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1、Chapter 9: Forecasting Exchange Rates141Chapter 9Forecasting Exchange RatesLecture OutlineWhy Firms Forecast Exchange RatesForecasting TechniquesTechnical ForecastingFundamental ForecastingMarketBased ForecastingMixed ForecastingForecasting ServicesEvaluation of Forecast PerformanceForecast Accuracy

2、 Over TimeForecast Accuracy Among CurrenciesSearch for Forecast BiasStatistical Test of Forecast BiasGraphic Evaluation of Forecast PerformanceComparison of Forecasting MethodsForecasting Under Market EfficiencyExchange Rate VolatilityMethods of Forecasting Exchange Rate VolatilityChapter ThemeThis

3、chapter stresses the value of reliable forecasts, but suggests that reliable forecasts cant always be obtained.  Because no single forecast technique has been singled out as superior, various techniques are mentioned.  Whatever techniques the MNC chooses, it should monitor performance over

4、 time.  This chapter illustrates how this evaluation can be accomplished.Topics to Stimulate Class Discussion1.Which forecast technique would you use if you were hired by an MNC to forecast exchange rates?2.Do you think there will ever be a published technical forecasting model that you could u

5、se in the future to most accurately forecast exchange rates?  Why or why not?3.Recall the theories of purchasing power parity (PPP) and international Fisher effect (IFE) in Chapter 8.  If these theories were used to forecast exchange rates, which techniques would they be classified as?

6、0; Why?4.Assume there is a regression model that was able to identify the factors which affected exchange rate movements in a recent fouryear period.  Also, suppose that the sensitivity of the exchange rates movements to each factor was precisely quantified.  Is there any reason not to exp

7、ect superior forecasting results from this method in the future?  Elaborate.5.What is the use of detecting a forecast bias?POINT/COUNTER-POINT: What Should MNCs Use to Forecast When Budgeting?POINT: Use the spot rate to forecast. When a U.S.-based MNC firm conducts financial budgeting, it must

8、estimate the values of its foreign currency cash flows that will be received by the parent. Since it is well documented that firms can not accurately forecast future values, MNCs should use the spot rate for budgeting. Changes in economic conditions are difficult to predict, and the spot rate reflec

9、ts the best guess of the future spot rate if there are no changes in economic conditions. COUNTER-POINT: Use the forward rate to forecast. The spot rates of some currencies do not represent accurate or even unbiased estimates of the future spot rates. Many currencies of developing countries have gen

10、erally declined over time. These currencies tend to be in countries that have high inflation rates. If the spot rate had been used for budgeting, the dollar cash flows resulting from cash inflows in these currencies would have been highly overestimated. The expected inflation in a country can be acc

11、ounted for by using the nominal interest rate. A high nominal interest rate implies a high level of expected inflation. Based on interest rate parity, these currencies will have pronounced discounts. Thus, the forward rate captures the expected inflation differential between countries because it is

12、influenced by the nominal interest rate differential. Since it captures the inflation differential, it should provide a more accurate forecast of currencies, especially those currencies in high-inflation countries. WHO IS CORRECT? Use InfoTrac or some other search engine to learn more about this iss

13、ue. Which argument do you support? Offer your own opinion on this issue. ANSWER: To the extent that high expected inflation leads to weakness of a currency, the forward rate should provide a more appropriate forecast. However, for some very short horizons, the inflation expectations may not have muc

14、h influence. Answers to End of Chapter Questions1.Motives for Forecasting. Explain corporate motives for forecasting exchange rates.ANSWER: Several decisions of MNCs require an assessment of the future.  Future exchange rates will affect all critical characteristics of the firm such as costs an

15、d revenues.  To be more specific, various operations of MNCs use exchange rate projections, including hedging, shortterm financing and investing, capital budgeting decisions, longterm financing, and earnings assessment.  Such operations will be more effective if exchange rates are forecast

16、ed accurately. 2.Technical Forecasting. Explain the technical technique for forecasting exchange rates. What are some limitations of using technical forecasting to predict exchange rates?ANSWER: Technical forecasting involves the review of historical exchange rates to search for a repetitive pattern

17、 that may occur in the future.  This pattern would be the basis for future exchange rate movements. Even if a technical forecasting model turns out to be valuable, it will no longer be valuable once other market participants use it.  This is because their actions in the market due to the m

18、odels forecast will cause the currency values to move as suggested by the model immediately instead of in the future. Also, MNCs often prefer longterm forecasts.  Technical forecasting is typically conducted for short time horizons.3.Fundamental Forecasting. Explain the fundamental technique fo

19、r forecasting exchange rates. What are some limitations of using a fundamental technique to forecast exchange rates?ANSWER: Fundamental forecasting is based on underlying relationships that are believed to exist between one or more variables and a currencys value.  Given these relationships, a

20、change in one or more of these variables (or a forecasted change in them) will lead to a forecast of the currencys value.Even if a fundamental relationship exists, it is difficult to accurately quantify that relationship in a form applicable to forecasting.  Even if the relationship could be qu

21、antified, there is no guarantee that the historical relationship will persist in the future.  It is difficult to determine the lagged impact of some variables.  It is also difficult to incorporate some qualitative factors into the model.4.Market-Based Forecasting. Explain the marketbased t

22、echnique for forecasting exchange rates. What is the rationale for using marketbased forecasts? If the euro appreciates substantially against the dollar during a specific period, would marketbased forecasts have overestimated or underestimated the realized values over this period?  Explain.ANSW

23、ER: Marketbased forecasts should reflect an expectation of the market on future rates.  If the markets expectation differed from existing rates, then the market participants should react by taking positions in various currencies until the current rates do reflect an expectation of the future.Th

24、e market determines the spot exchange rate and forward exchange rate.  These marketbased rates can be used to forecast since if they were not good indicators of the future rates, speculators would take positions.  This speculative movement would force the rates to gravitate toward the expe

25、ctation of the future spot rate. Market-based forecasts would have underestimated the realized values of the euro over this period because the actual values were above the spot rates and forward rates quoted earlier. 5.Mixed Forecasting. Explain the mixed technique for forecasting exchange rates.ANS

26、WER: Mixed forecasting involves a combination of two or more techniques.  The specific combination can differ in terms of techniques included and the weight of importance assigned to each technique.6.Detecting a Forecast Bias. Explain how to assess performance in forecasting exchange rates. Exp

27、lain how to detect a bias in forecasting exchange rates.ANSWER: Performance can be evaluated by computing the absolute forecast error as a percentage of the realized value for all periods where a forecast was necessary.  Then an average of this type of error can be computed.  This average

28、can be compared among all currencies or among all forecasting models.A forecast bias exists from consistently underestimating or overestimating exchange rates.   If the majority of points are above the 45 degree perfect forecast line, then the forecasts generally underestimate the realized

29、 values.  If the majority of points are below the 45 degree perfect forecast line, then the forecasts generally overestimate the realized values.7.Measuring Forecast Accuracy. You are hired as a consultant to assess a firms ability to forecast.  The firm has developed a point forecast for

30、two different currencies presented in the following table.  The firm asks you to determine which currency was forecasted with greater accuracy.  ANSWER:YenActual PoundActualPeriodForecast Yen ValueForecast Pound Value1$.0050$.0051$1.50$1.512.0048.00521.531.503.0053.0052 1.551.584

31、.0055.00561.491.52 Absolute Forecast Error as a Percentage of the Realized ValuePeriodYen ForecastPound Forecast  11.96%.66%  27.692.00  31.921.89  41.781.97Mean3.34%1.63%Because the mean absolute forecast error of the pound is lower than that of the yen, the pound was

32、forecasted with greater accuracy.8.Limitations of a Fundamental Forecast. Syracuse Corp. believes that future real interest rate movements will affect exchange rates, and it has applied regression analysis to historical data to assess the relationship.  It will use regression coefficients deriv

33、ed from this analysis, along with forecasted real interest rate movements, to predict exchange rates in the future.  Explain at least three limitations of this method.ANSWER: First, the timing of the impact of real interest rates on exchange rates may differ from what is specified by the model.

34、Second, the forecasted real interest rates may be inaccurate, causing inaccurate forecasts of the exchange rate.Third, the sensitivity of exchange rates to real interest rate movements may change in the future (differ from what was determined when using historical data).Fourth, the model has ignored

35、 other factors that also influence exchange rates.9.Consistent Forecasts. Lexington Co. is a U.S.based MNC with subsidiaries in most major countries.  Each subsidiary is responsible for forecasting the future exchange rate of its local currency relative to the U.S. dollar.  Comment on this

36、 policy.  How might Lexington Co. ensure consistent forecasts among the different subsidiaries?ANSWER: If each subsidiary uses its own data and techniques to forecast its local currencys exchange rate, its forecast may be inconsistent with forecasts of other currencies by other subsidiaries.

37、60; Subsidiary forecasts could be consistent if forecasts for all currencies were based on complete information from all subsidiaries (its beta).10. Forecasting with a Forward Rate. Assume that the fouryear annualized interest rate in the United States is 9 percent and the fouryear annualized intere

38、st rate in Singapore is 6 percent.  Assume interest rate parity holds for a fouryear horizon.  Assume that the spot rate of the Singapore dollar is $.60.  If the forward rate is used to forecast exchange rates, what will be the forecast for the Singapore dollars spot rate in four year

39、s?  What percentage appreciation or depreciation does this forecast imply over the fouryear period?CountryFourYear Compounded Return U.S.(1.09)4 1 = 41% Singapore(1.06)4 1 = 26%ANSWER: Thus, the fouryear forward rate should contain an 11.9% premium above todays spot rate of $.60, whic

40、h means the forward rate is $.60 ´ (1 + .119) = $.6714.  The forecast for the Singapore dollars spot rate in four years is $.6714, which represents an appreciation of 11.9% over the fouryear period.11.Foreign Exchange Market Efficiency. Assume that foreign exchange markets were found to be

41、 weakform efficient.  What does this suggest about utilizing technical analysis to speculate in euros?  If MNCs believe that foreign exchange markets are strongform efficient, why would they develop their own forecasts of future exchange rates?  That is, why wouldnt they simply use to

42、days quoted rates as indicators about future rates?  After all, todays quoted rates should reflect all relevant information.ANSWER: Technical analysis should not be able to achieve excess profits if foreign exchange markets are weakform efficient.Todays rates do not provide information about th

43、e range of possible outcomes.  MNCs may desire to assess the range of possible outcomes. 12.Forecast Error. The director of currency forecasting at ChampaignUrbana Corp. says, “The most critical task of forecasting exchange rates is not to derive a point estimate of a future exchange rate but t

44、o assess how wrong our estimate might be.”  What does this statement mean?ANSWER: Point estimate forecasts of exchange rates are not likely to be perfectly accurate.  MNCs that develop point estimate forecasts recognize this, but would like to determine how far off the forecast may be.

45、0; They will have more confidence in the forecasts of currencies that have been forecasted with only minor errors.  For other currencies in which forecast errors have been large, they would be very careful when basing policy decisions on forecasts of these currencies. 13.Forecasting Exchange Ra

46、tes of Currencies That Previously Were Fixed. When some countries in Eastern Europe initially allowed their currencies to fluctuate against the dollar, would the fundamental technique based on historical relationships have been useful for forecasting future exchange rates of these currencies? Explai

47、n.ANSWER: Fundamental forecasting typically relies on historical relationships between economic factors and exchange rate movements.  However, if exchange rates were not allowed to move in the past, historical relationships would not help predict future exchange rates of these currencies.14.For

48、ecast Error. Royce Co. is a U.S. firm with future receivables one year from now in Canadian dollars and British pounds. Its pound receivables are known with certainty, and its estimated Canadian dollar receivables are subject to a 2 percent error in either direction. The dollar values of both types

49、of receivables are similar. There is no chance of default by the customers involved. Royces treasurer says that the estimate of dollar cash flows to be generated from the British pound receivables is subject to greater uncertainty than that of the Canadian dollar receivables. Explain the rationale f

50、or the treasurers statement.ANSWER: The British pounds future spot rate is more difficult to predict because of the pounds volatility.  Therefore, the dollar revenues from the pound receivables are more uncertain.15.Forecasting the Euro. Cooper, Inc., a U.S.-based MNC, periodically obtains euro

51、s to purchase German products. It assesses U.S. and German trade patterns and inflation rates to develop a fundamental forecast for the euro. How could Cooper possibly improve its method of fundamental forecasting as applied to the euro?ANSWER: It should use data for all countries participating in t

52、he euro (not just the German data), as the euros exchange rate is affected by all transactions between euros and dollars, not just the German transactions. 16. Forward Rate Forecast. Assume that you obtain a quote for a one-year forward rate on the Mexican peso. Assume that Mexicos one-year interest

53、 rate is 40 percent, while the U.S. one-year interest rate is 7 percent. Over the next year, the peso depreciates by 12 percent. Do you think the forward rate overestimated the spot rate one year ahead in this case? Explain.ANSWER: A quoted forward rate for the Mexican peso would contain a large dis

54、count because of the high interest rate in Mexico relative to the U.S.  Assuming that the discount exceeds 12 percent, the forward rate would have actually underestimated the future spot rate in this example.  (This answer may surprise many students; it deserves a little attention in class

55、.) 17. Forecasting Based on PPP versus the Forward Rate. You believe that the Singapore dollars exchange rate movements are mostly attributed to purchasing power parity. Today, the nominal annual interest rate in Singapore is 18%. The nominal annual interest rate in the U.S. is 3%. You expect that a

56、nnual inflation will be about 4% in Singapore and 1% in the U.S. Assume that interest rate parity holds. Today the spot rate of the Singapore dollar is $.63. Do you think the one-year forward rate would underestimate, overestimate, or be an unbiased estimate of the future spot rate in one year? Expl

57、ain. ANSWER: The forward rate will likely underestimate the future spot rate. The inflation differential suggests that the Singapore dollar should decline slightly. Yet, the forward rate would have a large discount due to the interest differential. Thus, the forward rate would predict a very weak Si

58、ngapore dollar, which means that it would underestimate the future spot rate. 18. Interpreting an Unbiased Forward Rate. Assume that the forward rate is an unbiased but not necessarily accurate forecast of the future exchange rate of the yen over the next several years. Based on this information, do you think Raven Co. should hedge its remittance of expected Japanese yen profits to the U.S. parent by selling yen forward contracts? Why would this strategy be advantageous? Under what conditions would this strategy backfire?ANSWER: If the forward rate is an unbiased for

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