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全球财经证书培训领导品牌 1 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: Markets Risk Measurement and Management Instructor: Alex Topic Weight: 25% 2. The dependence structure between the returns of financial assets plays an important role in risk measurement. For liquid markets, which of the following statements is incorrect? Markets Risk Measurement and ManagementMarkets Risk Measurement and Management A. Correlation is a valid measure of dependence between random variables for only certain types of return distributions. B. Even if the return distributions of two assets have a correlation of zero, the returns of these assets are not necessarily independent. C. Copulas make it possible to model marginal distributions and the dependence structure separately. D. Correlation estimates based on short lookback horizons (three months or less) are typically very stable. answer: D 市场风险answer: D 市场风险 全球财经证书培训领导品牌 2 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 考点:Book I: Markets Risk Measurement and Management Reading Modeling Dependence: Correlations and Copulas Notes book 1 P38 Markets Risk Measurement and ManagementMarkets Risk Measurement and Management 3. A committee of risk management practitioners discusses the difference between pricing deep out-of-the-money call Markets Risk Measurement and ManagementMarkets Risk Measurement and Management the difference between pricing deep out of the money call options on FB stock and pricing deep out-of-the-money call options on the EUR/JPY foreign exchange rate using the Black-Scholes-Merton (BSM) model. The practitioners price these options based on two distinct probability distributions of underlying asset prices at the option expiration date: A lognormal probability distribution An implied risk-neutral probability distribution obtained p ed seu a p obaby dsbu oob aed from the volatility smile for options of the same maturity 全球财经证书培训领导品牌 3 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: Using the lognormal instead of the implied probability di t ib tiill td t Markets Risk Measurement and ManagementMarkets Risk Measurement and Management distribution will tend to: A. Price the option on FB relatively high and price the option on EUR/JPY relatively low. B. Price the option on FB relatively low and price the option on EUR/JPY relatively high. C. Price the option on FB relatively low and price the option on EUR/JPY relatively low. D Price the option on FB relatively high and price the option onD. Price the option on FB relatively high and price the option on EUR/JPY relatively high. answer: A 市场风险answer: A 市场风险 Markets Risk Measurement and ManagementMarkets Risk Measurement and Management 全球财经证书培训领导品牌 4 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 6. A bank uses the internal models approach for market risk and has generated the following risk measures (in USD millions) for the current trading book positions: Markets Risk Measurement and ManagementMarkets Risk Measurement and Management Confiden ce Level Latest Available 10- day VaR Average 10-day VaR of Previous 60 Days Latest Available 10-day Stressed VaR Average 10-day Stressed VaR of Previous 60 Days Confiden ce Level Latest Available 10- day VaR Average 10-day VaR of Previous 60 Days Latest Available 10-day Stressed VaR Average 10-day Stressed VaR of Previous 60 Days 99.0%1104527580 99.9%28085888350 The supervisory authority has set the multiplication factors to three for both VaR and stressed VaR. What is the capital requirement for general market risk? A. USD 385 million B. USD 410 million C. USD 1,168 million D. USD 1,330 million answer: B 市场风险answer: B 市场风险 New market risk charge (2009), internal models approach: Markets Risk Measurement and ManagementMarkets Risk Measurement and Management = =+ 6060 11 11 11 (,) Max(K,SVAR) 6060 IMA tt itStittt ii MRCMax kVARVARSVARSRCIRC =+=+=(3 45, 110)(3 80,275) 135275410 millionMRCMaxMax 全球财经证书培训领导品牌 5 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: Markets Risk Measurement and ManagementMarkets Risk Measurement and Management QUESTIONS 9 AND 10 REFER TO THE FOLLOWING INFORMATION Markets Risk Measurement and ManagementMarkets Risk Measurement and Management The portfolio manager for a hedge fund that trades index futures and currency options has asked a newly hired risk manager to use historical simulation VaR and ES to calculate the market risk for the funds entire portfolio. The observation period is set to be the prior 100 trading days. The risk manager has generated the following chart of the 10 lowest portfolio returns during the most recent observation period. 全球财经证书培训领导品牌 6 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: OrderReturn Days Ago OrderReturn Days Ago 1-8.90%98 2-6.90%69 3-6 80%99 Markets Risk Measurement and ManagementMarkets Risk Measurement and Management 36.80%99 4-6.00%41 5-5.70%92 6-5.10%90 7-4.90%44 8-4.10%26 9-3.70%37 10-2.60%5 9 The risk managers best estimate of the 1 day 95% ES should be closest to the:9.The risk managers best estimate of the 1-day 95% ES should be closest to the: A. 1-day 90% VaR B. 1-day 95% VaR C. 1-day 97.5% VaR D. 1-day 99% VaR answer: C 市场风险answer: C 市场风险 +8.9%6.9%6.8%6%5.7% 6 86%ES Markets Risk Measurement and ManagementMarkets Risk Measurement and Management + = = 8.9%6.9%6.8%6%5.7% 6.86% 5 ES 全球财经证书培训领导品牌 7 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 10. Over the following 10 trading day the lowest portfolio return is - 2.59%. Rounded to the nearest percent, what should the risk Markets Risk Measurement and ManagementMarkets Risk Measurement and Management p managers result be for the updated 1-day 95% VaR? A. 3% B. 4% C. 5% D. 6% answer: B answer: B 市场风险 OrderReturn Days Ago OrderReturn Days Ago -8.90%98 16 90%69 Markets Risk Measurement and ManagementMarkets Risk Measurement and Management 1-6.90%69 -6.80%99 2-6.00%41 -5.70%92 3-5.10%90 4-4.90%44 5-4.10%26 63 70%376-3.70%37 7-2.60%5 全球财经证书培训领导品牌 8 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 12. According to extreme value theory (EVT), when examining distributions of losses exceeding a threshold value, which of the following is correct? Markets Risk Measurement and ManagementMarkets Risk Measurement and Management following is correct? A. To apply EVT, the underlying loss distribution must be either normal or lognormal. B. The threshold value is typically chosen near the estimated mean of the underlying loss distribution. C. The number of exceedances decreases as the threshold value decreases, which causes the reliability of the parameter estimates to increase (阈值越小超过的阈值的数据应该越多)increase.(阈值越小,超过的阈值的数据应该越多) D. As the threshold value is increased, the distribution of exceedances converges to a generalized Pareto distribution. answer: D 市场风险answer: D 市场风险 14. A risk manager wishes to fully hedge a GBP 100 million equity portfolio with a standard deviation of returns of 30% per biAt Aithtdd di tiftf Markets Risk Measurement and ManagementMarkets Risk Measurement and Management year by using Asset A with a standard deviation of returns of 20% per year. The returns of the equity portfolio and Asset A are jointly normally distributed and have a correlation of 0.6. How much of Asset A will have to be sold short to accomplish this hedge? A. GBP 18 million B. GBP 33 million C GBP 90illiC. GBP 90 million D. GBP 150 million answer: C 市场风险answer: C 市场风险 全球财经证书培训领导品牌 9 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 30% Markets Risk Measurement and ManagementMarkets Risk Measurement and Management = 30% 0.60.9 20% P A =0.9 10090Asset Aportfoliomillion 20. A portfolio risk analyst, who specializes in large capitalization US stock, is backtesting the firms VaR model using two procedures: Procedure A: Using the actual return approach, the analyst measures the returns on a portfolio based upon the change in market values from the close of each business day to the close of the next business day. Procedure B: Using the hypothetical return approach the analyst measures Markets Risk Measurement and ManagementMarkets Risk Measurement and Management Procedure B: Using the hypothetical return approach, the analyst measures the returns on a portfolio based upon the change in market values of the assets held in the portfolio from the close of each business day to the close of the next business day, keeping all positions fixed. The two procedures result in significantly different numbers of exceptions. The most likely cause of the different number of exceptions is: A. Poor calibration of the VaR model.(较差的模型校准) B Intraday trading in the portfolios (每日交易不同A是可以正常交易B头寸固B. Intraday trading in the portfolios.(每日交易不同,A是可以正常交易,B头寸固 定,导致交易量的不同从而VaR的不同) C. Incorrect return distribution assumptions used in Procedure A.(A流程错误的 收益分布假设) D. The reduction of hypothetical returns by commission fees.(交易佣金导致的收 益减少) answer: B 市场风险answer: B 市场风险 全球财经证书培训领导品牌 10 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 21. A risk analyst is asked to verify a VaR model by checking thtfdf thd l Ithtth Markets Risk Measurement and ManagementMarkets Risk Measurement and Management the rate of exceedances of the model. In the past year, there were eight exceedances of the 99% VaR. Is this evidence sufficient to reject the hypothesis, using a 99% test confidence level, that this particular VaR model is unbiased? A. No, because the computed z=2.20. B. No, because the computed z=2.29. C. Yes, because the computed z=2.87. D Yes because the computed z 3 47D. Yes, because the computed z=3.47. answer: D 市场风险answer: D 市场风险 X: 超过的次数T:总的天数 P=1% 每日超过的概率 ( )E XP T Markets Risk Measurement and ManagementMarkets Risk Measurement and Management =( )E XP T =(X)P(1 P) T = 8 1% 252 3.47 (1)1% (1 1%) 252 XP T z PPT 全球财经证书培训领导品牌 11 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 24. A mutual fund manager is stress testing a portfolio to simulate large outflows from the fund. In the simulation, the manager assumes a liquidation of 50,000 shares of a Markets Risk Measurement and ManagementMarkets Risk Measurement and Management company with a share price of USD 20. The daily return of this position is lognormally distributed with an estimated mean of 0.0% and volatility of 1.0%, and the average bid- ask spread of this position is USD 0.80. Using the constant spread approach, what is the best estimate of the 1-day 95% liquidity-adjusted VaR of this position? A. USD 26,500 B. USD 36,300 C. USD 43,100 D. USD 56,500 answer: B 市场风险answer: B 市场风险 =+LVARVARL Markets Risk Measurement and ManagementMarkets Risk Measurement and Management =+ 1 (z) 2 LVARVS V =+ 1 (z)(z) 2 SS LVARVV 正态分布且流动性利差固定 正态分布且流动性利差为正 态分布 对数正态分布且流动性利差 固定 =+ z 1 (1) 2 VARVeS V =+= + z1% 1.645 11 (1)50000 20 (1)0.8 5000036300 22 LVARVeS Ve 固定 2 全球财经证书培训领导品牌 12 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 28. A risk manager checks the valuations provided by the trading desk of several swap books and notices that all swaps with a certain Markets Risk Measurement and ManagementMarkets Risk Measurement and Management counterparty are discounted using the 6-month LIBOR curve, while all the other swaps use a different curve. When the risk manager asks a particular trader about the choice of curves, the trader responds by saying that these positions are uncollateralized and that the 6-month LIBOR curve is the most appropriate curve to use. According to best pppg practice, is the trader correct and why? A. The trader is incorrect. Being uncollateralized does not change the value of the derivative positions therefore using a different curve is incorrect Markets Risk Measurement and ManagementMarkets Risk Measurement and Management derivative positions, therefore using a different curve is incorrect. B. The trader is incorrect. It is better to discount with the Overnight Index Swap curve, and use a Credit Valuation Adjustment to account for the Credit risk. C. The trader is correct. In case of an uncollateralized position, the 6-month LIBOR curve is the best way to account for the credit risk of the uncollateralized position. D. The trader is correct. The 6-month LIBOR curve is a good estimate of banks borrowing cost, and since the uncollateralized positions are funded at this cost, using 6-month LIBOR discounting makes the most sense.(LIBOR是无抵押的市场借款 利率,无有抵押则可用国债收益率) answer: D 市场风险answer: D 市场风险 全球财经证书培训领导品牌 13 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 52. Computing VaR on a portfolio containing a very large number of positions can be simplified by mapping these positions to a smaller number of elementary risk factors Which of the following mappings Markets Risk Measurement and ManagementMarkets Risk Measurement and Management number of elementary risk factors. Which of the following mappings would be adequate? A. EUR/GBP forward contracts are mapped on the EUR/CHF spot exchange rate. B. Each position in a corporate bond portfolio is mapped on the bond with the closest maturity among a set of government bonds. C. Government bonds paying regular coupons are mapped on zero- coupon government bonds (国债每笔现金流都可以映射成一个单独的零息coupon government bonds.(国债每笔现金流都可以映射成个单独的零息 债券) D. A position in natural gas futures is mapped on a risk factor reflecting the returns of energy producers. answer: C 市场风险answer: C 市场风险 57. Nordlandia is a country with a developed economy maintaining its own currency, the Nordlandian dirham (NLD), and whose most important export is demestically produced oil and natural gas. In a following is most Markets Risk Measurement and ManagementMarkets Risk Measurement and Management consistent with being part of a coherent scenario? A. An increase in domestic inflation and appreciation of the NLD(通货膨胀 一般伴随本币贬值) B. A significant increase in crude oil prices and a decrease in the Nordlandian housing price index(原油价格涨,经济景气,房地产价格上升) C. A drop in crude oil prices and appreciation of the NLD (原有价格下跌, 本币贬值) D, A sustained decrease in natural gas prices and a decrease in the Nordlandian stock index (持续的天然气价格下跌会导致经济下滑,从而股指下 跌) answer: D 市场风险answer: D 市场风险 全球财经证书培训领导品牌 14 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 58. The credit risk team at a large investment management firm estimates interest rate changes using the Cox-Ingersoll-Ross model. A junior portfolio manager has asked them to explain the interaction between the level and l tilitf thht ti tttdthd l Whi hlti Markets Risk Measurement and ManagementMarkets Risk Measurement and Management volatility of the short-term interest rate under the model. Which explanation correctly describes this relationship? A. Basis point volatility of the short-term rate increases as the level of the short-term rate increases. B. Basis point volatility of the short-term rate is independent of the level of the short-term rate. C. Basis point volatility of the short-term rate increases as the level of the ht ttdshort-term rate decreases. D. Basis point volatility of the short-term rate initially increases as the level of the short-term rate increases before declining after the short-term rate passes the long term equilibrium for the short-term rate. answer: A 市场风险answer: A 市场风险 Notes-book 1 P158Notes-book 1 P158 Markets Risk Measurement and ManagementMarkets Risk Measurement and Management 全球财经证书培训领导品牌 15 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 59. A mortgage analyst is reviewing a refinancing event. A New York City apartment building was originally purchased for USD 5,000,000 and financed with an interest-only hybrid adjustable rate mortgage (with a loan-to-value Markets Risk Measurement and ManagementMarkets Risk Measurement and Management yyg g ratio, or LTV, of 80%) at an initial annual fixed rate of 2.75%. Before the interest- only period elapses, the buildings appraised value drops to USD 4,000,000. The owner decides to refinance the existing mortgage with a 15-year fixed mortgage at an annual rate of 4.5% (LTV 80%) and uses cash to pay off the remainder of the original mortgages principal balance. Assuming standard payments, which of the following is the best estimate of the immediate change in monthly payments as a result of the refinancing? A. USD 15,000 B. USD 20,000 C. USD 25,000 D. USD 30,000 answer: A 市场风险answer: A 市场风险 原来每月还款:(5000000*0.8)*2.75%/12=9167 Markets Risk Measurement and ManagementMarkets Risk Measurement and Management 现在每月还款:PV=4000000*0.8=3200000 FV=0 N=15*12=180 求出PMT=24479.78 Immediate change=24479.78-9167=15313.11 全球财经证书培训领导品牌 16 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 60. In the past few years, the markets have experienced very low interest rates, in some rate cases below zero. A risk manager is selecting an interest rate model which should reflect the following properties: Markets Risk Measurement and ManagementMarkets Risk Measurement and Management rate model which should reflect the following properties: Negative values should revert to a mean rate.(均值回归) The tree should be recombining to make computation feasible.(重新整合 使计算更容易) The rates should be able to move between positive and negative values. (利率可以在正值与负值之间移动) After researching various models, which of the following is most appropriate? A Black-Karasinski modelA. Black Karasinski model B. Vasicek model C. Ho-Lee model D. Constant drift model answer: B 市场风险answer: B 市场风险 ?Vasicek ModelsVasicek Models - Assumes mean-reverting process Markets Risk Measurement and ManagementMarkets Risk Measurement and Management wherein: k: a parameter that measures the speed of reversion adjustment : long-run value of the short-term rate assuming risk neutrality ()dwdtrkdr+= neutrality r: current interest rate level k r + 1 全球财经证书培训领导品牌 17 FRM学员服务部咨询:400-600-8011 邮箱:frm 网站: 64. In reviewing the risk of the mortgage products held on the banks balance sheet, the risk group starts by re-categorizing the
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