用相对估值法(PE、PB、EV/EBITDA)进行交叉验证
产出:财务模型与估值工作簿(含财务预测模型、WACC计算表、DCF估值模型、相对估值表)| 质量标准:财务模型逻辑清晰,假设合理有据,估值方法选择恰当,计算准确
步骤 3
风险评估与敏感性分析
本步骤的核心任务是评估投资项目的风险水平,进行敏感性分析和情景分析,识别关键风险因素并量化其对估值结果的影响。包括单因素敏感性分析、多因素情景分析、蒙特卡洛模拟。

• 识别关键风险因素:从市场风险、信用风险、流动性风险、操作风险、政策风险等维度识别关键风险因素,建立风险清单,评估风险发生概率和影响程度
• 进行敏感性分析:对关键假设变量(收入增长率、毛利率、折现率、终值增长率等)进行单因素敏感性分析,绘制敏感性分析表和龙卷风图
• 进行情景分析:设定乐观、基准、悲观三种情景,分析不同情景下的估值结果和投资回报,计算各情景的概率加权期望值,评估下行风险
产出:风险分析报告(含风险清单、敏感性分析表、龙卷风图、情景分析结果)| 质量标准:风险识别全面,敏感性分析和情景分析深入,关键风险因素量化准确
步骤 4
投资决策与资本结构优化
本步骤的核心任务是进行投资决策分析,确定最优资本结构,评估项目的可行性和回报水平。包括净现值(NPV)、内部收益率(IRR)、投资回收期、获利指数等投资决策指标的计算,以及资本结构优化分析。

• 计算投资决策指标:计算项目的净现值(NPV)、内部收益率(IRR)、修正内部收益率(MIRR)、投资回收期(静态/动态)、获利指数(PI),判断项目财务可行性
• 进行资本结构分析:分析不同融资方案(股权融资、债务融资、混合融资)对资本成本和每股收益的影响,运用每股收益无差别点法确定最优资本结构
• 评估投资可行性:基于NPV、IRR等指标判断项目是否可行,比较不同投资方案的优劣,进行资本预算排序和资金分配,考虑战略协同效应
产出:投资决策分析(含投资决策指标计算表、资本结构分析、项目可行性评估)| 质量标准:投资决策指标计算正确,资本结构分析合理,可行性评估有依据
步骤 5
投资报告与策略建议
本步骤的核心任务是撰写专业的投资分析报告,总结投资研究成果,提出投资建议和策略。包括投资要点、公司分析、行业分析、估值分析、风险分析、投资建议等内容。

• 撰写投资分析报告:按照专业投行/研究报告格式撰写,包含执行摘要、投资要点、公司与行业分析、财务预测与估值、风险因素、投资建议
• 设计投资策略:根据估值结果和风险评估,提出具体的投资策略(买入/持有/卖出)、目标价位、止损位、投资期限、仓位建议、退出策略
• 编制投资决策材料:制作投资委员会汇报PPT,设计投资备忘录(Investment Memo),准备答辩和问答材料,跟踪投后表现
产出:投资分析报告与策略建议(含完整投资报告、投资策略、投资决策材料)| 质量标准:报告专业规范,投资建议明确有依据,策略可操作

Steps

Step 1
Project Background & Industry Analysis
The core task of this step is to understand the investment project background and conduct in-depth industry and company analysis. By collecting industry data, researching market trends, and analyzing competitive landscape, lay the foundation for subsequent financial forecasting and valuation.

• Collect industry data and research reports, analyze industry competitive landscape using Porter's Five Forces model, analyze macro environment using PEST framework, identify key success factors and growth drivers
• Analyze target company/project business model, competitive advantages, market position, financial performance, conduct SWOT analysis, identify core value drivers and risk factors
• Collect comparable company and comparable transaction data, establish comparable company analysis framework, select appropriate valuation comparables and multiples (P/E, P/B, EV/EBITDA, P/S, etc.)
Deliverable: Project research report (including industry analysis, company analysis, competitive analysis, SWOT analysis, comparable company analysis) | Quality standard: In-depth comprehensive industry analysis, insightful company analysis, reasonable comparable company selection
Step 2
Financial Forecasting & Valuation Modeling
The core task of this step is to build financial forecasting models, predict future financial performance of the project or company, and apply appropriate valuation methods. Includes DCF model, relative valuation method, real options method, etc.

• Build financial forecasting model: based on historical data and business assumptions, forecast 5-10 year income statement, balance sheet, cash flow statement, including key assumptions for revenue growth, gross margin, expense ratio, capex, working capital
• Calculate weighted average cost of capital (WACC): estimate risk-free rate, market risk premium, beta coefficient (β), determine target capital structure, calculate cost of equity (CAPM model) and after-tax cost of debt
• Apply DCF discounted cash flow valuation: calculate free cash flow (FCFF/FCFE), discount to present value, calculate enterprise value and equity value, meanwhile use relative valuation methods (PE, PB, EV/EBITDA) for cross-validation
Deliverable: Financial model and valuation workbook (including financial forecast model, WACC calculation, DCF valuation model, relative valuation table) | Quality standard: Clear financial model logic, reasonable evidence-based assumptions, appropriate valuation method selection, accurate calculations
Step 3
Risk Assessment & Sensitivity Analysis
The core task of this step is to assess the risk level of the investment project, conduct sensitivity analysis and scenario analysis, identify key risk factors and quantify their impact on valuation results. Includes single-factor sensitivity analysis, multi-factor scenario analysis, Monte Carlo simulation.

• Identify key risk factors: identify key risk factors from dimensions of market risk, credit risk, liquidity risk, operational risk, policy risk, etc., establish risk list, assess probability and impact of each risk
• Perform sensitivity analysis: conduct single-factor sensitivity analysis on key assumption variables (revenue growth rate, gross margin, discount rate, terminal growth rate, etc.), prepare sensitivity analysis table and tornado chart
• Perform scenario analysis: set optimistic, base, and pessimistic scenarios, analyze valuation results and investment returns under different scenarios, calculate probability-weighted expected value, assess downside risk
Deliverable: Risk analysis report (including risk list, sensitivity analysis table, tornado chart, scenario analysis results) | Quality standard: Comprehensive risk identification, in-depth sensitivity and scenario analysis, accurate quantification of key risk factors
Step 4
Investment Decision & Capital Structure Optimization
The core task of this step is to conduct investment decision analysis, determine optimal capital structure, and evaluate project feasibility and return level. Includes calculation of NPV, IRR, payback period, profitability index, as well as capital structure optimization analysis.

• Calculate investment decision indicators: compute net present value (NPV), internal rate of return (IRR), modified internal rate of return (MIRR), payback period (static/dynamic), profitability index (PI), determine project financial feasibility
• Conduct capital structure analysis: analyze impact of different financing schemes (equity financing, debt financing, hybrid financing) on cost of capital and EPS, use EPS indifference point method to determine optimal capital structure
• Evaluate investment feasibility: judge project feasibility based on NPV, IRR and other indicators, compare different investment schemes, perform capital budget ranking and capital allocation, consider strategic synergy effects
Deliverable: Investment decision analysis (including investment decision indicator calculation, capital structure analysis, project feasibility assessment) | Quality standard: Correct investment decision indicator calculation, reasonable capital structure analysis, evidence-based feasibility assessment
Step 5
Investment Report & Strategy Recommendations
The core task of this step is to write a professional investment analysis report, summarize investment research findings, and propose investment recommendations and strategies. Includes investment highlights, company analysis, industry analysis, valuation analysis, risk analysis, investment recommendations, etc.

• Write investment analysis report: follow professional investment bank/research report format, including executive summary, investment highlights, company & industry analysis, financial forecast & valuation, risk factors, investment recommendation
• Design investment strategy: based on valuation results and risk assessment, propose specific investment strategy (buy/hold/sell), target price, stop-loss level, investment horizon, position sizing, exit strategy
• Prepare investment decision materials: create investment committee presentation PPT, develop investment memo, prepare defense and Q&A materials, track post-investment performance
Deliverable: Investment analysis report and strategy recommendations (including complete investment report, investment strategy, investment decision materials) | Quality standard: Professional standardized report, clear evidence-based investment recommendation, actionable strategy
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