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

methodical madness technical analysis and the irrationality of exchange rate forecasts substantial empirical research documents that exchange rate forecasts are not formed rationally this paper identifies a common technical trading signal the head and shoulders pattern as a potential source of departures from rationality in exchange rate forecasts forecasts based on this pattern are evaluated for daily dollar exchange rates over 1973 to 1994 using two criteria for rationality profitability and efficiency resulting profits replicable in real time are tested for statistical significance using a bootstrap technique we find that the rule is profitable but not efficient since it is dominated by simpler trading rules

day of the week effects and asset returns the number of empirical studies using daily stock returns is rapidly increasing researchers generally assume that the distribution of stock returns is identical for all days of the week a convenient statistical assumption but not a necessary condition of market equilibrium nevertheless there are reasons to suspect that the distribution of returns may vary according to the day of the week the most obvious is the impact of weekends on monday s return since monday s return is calculated over three instead of one calender day the mean and variance may well be higher on monday compared with any other daily return perhaps three times as large previous research has examined the daily distribution of stock returns for a monday effect while fama 1965 does not compare daily mean returns he does report that monday s variance is about 20o greater than other daily returns with a traditional distributional assumption regarding the returns on a financial asset specifies that the expected returns are identical for all days of the week contrary to this plausible assumption this paper discovers that the expected returns on common stocks and treasury bills are not constant across days of the week the most notable evidence is for monday s returns where the mean is unusually low or even negative several explanations of the results are investigated but none proves satisfactory aside from documenting significant day of the week effects the implications of the results for tests of market efficiency are examined while market adjusted returns continue to exhibit day of the week effects these effects are no longer concentrated on monday during the last year we have had many conversations with our colleagues throughout the professions we are particularly thankful to the participants at sessions of the western and american finance associations where preliminary versions of this paper were presented special thanks are due to gene fama gailen hite jon ingersoll robert jarrow merton miller clifford smith and rex thompson the expert research assistance of frank rabinovitch and youngsup yun is gratefully acknowledged 1 the list of papers using daily stock returns is too long to name recent examples include charest 1978 dodd 1980 banz 1981 and reinganum 1981

the behavior of foreign exchange rates the analysis of the distribution of foreign exchange rate changes provides a description of the behavior of foreign exchange rates and its determining underlying process the application of empirical methodologies or further theoretical developments is limited by the nature of this distribution in this paper the empirical analysis of major currencies during the flexible exchange rate period suggests that there is no unique distribution representing the behavior of the foreign exchange rate this however is determined both by foreign exchange management policies and the fundamental economic forces

interest rate volatility and the term structure a two factor general equilibrium model we develop a two factor general equilibrium model of the term structure the factors are the short term interest rate and the volatility of the short term interest rate we derive closed form expressions for discount bonds and study the properties of the term structure implied by the model the dependence of yields on volatility allows the model to capture many observed properties of the term structure we also derive closed form expressions for discount bond options we use hansen s generalized method of moments framework to test the cross sectional restrictions imposed by the model the tests support the two factor model there are essentially two approaches to the modeling of the term structure of interest rates in continuous time the equilibrium approach pioneered by

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

modelling the link between commodity prices and exchange rates the tale of daily data this paper examines daily data on exchange rates and the prices of three commodities traded on the winnipeg commodity exchange the temporal patterns of commodity prices and exchange rates are shown to be similar daily data are significantly non normal with garch models capturing the processes generating the data commodity prices and exchange rates are examined for cointegration using recent tests proposed by johansen and juselius 1990 currency depreciation is shown to granger cause commodity price inflation this information might be useful to central bankers concerned with reducing general price inflation through targeting commodity price inflation it also suggests that macro events have important effects on commodity markets in canada

marriage and labor market discrimination in japan many japanese firms have engaged in the practice of compulsory retirement upon a female employees marriage in 1966 this practice was ruled as being contrary to provisions in japans civil code the authors have specified and estimated a model of the economic determinants of age at marriage in order to analyze the effect that this discrimination has had on nuptiality in japan the results indicate that on average after accounting for an upward trend women who married after the 1966 court decision married about one year younger than women who married before 1966 it is also found that age at marriage is influenced by several socioeconomic variables including wifes wage and educational level husbands income and educational level and wifes family background data are from a 1975 survey of women aged 20 59 who were living in the tokyo metropolitan area excerpt

official intervention in the foreign exchange market or bet against the central bank evaluating official foreign exchange intervention during the 1970s using friedman s profit criterion shows that central banks have failed to stabilize the exchange markets and have lost billions of dollars the monetary authorities have resisted rate movements which results in a misallocation of resources when there is a shift in the equilibrium exchange rate counterspeculation by exchange traders reduces the destabilizing effect of central bank intervention and the consequent loss in economic welfare

currency derivatives and exchange rate forecastability by incorporating new information generated by currency derivatives trading underlying exchange rates should be less forecastable than previously and the underlying currency markets should therefore be more efficient this hypothesis was tested for the first time for the period 1982 through 1997 on a clean sample of three major types of currency derivatives launched in two prominent markets various statistical tests indicate that following the introduction of the derivative contracts the underlying exchange rates became more random and the currencies involved tended thus to be priced more efficiently which supports the hypothesis

should we pay attention to investor attention in forex futures market we investigate whether forex futures dynamics is responsive to change in investor attention the currencies used in the study are the aud australian dollar cad canadian dollar eur euro gbp

exchange rate return predictability and the adaptive markets hypothesis evidence from major foreign exchange rates this study examines return predictability of major foreign exchange rates by testing for martingale difference hypothesis mdh using daily and weekly nominal exchange rates from 1975 to 2009 we use alternative mdh tests for linear and nonlinear dependence which include wild bootstrap automatic variance ratio test generalized spectral test and consistent tests we evaluate time varying return predictability by applying these tests with fixed length moving sub sample windows of two years while exchange rate returns are found to be unpredictable most of times we do observe episodes of statistically significant return predictability they are associated with coordinated central bank interventions and the subprime mortgage crisis in 2007 this finding suggests that return predictability of foreign exchange rates occurs from time to time depending on changing market conditions which is consistent with the implications of the adaptive markets hypothesis

the statistical properties of daily foreign exchange rates 1974 1983 abstract this paper examines the statistical properties of daily rates of change of five foreign currencies from 1974 to 1983 the main purpose is to discriminate between two competing explanations for the observed heavy tails of the distribution that the data are independently drawn from a heavy tail distribution which remains fixed over time and that the data come from distributions which vary over time evidence point to the rejection of the first hypothesis further investigations show that the rejection can be attributed to changing means and variances in the data which can be described by a simple statistical model

nonlinearity and intraday efficiency tests on energy futures markets using high frequency data this paper first time comprehensively examines the intraday efficiency of four major energy crude oil heating oil gasoline natural gas futures markets in contrast to earlier studies which focus on in sample evidence and assume linearity the paper employs various nonlinear models and several model evaluation criteria to examine market efficiency in an out of sample forecasting context overall there is evidence for intraday market inefficiency of two of the four energy future markets heating oil and natural gas which exists particularly during the bull market condition but not during the bear market condition the evidence is also robust against the data snooping bias and the model overfitting problem and its economic significance can be very substantial

assessment of the performance and sustainability of mining sub soil assets for economic development in south africa abstract a natural resource accounting approach was applied in this study to evaluate the performance and sustainability of mining practices and strategies in south africa sa the study showed that except for a brief period during the 1980s rent capture was very low and almost all the resource rent from minerals dissipated to private companies recently however user costs have appeared to have been reasonably recovered by taxes and institutional royalties and the capital component of the rent user cost has fully been reinvested by mining companies while adequate reinvestment of recovered user costs in alternative forms of capital might imply sustainable management this can only hold under the assumptions of perfect substitution between human made and natural capital of the weak sustainability ws paradigm however even if one adopts ws the present analysis could not provide adequate evidence in support of the prudence of mining activities in the country this is due to a lack of adequate information on the proportions of royalties and taxes reinvested collected by the government and private landowners moreover the fact that this study does not account for the environmental impacts of mining is another important limitation on the ability of the present analysis to conclude that mineral resources have been prudently exploited in sa

the response of exchange rates to permanent and transitory shocks under floating exchange rates abstract using the joint behavior of inflation and real exchange rates we develop an empirical model to uncover the sources of the fluctuations in the real dollar exchange rates of four major industrial countries under the current float this model allows us to construct two time series for each country pair one representing the permanent component of each real exchange rate and the other the purely transitory component over the period as a whole transitory shocks played a relatively small but statistically significant role real dollar exchange rates therefore did not simply evolve in response to permanent shocks instead there are instances in which temporary shocks made a substantial contribution we conclude that the random walk model though an approximate statistical description of real exchange rate behavior is a poor guide to model structure jel f31

investment intensity of currencies and the random walk hypothesis cross currency evidence abstract this paper studies the cross currency and temporal variations in the random walk behavior in exchange rates we characterize currencies with relatively large investment flows as investment intensive and conjecture that the more investment intensive a currency is the closer its exchange rate adheres to random walk using 29 floating bilateral usd exchange rates we find that the higher the investment intensity the less likely it is to reject random walk and the smaller the deviation from random walk is however the effect of investment intensity is non monotonic application of threshold models shows that after investment intensity reaches the estimated thresholds the level of investment intensity has no further effect on the deviation from random walk these findings help reconcile the previous conflicting results on the random walk in exchange rates by focusing on the effect of cross currency and temporal variations in investment intensity

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

a class of nonlinear arch models a class of nonlinear arch models is suggested the proposed class encompasses several functional forms for arch which have been put forth in the literature a lagrange multiplier test is developed to test engle s arch specification against the wider class of models this test provides an easily computed diagnostic check of the adequacy of an arch model after it has been estimated the theory is applied to a number of weekly exchange rate series and we find strong evidence of nonlinear arch

conditional var estimation using pearson s type iv distribution abstract this paper presents a new value at risk var estimation model for equity returns time series and tests it extensively on stock indices of 14 countries two most important stylized facts of such series are volatility clustering and non normality as a result of fat tails of the return distribution while volatility clustering has been extensively studied using the garch model and its various extensions the phenomenon of non normality has not been comprehensively explored at least in the context of var estimation a combination of extreme value theory evt and garch has been explored to analyze financial data showing non normal behavior this paper proposes a combination of the pearson s type iv distribution and the garch 1 1 approach to furnish a new method with superior predictive abilities the approach is back tested for the entire sample as well as for a holdout sample using rolling windows

the statistical distribution of exchange rates empirical evidence and economic implications the abundant evidence that changes in exchange rates have distributions with fatter tails than the normal distribution has led researchers to consider non normal distributions including the student the stable paretian and mixtures of distributions this paper compares the empirical fits of three non normal candidates and the normal distribution for daily changes in the logarithms of exchange rates using maximum likelihood estimation of the parameters and chi square goodness of fit tests the student and mixture of two normals provide the best fits but there is evidence that the distribution parameters may vary over time

long memory in foreign exchange rates using the geweke porter hudak test we find evidence of long memory in exchange rate data this implies that the empirical evidence of unit roots in exchange rates may not be robust to long memory alternatives fractionally integrated autoregressive moving average arfima models are estimated by both the time domain exact maximum likelihood ml method and the frequency domain approximate ml method impulse response functions and forecasts based on these estimated arfima models are evaluated to gain insight into the long memory characteristics of exchange rates some tentative explanations of the long memory found in the exchange rates are discussed

variance ratio tests of random walk an overview this paper reviews the recent developments in the field of the variance ratio vr tests of the random walk and martingale hypothesis in particular we present the conventional individual and multiple vr tests as well as their improved modifications based on power transformed statistics rank and sign tests subsampling and bootstrap methods among others we also re examine the weak form efficiency for five emerging equity markets in latin america

testing the martingale hypothesis in deutsche mark futures with models specifying the form of heteroscedasticity summary we examine the form of heteroscedasticity in deutsche mark futures price data and compare different specifications of the particular way that the variance is changing over time the martingale hypothesis is tested with daily and weekly rates of change of futures prices for the deutsche mark and some evidence is found against this hypothesis in analyses of daily data from 1981 to 1985 this rejection of the martingale hypothesis may be attributed to trading day effects in foreign currency prices and the resulting day of the week patterns in futures prices when the martingale hypothesis is tested with weekly data the null hypothesis is retained

deutsche mark dollar volatility intraday activity patterns macroeconomic announcements and longer run dependencies this paper provides a detailed characterization of the volatility in the deutsche mark dollar foreign exchange market using an annual sample of five minute returns the approach captures the intraday activity patterns the macroeconomic announcements and the volatility persistence arch known from daily returns the different features are separately quantified and shown to account for a substantial fraction of return variability both at the intraday and daily level the implications of the results for the interpretation of the fundamental driving forces behind the volatility process is also discussed the efficient market hypothesis contends that financial asset prices provide rational assessments of fundamental values and future payoffs by implication price changes should reflect the arrival and processing of all relevant new information however the proportion of return variability that can be ascribed to public news announcements is low for example cutler poterba and summers 1989 find that even the largest daily price changes in the stock market generally cannot be associated with any significant economic news 1 moreover proxies for the flow of public information e g the number of news items released by reuter s news service berry and hiowe 1994 or dow jones company mitchell and mulherin 1994 explain little of the overall variation thus if private information is ruled out proponents of rational price formation have to assert the existence of important news items

do euro exchange rates follow a martingale some out of sample evidence abstract traditional autocorrelation and variance ratio tests are based on serial uncorrelatedness rather than martingale difference as such they do not capture potential nonlinearity in mean which could lead to misleading inferences in favor of the martingale hypothesis this paper employs various parametric and nonparametric nonlinear models as well as several model comparison criteria to examine the potential martingale behavior of euro exchange rates in the context of out of sample forecasts the overall evidence indicates that while martingale behavior cannot be rejected for euro exchange rates with major currencies such as the japanese yen british pound and us dollar there is nonlinear predictability in terms of economic criteria with respect to several smaller currencies

female labor force participation in developing and developed countries consideration of the informal sector t he steady increase in the labor force participation of married women in the united states over the last few decades has stimulated considerable interest in the economic analysis of a woman s decision to work pioneering work by mincer 1962 and cain 1966 has served as a theoretical and empirical foundation for numerous studies of female labor force participation this research typically treats a woman s current labor force status measured as a dummy variable for the individual and as a rate for the population as a measure of labor supply which depends upon economic and demographic characteristics such as female earnings male earnings non earnings income schooling work experience age number of children and so on notable examples are bowen and finegan 1969 cogan 1975 1978 gronau 1973 heckman 1974 1980 and schultz 1980 while the associated theoretical models and statistical techniques have been refined considerably especially by lewis 1972 ben porath 1973 and heckman 1974 1979 the coefficients estimated using u s data have remained reasonably robust also there is substantial agreement among micro level and aggregate results see cain 1966 and bowen and finegan 1969 for comparisons as this body of literature has grown the economic models developed within it have been implemented to analyze the labor force behavior of women in other countries however there is no consistent international pattern in the behavioral trends of the female labor force perhaps the most notable difference in the economic opportunities available to women in many other countries is that they may work in the informal sector of the labor market women may be considered economically active and may be counted as being in the labor force as they produce goods at home for market sale work on the family farm or work in a small family run business the most convenient means of categorizing workers as being in the informal sector is by their employment status following jaffe and azumi 1960 we assume that women reported as self employed or as family workers are engaged in the informal sector of the labor force almost all women in the u s labor force work as employees only 6 6 worked as self employed or family workers in 1978 given japan s advanced economic development a surprisingly large fraction 38 4 in 1978 of its female labor force comprises self employed and family workers clearly in the united states and countries with a similar distribution of the labor force by employment status the labor force participation decision may be treated as the choice to work or not to work however if individuals regard the decision to enter the labor force as an employee as being distinct from the choice to enter the labor force as a family worker then economic models of labor force participation which treat these choices as identical will incorporate a specification bias the labor force participation decision may differ between these two sectors for several reasons first the wage offers may differ by sector second while entering the informal sector may be virtually frictionless there may be fixed costs among them commuting time and child care associated with working in the formal sector third family workers may face more flexible working schedules than paid employees the latter group may be subject to contractual working hours in order to treat the labor force decisions in coiuntines with significant informal sectors this received for publication march 16 1981 revision accepted for publication september 15 1982 rutgers university this paper is a revision of work begun with my doctoral dissertation i would like to thank h gregg lewis and t dudley wallace for their suggestions and hideo okamoto for providing the data set i would also like to thank david crawford toshiaki tachibanaki two anonymous referees and the participants of the columbia labor workshop the japan economic seminar and the yale labor and population workshop for their comments remaining errors are my own this research was supported by a postdoctoral fellowship from the national institutes of health additional funding was provided by the william and flora hewlett foundation grant to the yale economic demography program i statistical abstract of the u s and japan statistical yearbook

time reversibility tests of volume volatility dynamics for stock returns abstract non parametric tests based on the concept of time reversibility in statistical mechanics are applied to assess the dynamic implications of the mixture of distributions hypothesis mdh the tests show that shocks to volume and volatility are dynamically asymmetric thus rejecting the one factor mdh

cross currency cross maturity forward exchange premiums as predictors of spot rate changes theory and evidence abstract this paper shows that in predicting the spot rate of a currency the term structures of forward premiums of other currencies have incremental information content in addition to the term structure of the currency s own forward premiums the theoretical model motivating the analysis hinges on the abundant evidence on the co movements of excess returns from investing in different currencies the empirical results are obtained through fiml estimation of a vector error correction model for weekly data on three bilateral us dollar exchange rates

a further investigation of the weekend effect in stock returns this study uses a longer time period and additional stocks to further investigate the weekend effect we find consistently negative monday returns 1 for the s p composite as early as 1928 2 for exchange traded stocks of firms of all sizes and 3 for actively traded over the counter otc stocks the otc results are based on bid prices and therefore appear to reject specialist related explanations for the 30 individual stocks of the dow jones industrial index the average correlation between friday and monday returns is positive and the highest of all pairs of successive days the latter finding is inconsistent with fairly general measurement error explanations some of the most puzzling empirical findings reported in recent years indicate that the distribution of common stock returns varies by day of the week most notably the average return for monday close friday to close monday is significantly negative cross 3 and french 6 find negative monday returns using the standard and poor s composite index and gibbons and hess 7 find negative monday returns for the 30 individual stocks of the dow jones industrial index 1 this negative monday return or weekend effect has yet to be explained this study undertakes a further investigation of the weekend effect in stock returns we examine additional time periods extending the total period covered to 55 years we examine additional stocks such as those of small low capitalization firms and those traded over the counter in all cases the data exhibit a weekend effect that is at least as strong as that reported in previous studies the study also readdresses potential explanations for the effect such as measurement error but concludes that none of these explanations is satisfactory the first section presents a history of the weekend effect from 1928 through 1982 based on the standard and poor s composite index we essentially double the length of the period beginning in 1953 examined by french 6 the results indicate consistently negative monday returns throughout the 55 year period during much of the 25 year period from 1928 through 1952 the new york stock exchange was open on saturdays so monday s return is then computed from saturday s close to monday s close 2 these returns for one day weekends are consistently negative and not significantly different from the two day weekend

multivariate nearest neighbour forecasts of ems exchange rates exchange rate modelling has been a persistent puzzle for international economists forecasts from popular models for the exchange rate generally fail to improve upon the random walk out of sample while a multivariate nonparametric approach provides useful information about exchange rates the model produces forecasts superior to the random walk for only one of the three ems currencies examined using a statistic developed in mizrach 1991 i find that the forecast improvement a 4 5 percent reduction in mean squared error for the lira in daily returns is not statistically significant a cross validation exercise suggests that the improvement is also not robust

international portfolio diversification the basket peg regime abstract the paper compares and contrasts optimal investment strategies in two alternative monetary arrangements namely in the regime with freely floating bilateral exchange rates and the basket peg system it is shown that in the basket peg arrangement investors can form a domestic currency denominated risk free asset of the foreign risk free assets without entering into the forward currency markets furthermore investors have an incentive to hold fewer assets and the structure of capital flows tends to be more volatile but also more predictable in the basket peg system than in the regime with freely floating bilateral exchange rates

an application of variance ratio test to the korean securities market abstract the efficient market hypothesis emh has recently been under attack as a result of the methodology employed in the early tests of the theory more recent evidence has shown that the traditional tests of random walks are susceptible to errors because of spurious autocorrelation induced by non synchronous trading which is characteristic of stock markets in developing countries this is the first study to apply the recently introduced lo mackinlay variance ratio test to the korean stock exchange kse the kse is chosen because it represents a typical emerging stock market the results show that under the assumption of homoscedastic error term the random walk hypothesis is rejected however with heteroscedastic stochastic disturbance term we could not reject the hypothesis of random walk for daily data when the test is applied to longer horizons such as weekly monthly 60 day and 90 day interval data we could not reject the random walk hypothesis there is also evidence that suggests the presence of spurious autocorrelation and heteroscedasticity in the market these could be due to official intervention and nonsynchronous trading in the market

stock market efficiency in thin trading markets the case of the vietnamese stock market this article reviews developments in the stock trading centre stc in ho chi minh city vietnam the main stock market in the country since its start in 2000 it presents information about developments in the number of stocks traded trading activity and stock price developments this article focuses on the question whether the market is weak form efficient an important element of the investigation concerns the possible bias of the results caused by the thin trading that characterizes the stc stock market returns are corrected for this the main conclusion is that the stc is not efficient in the weak form

efficiency tests in the french derivatives market abstract the french derivatives market the marche a terme international de france matif or the french international futures and options exchange is one of the major derivatives markets in the world the efficiency of four financial contracts traded on the matif cac40 index futures ecu bond futures national bond futures and pibor 3 month futures are examined in this paper test results from serial correlations unit root tests and variance ratio tests provide overwhelming evidence that the random walk hypothesis cannot be rejected for these contracts

household production in the philippines a non neoclassical approach the starting point of any economic analysis is a microeconomic theory of the decision making unit by providing a set of explicit assumptions regarding individual choices a microeconomic theory lays the necessary foundation for the explanation of economic behavior just as a theory of the firm underlies analyses of market production a theory of the family underlies analyses of household production explanations of long run trends such as fertility decline grow out of assumptions regarding the nature of household decision making developing what they term the economic approach to human behavior gary becker and other neoclassical economists forcefully argue that household behavior is motivated primarily by a collective concern for economic efficiency they assume that households seek to maximize exogenously given joint utility functions and they hypothesize that differences in household behavior represent efficient responses to differences in the prices and incomes which households face this approach provides the foundation for an explanation of fertility decline based on long run changes in relative prices associated with economic development simply stated the argument runs as follows as the rate of return to human capital rises and levels of education increase the cost of rearing children goes up as higher wages draw women out of the household into the labor force the opportunity cost of mothers time goes up further increasing the cost of children the demand for children decreases and fertility levels gradually adjust 2 the assumption that joint utility functions are exogenous constant over time and vary randomly if at all across households is crucial to this argument systematic differences in unobservable joint utility functions could seriously confound the interpretation of observed relationships between changes in household behavior and changes in rela

random walks and monetary velocity in the g 7 countries new evidence from a multiple variance ratio test the random walk hypothesis rwh of the velocity of money has often been supported for the developed economies the literature is however far from unanimous this paper employs the most recent methodological advances in testing for random walks the multiple variance ratio test to re examine the behaviour of the velocity of money in the g 7 countries monetary velocity is computed as the ratio of nominal income to contemporaneous money stock under alternative definitions of income and money the empirical results from the present study do not support the rwh in most of the g 7 countries with the us m1 and m2 velocities as exceptions furthermore the results show that the rwh is sensitive to either the definitions of monetary velocity or the sample period of study

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

forecasting exchange rate volatility using conditional variance models selected by information criteria this paper uses appropriately modified information criteria to select models from the garch family which are subsequently used for predicting us dollar exchange rate return volatility the out of sample forecast accuracy of models chosen in this manner compares favourably on mean absolute error grounds although less favourably on mean squared error grounds with those generated by the commonly used garch 1 1 model an examination of the orders of models selected by the criteria reveals that 1 1 models are typically selected less than 20 of the time

arch models properties estimation and testing abstract the aim of this survey paper is to provide an account of some of the important developments in the autoregressive conditional heteroskedasticity arch model since its inception in a seminal paper by engle 1982 this model takes account of many observed properties of asset prices and therefore various interpretations can be attributed to it we start with the basic arch models and discuss their different interpretations arch models have been generalized in different directions to accommodate more and more features of the real world we provide a comprehensive treatment of many of the extensions of the original arch model next we discuss estimation and testing for arch models and note that these models lead to some interesting and unique problems there have been numerous applications and we mention some of these as we present different models the paper includes a glossary of the acronyms for the models we describe

some evidence of random walk behavior of euro exchange rates using ranks and signs abstract this study utilises recently developed tests based on ranks and signs in addition to the traditional variance ratio test to examine the behavior of euro exchange rates we show that adjustments for multiple tests must be employed in order to avoid size distortions overall such adjustments provide evidence consistent with random walk behavior of euro exchange rates

on jump processes in the foreign exchange and stock markets exchange rates exhibit systematic discontinuities even after allowingfor conditional heteroskedasticity in the diffusion process the results are much more significant in theforeign exchange market than in the stock market which suggests differences in the structure of these markets finally this jump component is shown to explain some of the empirically observed mispricings in the currency options market the objective of this article is to analyze and compare the empirical distribution of returns in the stock market and in the foreign exchange market there are a number of reasons why a better understanding of the stochastic processes driving prices in these markets would be useful many financial models rely heavily on the assumption of a particular stochastic process while relatively little attention is paid to the empirical fit of the postulated distribution as a result models like option pricing models are applied indiscriminately to various markets such as the stock market and the foreign exchange market when the underlying processes may be fundamentally different the foreign exchange market for instance is characterized by active exchange rate man

short run fluctuations in foreign exchange rates evidence from the data 1973 1979 abstract the paper examines the statistical properties of daily changes in foreign exchange fx rates for nine currencies it finds that these changes are leptokurtotic i e have long tailed and sharp peaked histograms the evidence suggests that this leptokurtosis does not arise from an underlying paretian stable distribution nor from a stationary mixture of normal distributions but rather from normal processes with time varying parameters this finding casts doubt on the validity of many standard techniques t stats arima methods some moving statistics for estimating the time varying parameters are also presented

implied exchange rate distributions evidence from otc option markets abstract this paper uses a rich new dataset of option prices on the dollar mark dollar yen and key ems cross rates to extract the entire risk neutral probability density function pdf over horizons of 1 and 3 months we compare three alternative smoothing methods cubic splines an implied binomial tree trimmed and untrimmed and a mixture of lognormals for transforming option data into the pdf despite their methodological differences the three approaches lead to a similar pdf clearly distinct from the lognormal benchmark and typically characterized by skewness and leptokurtosis we then document a striking positive correlation between skewness in these pdfs and the spot rate the stronger a currency the more expectations are skewed towards a further appreciation of that currency we interpret this finding as a rejection that innovations in these exchange rates are independent of the level or characteristic of a credible target zone explicit or implicit instead this positive correlation is consistent with target zones with endogenous realignment risk we discuss two interpretations of our results on skewness when a currency is stronger the actual probability of further large appreciation is higher or because of risk such states are valued more highly

joint variance ratio tests of the martingale hypothesis for exchange rates there is considerable interest in whether exchange rates behave like martingales liu and he tested the martingale hypothesis for exchange rates using the variance ratio methodology of lo and mackinlay they found that exchange rates have violated the martingale property since the inception of floating rates in 1973 liu and he did not consider the joint implications of their tests however in this article we reassess the martingale hypothesis for exchange rates using the joint tests developed by hochberg and by richardson and smith contrary to the findings of liu and he the joint tests indicate that the martingale model worked quite well for exchange rates in the recent years of the floating rate regime

central bank intervention and exchange rate volatility abstract this paper explores the effects of foreign exchange intervention by central banks on the behavior of exchange rates the g 3 central banks have undertaken an unprecedented number of both coordinated and unilateral intervention operations in the last 10 years existing empirical evidence on the effectiveness of intervention is mixed studies using data from the 1970s suggest that intervention operations that do not affect the monetary base have at most a short lived influence on exchange rates but more recent studies indicate that the intervention operations that followed the plaza agreement influenced both the level and variance of exchange rates this paper examines the effects of us german and japanese monetary and intervention policies on dollar mark and dollar yen exchange rate volatility over the 1977 1994 period the results indicate that intervention operations generally increase exchange rate volatility this is particularly true of secret interventions which are those undertaken by central banks without notification of the public overt interventions in the mid 1980s appear to have reduced exchange rate volatility but in other periods and for the 1977 1994 period as a whole central bank intervention is associated with greater exchange rate volatility

natural resources national accounting and economic depreciation abstract the current value hamiltonian in an aggregate optimal growth problem with heterogeneous capital stocks including exhaustible renewable and environmental stocks is the nnp function routine substitutions reveal that the using up of natural resource stocks is representable as easy to interpret economic depreciation magnitudes we obtain true nnp inclusive of natural resource stock diminution implications for actual national accounting practices are also discussed

exchange rates and fundamentals co movement long run relationships and short run dynamics abstract the present study builds upon the seminal work of engel and west 2005 and in particular on the relationship between exchange rates and fundamentals the paper discusses the well known puzzle that fundamental variables such as money supply and interest rate provide help in predicting changes in floating rates it also tests the theoretical result of engel and west 2005 that in a rational expectations present value model the asset price manifests near random walk behaviour if the fundamentals are i 1 and the factor for discounting future fundamentals is near one the study explores the direction and nature of causal interdependencies among the most widely traded currencies in the world their country specific fundamentals and their us differentials a new var vecm garch multivariate filtering approach is implemented whilst linear and nonlinear non causality is tested and validated on simulated and empirical data the evidence implies that there is no indication of a prevailing causal behaviour and when nonlinear effects are accounted for the pattern of leads and lags changes over time the variations in this linkage can be attributed to parameter instability in structural models which may have little effect on fx forecastability over short horizons yet it is significant for long run cointegrating relationships while it is difficult to reconcile these findings with the rational expectations hypothesis the theory of consistent expectations or bounded rationality matches simulation and empirical findings more efficiently overall fundamentals may be important determinants of fx rates however there may be some other unobservable variables driving the currency rates that current asset pricing models have not yet captured

the time variation of expected returns and volatility in foreign exchange markets this article analyzes the time variation in conditional means and variances of monthly and quarterly excess dollar returns on eurocurrency investments all results are based on a vector autoregression with weekly sampled data on exchange rate changes and forward premiums of three currencies both past exchange rate changes and forward premiums predict future forward market returns moreover past forward premium volatilities predict the volatility of exchange rates expected forward market returns are very variable and persistent and exhibit marked comovements these results carry over to cross rate e g yen mark investments as well

the signalling role of base and money announcements and their effects on interest rates abstract this paper demonstrates that unexpected changes in the announced monetary base have an impact on interest rates above and beyond the impact of unexpected changes in the announced money supply in addition both money supply and monetary base announcements are shown to have a significant signalling role for subsequent changes in monetary aggregates however in contrast to several leading hypotheses it appears that the observed link between monetary announcements and interest rates is not attributable to the signals that announcements provide about the subsequent behavior of money and the base

persistence in foreign exchange rates abstract this study examines the long run behavior of seven daily nominal exchange rates using univariate and multivariate persistence measures our results indicate that for some currencies the long run behavior deviates from that of a pure random walk in certain periods the multivariate estimates reflect the effect of both the ems exchange rate mechanism and increased post louvre accord coordinated intervention a large portion of the effect of a shock in one currency on another currency s long run value can be attributed to contemporaneous effects on the other currencies

do announcements of wto dispute resolution cases matter evidence from the rare earth elements market abstract rare earth elements rees have gained increasing attention recently for several key reasons 1 they are vital to many strategic industries 2 they are relatively scarce 3 they frequently exhibit high price fluctuations 4 china holds a quasi monopoly on their mining and 5 china s ree policy which was overly restrictive and led to a formal complaint from the u s japan and the eu at the world trade organization wto in 2012 this paper investigates whether the announcement of a wto dispute resolution case has the power to fundamentally change market dynamics we find empirical support for this notion because ree prices exhibit a structural break around the announcement of the wto dispute and show lower variance ratios for all tested rees afterward this indicates a tendency toward efficiency although ree prices still do not follow a random walk similarly we find that stock price informativeness of companies in the ree industry increases after the announcement reflecting more firm specific than marketwide information and less governmental influence finally we show that model uncertainty for option pricing models decreases which we measure by the lower pricing differences among them

national wealth and net national product solow 1986 established that corresponding to constant consumption programs with essential exhaustible resource stocks there was a capital value that was remaining constant he thus obtained a hick s type of result namely that current consumption left capital intact solow was using weitzman 1976 as a point of departure it turns out that there is a quite general solow type of result namely that nnp t is interest on the value of accumulated capital v t where v t can include diminutions in natural resource stocks and the interest rate is the social discount rate a weitzman 1976 result is that nnp t is interest on capital where capital is discounted future optimal consumption the interest rate being the discount rate there is then an attractive duality here forward views of capital discounted future optimal consumption programs at date t coincide with backward views of capital current value of accumulated stocks at date t first we observe the weitzman result as the solved bellman equation in dynamic programming this leads directly to the result that nnp t is interest on the value of accumulated capital next we re work the derivations with an essential exhaustible resource and then with endogenously produced knowledge

random walk tests for the lisbon stock market this article reports the results of tests on the weak form market efficiency applied to the psi 20 index prices of the lisbon stock market from january 1993 to december 2006 as an emerging stock market it is unlikely that it is fully information efficient but we show that the level of weak form efficiency has increased in recent years we use a serial correlation test a runs test an augmented dickey fuller adf test and the multiple variance ratio test proposed by lo and mackinlay 1988 for the hypothesis that the stock market index follows a random walk nontrading or infrequent trading is not an issue because the psi 20 includes only the 20 most traded shares the tests are performed using daily weekly and monthly returns for the whole period and for five sub periods which reflect different trends in the market we find mixed evidence but on the whole our results show that the portuguese stock market index has been approaching a random walk behaviour since 2000 with a decrease in the serial d

robust non parametric measures of exchange rate variability changes in exchange rates are well known to possess non gaussian distributions yet in testing for differences in exchange rate volatility few researches have examined measures that do not assume gaussian data this paper develops a robust non parametric measure for comparing exchange rate variability across time the measures are applied to monthly exchange rate data to test for differences in exchange rate variability across different monetary policy regimes the comparison show inconsistencies between conclusions based on the classical f test and the robust non parametric equivalent using the robust test for changes in exchange rate variability we do not conclude that variability has increased over time increases in variability do occur but usually only in specific percentiles of the data

common stochastic trends in a system of exchange rates univariate tests reveal strong evidence for the presence of a unit root in the univariate time series representation for seven daily spot and forward exchange rate series furthermore all seven spot and forward rates appear to be cointegrated that is the forward premiums are stationary and one common unit root or stochastic trend is detectable in the multivariate time series models for the seven spot and forward rates respectively this is consistent with the hypothesis that the seven exchange rates possess one longrun relationship and that the disequilibrium error around that relationship partly accounts for subsequent movements in the exchange rates a general consensus has emerged in recent years that many macroeconomic time series such as gnp consumption expenditures disposable income etc can be characterized by a stochastic trend model in particular nelson and plosser 22 described this property as one of being difference stationary so that the first difference of a time series is stationary an alternative trend stationary model where a stationary component is added to a deterministic trend term has generally been found to be less appropriate 1 similarly it has long been recognized that many financial time series such as foreign exchange rates are nonstationary e g in meese and singleton 21 the issue of nonstationary is not merely a statistical curiosity but has several important implications for the modeling of exchange rates for instance many models of exchange rate determination under rational expectations require stationarity assumptions when solving out the expected future values of the fundamentals further there has been some controversy over the appropriate transformations to use when conducting tests of whether the forward rate is an unbiased and efficient predictor of the future spot exchange rate 2 some authors e g frenkel 11 12 have conducted tests in levels while geweke and feige 14

conditional variance and the risk premium in the foreign exchange market abstract we investigate the existence of a risk premium in the foreign exchange market based on the conditional variance of market forecast errors the forecast errors are assumed to follow the arch process introduced by engle 1982 estimation and diagnostic testing of the model are discussed and results are presented for the currencies of the united kingdom france germany japan and switzerland