have trading rule profits in the currency markets declined over time abstract previous studies have reported mixed results regarding the success of technical trading rules in currency markets abnormal returns were observed in many studies using data up to the mid 1980s while more recent studies generally report less success for technical trading rules this paper tests whether moving average trading rule profits have declined over the period from 1971 to 2000 if so previous profits may represent a temporary inefficiency that has since been eliminated in the currency markets the hypothesis is tested using 18 exchange rate series over a longer time period than in previous studies rules are optimized for successive 5 year in sample periods from 1971 to 1995 and tested over subsequent 5 year out of sample periods results show that risk adjusted trading rule profits have declined over time from an average of over 3 in the late 1970s and early 1980s to about zero in the 1990s thus market inefficiencies reported in previous studies may have been only temporary inefficiencies

automate the identification of technical patterns a k nearest neighbour model approach to explore profitable patterns in historical stock prices ordinarily a promising pattern is selected by rule of thumb and then its performance is verified by comparing the conditional return of t

industry structure antitrust and tariffs this paper offers an analysis of the relationship between antitrust foreign trade and tariff policy it is shown that while in the static situation a tariff can be interpreted as a barrier to entry tc the foreign firm in the repeated game framework a tariff has an international antitrust property i e it can break up a cartel consisting of international firms the magnitude of the antitrust tariff will depend on factors such as the degree of cost advantage and product differentiation furthermore the antitrust tariff can paradoxically raise import share and reduce the home firm s output

nonlinear nonparametric nonessential exchange rate estimation a wide variety of empirical exchange rate mo dels have been estimated over the years but despite the considerable energies that have been devoted to this work the economics profession has remarkably little to show for itself there is little evidence that conclusively links the bilateral exchange rates of typical oecd countries to fundamental macroeconomic determinants of exchange rates such as money output relative prices or interest differentials coefficient estimates are notoriously unstable and frequently mis signed compared with theoretical predictions exchange rate equations do not fit particularly well and forecast no better than the simplest naive alternatives recently a new class of exchange rate models was introduced by paul krugman 1988 these models provide a potential reason for the poor performance of traditional exchange rate models because they are nonlinear if the exchange rate actually depends in a nonlinear way on exogenous macroeconomic fundamentals linear exchange rate models may work poorly even though the exchange rate is closely linked to fundamentals in this paper we provide a brief sketch of some of this work as well as some preliminary evidence on the actual performance of these nonlinear models in our empirical analysis we use a nonparametric estimator that can handle a wide variety of nonlinear phenomena we examine fixed exchange rate regimes where nonlinearities should be quite easy to detect however we do not find strong empirical support for the hypothesis that the incorporation of nonlinear effects significantly improves models of exchange rate determination in section i we briefly review the theoretical literature on nonlinear target zone exchange rate models linking this work to the tests for intrinsic bubbles we draw heavily on recent papers by kenneth froot and maurice obstfeld 1989a b our methodology and data are discussed in section ii section iii contains new empirical tests for nonlinearities in exchange rate models

a variance ratio test of random walks in foreign exchange rates the separate variance ratio tests under homoscedasticity and heteroscedasticity both provide evidence rejecting the random walk hypothesis using five pairs of weekly nominal exchange rate series over the period from august 7 1974 to march 29 1989 the rejections cast doubt on the random walk hypothesis in exchange rates which has received support in the existing literature furthermore since the rejections are robust to heteroscedasticity they suggest autocorelations of weekly increments in the nominal exchange rate series which may be consistent with the exchange rate overshooting or undershooting phenomenon in the past decade there has been a consensus that nominal exchange rates follow a random walk process since a unit root and uncorrelated increments are both required for a random walk process the random walk is usually supported in the existing literature either because a unit root component is detected in the exchange rate series or because the increment in the exchange rate is found to be serially uncorrelated for example meese and singleton 1982 and baillie and bollerslev 1989 both find a unit root component in the exchange rate series and the evidence provided in giddy and dufey 1975 cornell and dietrich 1978 logue sweeney and willett 1978 and hsieh 1988 all suggest that the exchange rate series contains uncorrelated increments in this paper the random walk hypothesis for the nominal exchange rate series is reexamined by applying a variance ratio test developed in lo and mackinlay 1988 to five pairs of weekly nominal exchange rate series over the period from august 7 1974 to march 29 1989 while there are two implications of the random walk unit root and uncorrelated increments this paper focuses on the uncorrelated increments aspect this is not only because there are some important departures from the random walk that unit root test cannot detect but also because the autocorrelation aspect may yield

can markov switching models replicate chartist profits in the foreign exchange market abstract in this paper we show that the markov switching model is a relevant statistical alternative to the classical martingale model for exchange rates by extending the standard markov switching model we decisively reject the martingale model moreover the model generates autocorrelations and linear structures in line with what is observed in reality subsequently we test whether this model can explain chartist profits we find that the extended markov switching model is able to explain the profitability of a simple ma 30 rule finally we decompose the profitability of the ma 30 rule into a linear and nonlinear part we find that although the implied linear structure of the markov model explains a substantial part of the profitability part of the profits of the ma 30 rule can be attributed to the specific nonlinearities implicit in the markov model

technical trading rules in the european monetary system abstract using genetic programming we find trading rules that generate significant excess returns for three of four ems exchange rates over the out of sample period 1986 1996 permitting the rules to use information about the interest rate differential proved to be important the reduction in volatility resulting from the imposition of a narrower band may reduce trading rule profitability our results cannot be duplicated by commonly used moving average rules filter rules or by two rules designed to exploit known features of target zone rates there is no evidence that the excess returns are compensation for bearing systematic risk

market efficiency of brazilian exchange rate evidence from variance ratio statistics and technical trading rules abstract this study utilizes the variance ratio test to examine the behavior of brazilian exchange rate we show that adjustments for multiple tests and a bootstrap methodology must be employed in order to avoid size distortions we propose a block bootstrap scheme and show that it has much nicer properties than the traditional chow denning chow k v denning k c 1993 a simple multiple variance ratio test journal of econometrics 58 3 385 401 multiple variance ratio tests overall the method proposed in the paper provides evidence refuting the random walk behavior for the brazilian exchange rate for long investment horizon but consistent with the random walk hypothesis for short run horizon additionally we also test for the predictive power of variable moving average vma and trading range break trb technical rules and find evidence of forecasting ability for these rules nonetheless the excess return that can be obtained from such rules is not significant suggesting that such predictability is not economically significant

performance of technical analysis in growth and small cap segments of the us equity market abstract a large universe of technical trading rules applied to a set of technology industry and small cap sector portfolios over the 1995 2010 period yields superior predictability after adjusting for data snooping bias in the first half of the sample period and delivers statistically significant profits for a number of portfolios when the transaction cost is assumed to be of small to moderate size technical analysis is not able to outperform the buy and hold approach for any portfolio in the set in the second half of the sample period the finding that the short term return predictability becomes much weaker in the more recent period suggests that the underlying segments of the equity market have become more efficient over time the fact that mechanical trading strategies have been futile after adjusting for data snooping bias for two samples of portfolios where technical analysis is most anticipated to succeed suggests that it is unlikely to have delivered abnormal returns in any other segment of the domestic equity market in the last decade

time varying risk premia volatility and technical trading rule profits evidence from foreign currency futures markets abstract this paper re examines the efficiency of foreign currency futures markets by evaluating the role of time varying risk premia and volatility in explaining technical trading rule profits the results show that large parts of the technical rule profits can be explained by the time varying risk premia estimated from a general model for the conditional capm the bootstrap distributions for the profits under the null model average one third to one half of the actual profits and enclose the actual profits well within the 90 confidence intervals time varying conditional volatility explains an additional 10 of the profits

the significance of technical trading rule profits in the foreign exchange market a bootstrap approach abstract in this paper we present new evidence on the profitability and statistical significance of technical trading rules in the foreign exchange market we utilize a new data base currency futures contracts for the period 1976 1990 and we implement a new testing procedure based on bootstrap methodology our results suggest that simple technical trading rules have very often led to profits that are highly unusual splitting the entire sample period into three 5 year periods reveals that on average the profitability of some trading rules declined in the latest period although profits remained positive on average and significant in many cases jel f31 f47 g15

lessons from the evolution of foreign exchange trading strategies abstract the adaptive markets hypothesis posits that trading strategies evolve as traders adapt their behavior to changing circumstances this paper studies the evolution of trading strategies for a hypothetical trader who chooses portfolios from foreign exchange forex technical rules in major and emerging markets the carry trade and us equities the results show that a backtesting procedure to choose optimal portfolios improves upon the performance of nonadaptive rules we also find that forex trading alone dramatically outperforms the s p 500 with much larger sharpe ratios over the whole sample but there is little gain to coordinating forex and equity strategies which explains why practitioners consider these tools separately forex trading returns dip significantly in the 1990s but recover by the end of the decade and have been markedly superior to an equity position since 1998 overall trading rule returns still exist in forex markets with substantial stability in the types of rules though they have migrated to emerging markets to a considerable degree

asymmetric return dynamics and technical trading strategies abstract we investigate the profitability of technical trading strategies based on an asymmetric reverting property of stock returns we identify an asymmetry in return dynamics for daily returns on the s p 500 index return dynamics evolve along a positive negative unconditional mean after a prior positive negative return the trading strategies based on this asymmetry generate a positive return for buy signals a negative return for sell signals and a positive return for the spread between buy and sell signals our results imply that the observed asymmetry in return dynamics is the main source of profitability for the implied strategies thereby corroborating arguments for the usefulness of technical trading strategies

beating the foreign exchange market filter rule profits found in foreign exchange markets in the early days of the current managed float persist in later periods as shown by statistical tests developed and implemented here the test is consistent with but independent of a wide variety of asset pricing models the profits found cannot be explained by risk if risk premia are constant over time inclusion of the home foreign interest rate differential in computing profits has little effect on the comparison of filter returns to those of buy and hold in the early years of the generalized managed floating that began in march 1973 filter rule profits in excess of buy and hold were found for many countries logue sweeney and willett 18 dooley and shafer 6 cornell and dietrich 5 it was unclear however whether such profits indicated inefficiencies first it was not clear that risk was adequately handled in such tests and often risk was ignored second there was no evidence such profits would be available postsample and third there was no statistical test of the significance of these profits this paper uses the logic of risk return tradeoffs to analyze the role of risk in such tests and illustrates the logic in a discussion using the sharpe lintner capital asset pricing model capm although a breeden consumption based capm a merton intertemporal capm or an arbitrage pricing model apm could easily be used the paper develops a test of statistical significance appropriate to foreign exchange markets section i analyzing the rate of return on foreign exchange speculation less the foreign domestic interest rate differential the test explicitly assumes that risk premia are constant over the sample the excess rates of return observable in using filters in going from a risk free dollar asset to a risk free deutsche mark dm asset persist into the 1980 s section ii and this is true even when taking account of transactions costs it turns out that these results for the dm case do not depend very much on the interestrate differential but primarily on exchange rate behavior this is useful to know because it is often quite difficult to find matching interest rate data of high quality for a sample of nine other currencies using only exchange rates section iii shows that the excess returns made in the first 610 days of the float persist in the next 1 220 days into the 1980 s dooley and shafer 7 find similar persistence in experiments that do not use buy and hold and have no significance tests when filter rule profits have been found in spot exchange markets it has often been argued that the profits are due to risk this paper uses the capm to analyze rates of return both to buy and hold and to filter strategies it turns out that the claremont mckenna college and claremont graduate school arthur d warga douglas joines and thomas d willett offered helpful comments and ning ning koo provided research assistance

is there momentum or reversal in weekly currency returns abstract we investigate whether momentum or reversal is the dominant phenomenon in short horizon one to four week foreign exchange rate returns we find based on a broad sample of 63 emerging and developed market currencies evidence of momentum rather than reversal momentum strategy returns are as large as 8 p a the short term momentum effect appears to be robust returns are larger in the earlier sub period but still exist in the more recent period the strategies are also profitable when the usd is appreciating or depreciating but they perform better in business cycle expansions

effects of fair trade certification on social capital the case of rwandan coffee producers summary fair trade certification may have important social effects on small scale producers but empirical evidence is limited we conducted logistic regressions using data from a 2009 survey of rwandan coffee farmers to estimate the link between fair trade and social capital measured as farmer trust and participation while controlling for various other factors that could influence social capital particularly membership in a cooperative organization the results show a negative association between fair trade and farmer trust in cooperative leadership and a positive association with a perceived higher level of participation of women social capital is linked most significantly to farmers interaction with their neighbors

candlestick technical trading strategies can they create value for investors abstract we conduct the first robust study of the oldest known form of technical analysis candlestick charting candlestick technical analysis is a short term timing technique that generates signals based on the relationship between open high low and close prices using an extension of the bootstrap methodology which allows for the generation of random open high low and close prices we find that candlestick trading strategies do not have value for dow jones industrial average djia stocks this is further evidence that this market is informationally efficient

trading rule profits in european currency spot cross rates abstract the moving average ma trading rule is applied to six european spot cross rates jy bp dm bp jy dm sf dm sf bp and jy sf to see if opportunities for profitable trading exist the results suggest that ma trading rules are marginally profitable only for the jy dm and the jy sf cross rates while trading rules are not profitable for the other four cross rates bootstrapping and out of sample tests provide similar results examination of subsamples characterized by central bank intervention do not produce different results computation of box pierce statistics adjusted for heteroscedasticity show that daily returns for all six cross rates are serially uncorrelated overall the results suggests that cross rates are sufficiently transparent to eliminate ma trading rule profit

the economic value of fundamental and technical information in emerging currency markets abstract we measure the economic value of information derived from macroeconomic variables and from technical trading rules for emerging markets currency investments our analysis is based on a sample of 21 emerging markets with a floating exchange rate regime over the period 1997 2007 and explicitly accounts for trading restrictions on foreign capital movements by using non deliverable forward data we document that both types of information can be exploited to implement profitable trading strategies in line with evidence from surveys of foreign exchange professionals concerning the use of fundamental and technical analysis we find that combining the two types of information improves the risk adjusted performance of the investment strategies

central bank intervention and trading rule profits in foreign exchange markets abstract moving average trading rules are utilized in both futures and spot foreign currency markets to show that significant positive profits can be earned in four of five currencies examined the results are consistent for both in sample and forward simulation tests regression results demonstrate that central bank intervention is strongly associated with the profitability of trading returns for the three major currencies dm yen and pound and partially explains returns for the sf and cd consistent with conjectures in previous studies that news concerning intervention tends to be revealed over weekends we find that moving average trading rule returns are significantly positive on fridays and mondays and not significantly different from zero in the middle of the week

weak form efficiency in currency markets many past studies have found that currencies trend so technical trading rules produced statistically and economically significant profits in other words foreign exchange markets were weak form inefficient the study reported here reexamined this phenomenon with use of a new database of currency futures for 1975 2006 that includes old and newly liquid currencies the findings from the recent data are contradictory the profitability of trend following eroded for major currencies and their associated cross exchange rates around the mid 1990s newly liquid currencies after 2000 do trend however just as major currencies did in earlier years the evidence is consistent with early weak form inefficiency followed by vanishing trends as traders learn and adapt their strategies

the adaptive markets hypothesis evidence from the foreign exchange market we analyze the intertemporal stability of excess returns to technical trading rules in the foreign exchange market by conducting true out of sample tests on previously studied rules the excess returns of the 1970s and 1980s were genuine and not just the result of data mining but these profit opportunities had disappeared by the early 1990s for filter and moving average rules returns to less studied rules also have declined but have probably not completely disappeared high volatility prevents precise estimation of mean returns these regularities are consistent with the adaptive markets hypothesis lo 2004 but not with the efficient markets hypothesis

is technical analysis in the foreign exchange market profitable a genetic programming approach using genetic programming techniques to find technical trading rules we find strong evidence of economically significant out of sample excess returns to those rules for each of six exchange rates over the period 1981 1995 further when the dollar deutsche mark rules are allowed to determine trades in the other markets there is significant improvement in performance in all cases except for the deutsche mark yen betas calculated for the returns according to various benchmark portfolios provide no evidence that the returns to these rules are compensation for bearing systematic risk bootstrapping results on the dollar deutsche mark indicate that the trading rules detect patterns in the data that are not captured by standard statistical models

temporal patterns in foreign exchange returns and options although the foreign exchange market is believed to be one of the most efficient financial markets in the world there is significant evidence that technical analysis is profitable in this market in this study we investigate the ability of information from the options market to supplement the commonly used information on past prices to predict temporal patterns in foreign exchange returns we find that information from the options market improves the performance of technical trading strategies strategies using information from at the money options were more consistently profitable than the most commonly used strategies based on only historical spot exchange rates past prices our results hold out of sample as well as in the late nineties a period when few sources of information have proven reliable consequently options appear to contain valuable information regarding future spot exchange rate movements

the use of fundamental and technical analyses by foreign exchange dealers hong kong evidence abstract this article reports the results of a questionnaire survey conducted in february 1995 on the use by foreign exchange dealers in hong kong of fundamental and technical analyses to form their forecasts of exchange rate movements our findings reveal that 85 of respondents rely on both fundamental and technical analyses for predicting future rate movements at different time horizons at shorter horizons there exists a skew towards reliance on technical analysis as opposed to fundamental analysis but the skew becomes steadily reversed as the length of horizon considered is extended technical analysis is considered slightly more useful in forecasting trends than fundamental analysis but significantly more useful in predicting turning points interest rate related news is found to be a relatively important fundamental factor in exchange rate forecasting while moving average and or other trend following systems are the most useful technical technique