Combining exchange rate forecasts: What is the optimal consensus measure?

In this paper a high-quality disaggregate database is utilized to examine whether individual forecasters produce efficient exchange rate predictions and also if the properties of the forecasts change when they are combined. The paper links a number of themes in the exchange rate literature and examines various methods of forecast combination. It is demonstrated, inter alia, that some forecasters are better than others, but that most are not as good as a naive no-change prediction. Combining forecasts adds to the accuracy of the predictions, but the gains mainly reflect the removal of systematic and unstable bias.

[1]  Robert J. Hodrick The Empirical Evidence on the Efficiency of Forward and Futures Foreign Exchange Markets , 1987 .

[2]  John F. O. Bilson,et al.  The Profitability of Currency Speculation , 1983 .

[3]  Roy Batchelor,et al.  All Forecasters Are Equal , 1990 .

[4]  H. Stekler Who Forecasts Better , 1987 .

[5]  Mark P. Taylor,et al.  Exchange Rate Economics: A Survey , 1991, SSRN Electronic Journal.

[6]  Mark P. Taylor,et al.  The use of technical analysis in the foreign exchange market , 1992 .

[7]  C. Granger,et al.  Improved methods of combining forecasts , 1984 .

[8]  R. Clemen Linear constraints and the efficiency of combined forecasts , 1986 .

[9]  Kenneth A. Froot,et al.  Understanding the U.S. Dollar in the Eighties: The Expectations of Chartists and Fundamentalists , 1987 .

[10]  Stephen Figlewski,et al.  Optimal Aggregation of Money Supply Forecasts: Accuracy, Profitability and Market Efficiency , 1983 .

[11]  Rudiger Dornbusch,et al.  The Flexible Exchange Rate System: Experience and Alternatives , 1987 .

[12]  J. M. Bates,et al.  The Combination of Forecasts , 1969 .

[13]  F. Diebold,et al.  Structural change and the combination of forecasts , 1986 .

[14]  S. L. Meyers A RE‐EXAMINATION OF MARKET AND INDUSTRY FACTORS IN STOCK PRICE BEHAVIOR , 1973 .

[15]  L. Hansen LARGE SAMPLE PROPERTIES OF GENERALIZED METHOD OF , 1982 .

[16]  Michèle Hibon,et al.  Accuracy of Forecasting: An Empirical Investigation , 1979 .

[17]  P. Boothe,et al.  Comparing exchange rate forecasting models : Accuracy versus profitability , 1987 .

[18]  M. Friedman The Use of Ranks to Avoid the Assumption of Normality Implicit in the Analysis of Variance , 1937 .

[19]  W. S. Krasker The ‘peso problem’ in testing the efficiency of forward exchange markets , 1980 .

[20]  Christian C. P. Wolff Forward Foreign Exchange Rates, Expected Spot Rates, and Premia: A Signal-Extraction Approach. , 1987 .

[21]  P. C. McMahon,et al.  Does the Forward Premium/Discount Help to Predict the Future Change in the Exchange Rate? , 1992 .

[22]  C. Granger,et al.  Experience with Forecasting Univariate Time Series and the Combination of Forecasts , 1974 .

[23]  Ronald MacDonald,et al.  Floating Exchange Rates: Theories and Evidence , 1988 .

[24]  J. Guerard Composite model building for foreign exchange rates , 1989 .

[25]  D. Peel,et al.  Unbiasedness, efficiency and the combination of economic forecasts , 1989 .

[26]  R. MacDonald,et al.  Expectations formation and risk in four foreign exchange markets , 1990 .

[27]  James Crotty,et al.  A Two-Stage Forecasting Model: Exponential Smoothing and Multiple Regression , 1967 .

[28]  S. Goodman Foreign Exchange Rate Forecasting Techniques: Implications for Business and Policy , 1979 .

[29]  Kenneth S. Rogoff,et al.  Exchange rate models of the seventies. Do they fit out of sample , 1983 .

[30]  Mark P. Taylor,et al.  Charts, Noise and Fundamentals in the London Foreign Exchange Market , 1990 .

[31]  R. Iman,et al.  Approximations of the critical region of the fbietkan statistic , 1980 .

[32]  Kathryn M. E. Dominguez,et al.  Are foreign exchange forecasts rational?: New evidence from survey data , 1986 .

[33]  Kenneth A. Froot,et al.  Using Survey Data to Test Some Standard Propositions Regarding Exchange Rate Expectations , 1985 .

[34]  Michael L. Hartzmark,et al.  Luck versus Forecast Ability: Determinants of Trader Performance in Futures Markets , 1987 .

[35]  R. MacDonald Are foreign exchange market forecasters 'rational'?: some survey-based tests , 1990 .

[36]  Mary G. Finn Forecasting the exchange rate: A monetary or random walk phenomenon? , 1986 .

[37]  Jeffrey A. Frankel,et al.  Forward Discount Bias: Is it an Exchange Risk Premium? , 1988 .

[38]  M. Beenstock,et al.  The Performance of UK Exchange Rate Forecasters , 1986 .