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

trading patterns and prices in the interbank foreign exchange market the behavior of quote arrivals and bid ask spreads is examined for continuously recorded deutsche mark dollar exchange rate data over time across locations and by market participants a pattern in the intraday spread and intensity of market activity over time is uncovered and related to theories of trading patterns models for the conditional mean and variance of returns and bid ask spreads indicate volatility clustering at high frequencies the proposition that trading intensity has an independent effect on returns volatility is rejected but holds for spread volatility conditional returns volatility is increasing in the size of the spread there is a growing body of theoretical studies on the pattern of trading activity in financial markets with implications for the time series behavior of transactions prices and intensity of trading the empirical literature addressing similar concerns using intraday market data appropriate for such tasks is sparse particularly in the area of the trading of currencies the purpose of this paper is to examine both international patterns of intraday trading activity and the time series properties of returns and bid ask spreads for the deutsche mark dollar exchange rate in the interbank foreign exchange market the goal is to provide information useful in the further development of market microstructure models of trading and to compare empirical findings against theoretical results already in existence the foreign exchange market is in operation twenty four hours a day seven

transmission of the financial and sovereign debt crises to the emu stock prices cds spreads and exchange rates abstract this paper tests for the transmission of the 2007 2010 financial and sovereign debt crises to fifteen emu countries we use daily data from 2003 to 2010 on country financial and non financial stock market indexes to analyze the stock market returns for three country groups within emu north south and small the following results hold for both the north and south european countries while the smallest countries seem to be relatively isolated from international events first we find strong evidence of crisis transmission to european non financials from us non financials but not for financials second in order to test how the sovereign debt crisis affects stock market developments we split the crisis in pre and post lehman sub periods results show that financials become significantly more dependent on changes in the difference between the greek and german cds spreads after lehman s collapse compared to the pre lehman sub period however this increase is much smaller for non financials third before the crisis euro appreciations coincide with european stock market decreases whereas this relationship reverses during the crisis finally this reversal seems to be triggered by lehman s collapse

on the risk spillover across the oil market stock market and the oil related cds sectors a volatility impulse response approach abstract compared to credit default swap cds literature this study focuses on the magnitude of volatility transmission and the risk spillover mechanism across the oil market financial market risks and the oil related cds sectors our dataset includes futures prices of west texas intermediate wti and seven different measures of markets and credit risks four of the vast risk measures are the oil related cdss for auto chemicals natural gas and utility sectors in addition three measures of the financial market risk the one month expected equity volatility measured by vix move and smove are included the daily dataset covers the period from 6 january 2004 to 2 february 2016 the volatility transmission mechanism across the oil and financial markets and cds sectors is examined using the volatility impulse response model we evaluate the risk transmission due to several recent crisis shocks around the world and the results show complicated transmission mechanisms that spread over long periods among these events the lehman brothers bankruptcy has destabilizing effects on all oil related sectors findings also show that all oil market related shocks have significant risk transmission effects

valuation of the ecosystem services a psycho cultural perspective abstract valuation of ecosystems services has been a challenging issue for economists there is a growing concern to capture the total and incremental changes in services of different types of ecosystems mainly due to perturbations arising from anthropogenic activities market based valuation techniques have long been declared inadequate and a constructed market method such as the contingent valuation method albeit a robust tool does not seem to capture the expanse nuances and intricacies of many of the ecosystem services the paper attempts to address the lacunae in valuation of ecosystem services from a psychological perspective by arguing that the common person s perception of the ecosystem is quite different from what is conceptualized by conventional economists the paper shows how the ecological identity of individuals is revealed at various levels of the decision making hierarchy that is from local to regional and further onto a global level the paper builds upon insights from psychoanalytic psychology and environmental psychology further it outlines recent research findings from experimental psychology to redefine concepts such as ecological identity self other dichotomy and the fostering of identification with nature as issues that must be embraced in the valuation of ecosystem services extending the idea of relational goods and reciprocity the paper offers a deconstructed view of market forces and furthers the idea of interdisciplinary collaboration and cooperation in the valuation of ecosystem services in this perspective the dichotomy and schism between markets missing markets and non markets gets renovated and reconstructed beyond a utilitarian discourse

rethinking ecosystem services to better address and navigate cultural values ecosystem service approaches have become a prominent basis for planning and management cultural services and non use values are included in all major typologies and present some of the most compelling reasons for conserving ecosystems though many barriers exist to their explicit characterization the values that conform least well to economic assumptions variously lumped together with as cultural services have proven elusive in part because valuation is complicated by the properties of intangibility and incommensurability which has in turn led to their exclusion from economic valuation we argue that the effectiveness of the ecosystem services framework in decision making is thwarted by i conflation of services values and benefits and ii failure to appropriately treat diverse kinds of values we address this challenge by 1 distinguishing eight dimensions of values which have implications for appropriate valuation and decision making 2 demonstrating the interconnected nature of benefits and services and so the ubiquity of intangible values 3 discussing the implications of these propositions for ecosystem services research and 4 outlining briefly a research agenda to enable decision making that is ecologically appropriate and socially just because many ecosystem services co produce cultural benefits full characterization of services must address non material values through methods from diverse social sciences

markets transportation infrastructure and food prices in nepal we study transportation infrastructure and food markets in nepal over the period 2002 to 2010 combining monthly price data from thirty seven local and regional markets and seven indian border markets we use a series of autoregressive models to study price determination spatial and temporal price transmission and price variance we account for district level agricultural production correcting for bi directional causality between output and prices using ground station rainfall data in addition to test hypotheses regarding the importance of transportation infrastructure we incorporate information on road and bridge density and fuel costs for both rice and wheat we find strong evidence of local price intertemporal carryover and very weak evidence of price transmission from regional central and border markets to local markets suggesting very low degrees of market integration fuel costs are positively correlated with food prices and road and bridge density are negatively correlated with prices we find evidence of asymmetric effects positive price shocks are correlated with higher subsequent price volatility compared with negative price shocks of similar magnitude roads and bridges are important for moderating price levels and price volatility in nepal s rice and wheat markets which explains roughly half of the spatial and temporal variation in price mark ups between regional and local markets

rolling sampled parameters of arch and levy stable models in this paper an asymmetric autoregressive conditional heteroskedasticity arch model and a levy stable distribution are applied to some well known financial indices dax30 ftse20 ftse100 and sp500 using a rolling sample of constant size in order to investigate whether the values of the estimated parameters of the models change over time although there are changes in the estimated parameters reflecting that structural properties and trading behaviour alter over time the arch model adequately forecasts the one day ahead volatility a simulation study is run to investigate whether the time variant attitude holds in the case of a generated arch data process revealing that even in that case the rolling sampled parameters are time varying

asymmetric pass through and risk of interest rate an empirical exploration of taiwan and hong kong this study employs the asymmetric threshold cointegration test suggested by enders and siklos 2001 and creates asymmetric ec egarch 1 1 m model to investigate the pass through of money market rate to banking retail rates in taiwan and hong kong it further explores the impact of interest volatility on interest rates over the period of february 1988 to december 2004 we find that the interest pass through mechanism of these two markets is noncomplete in addition based on the asymmetric threshold cointegration test we discover the existence of asymmetric cointegration relationship between retail rates and market rate in both markets in particular while employing asymmetric ec egarch 1 1 m model to test for the influence of money market rate adjustment and volatility on retail rates in short run we find robust evidence that there exist the upward rigidity in deposit rate and the downward rigidity in lending rate in both taiwan and hong kong this finding supports the hypothesis of the collusiv

international transmission of information evidence from the euroyen and eurodollar futures markets abstract this paper examines the information transmission between japan and the us by using the tokyo euroyen and chicago eurodollar futures these two interest rate futures markets provide a better understanding of international information transmission than stock markets which have been shown to exhibit nonsynchronous trading and market segmentation the results show that traders in tokyo chicago use information that is revealed overnight in chicago tokyo the bivariate egarch t model provides no evidence of volatility spillovers in either direction suggesting that the opening price rapidly reflects foreign information the overall results support the hypothesis that the domestic market efficiently adjusts to foreign news the results are also broadly consistent with the covered interest arbitrage effects

contagion and banking crisis international evidence for 2007 2009 abstract policy makers aim to avoid banking crises and although they can to some extent control domestic conditions internationally transmitted crises are difficult to tackle this paper identifies international contagion in banking during the 2007 2009 crisis for 54 economies we identify three channels of contagion systematic idiosyncratic and volatility and find evidence for these in 45 countries banking crises are overwhelmingly associated with the presence of both systematic and idiosyncratic contagion the results reveal that crisis shocks transmitted from a foreign jurisdiction via idiosyncratic contagion increase the likelihood of a systemic crisis in the domestic banking system by almost 37 percent whereas increased exposure via systematic contagion does not necessarily destabilize the domestic banking system thus while policy makers and regulatory authorities are rightly concerned with the systematic transmission of banking crises reducing the potential for idiosyncratic contagion can importantly reduce the consequences for the domestic economy

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

informational linkages across trading regions evidence from foreign exchange markets abstract using a new high frequency data set from electronic broking services ebs this paper examines informational linkages in the euro dollar and dollar yen exchange rates across five trading regions asia pacific the asia europe overlap europe the europe america overlap and america information is proxied by exchange rate return direction of return volatility trading activity and order flow we find that informational linkages are statistically significant at both own region and inter region levels but own region spillovers dominate in economic significance especially for volatility and trading activity in addition order flow spillovers from the europe america overlap trading region are the most important source of spillovers to other trading regions for both currency pairs

volatility transmission and volatility impulse response functions in european electricity forward markets using daily data from march 2001 to june 2005 we estimate a var bekk model and find evidence of return and volatility spillovers between the german the dutch and the british forward electricity markets we apply hafner and herwartz 2006 journal of international money and finance 25 719 740 volatility impulse response function virf to quantify the impact of shock on expected conditional volatility we observe that a shock has a high positive impact only if its size is large compared to the current level of volatility the impact of shocks are usually not persistent which may be an indication of market efficiency finally we estimate the density of the virf at different forecast horizon these fitted distributions are asymmetric and show that extreme events are possible even if their probability is low these results have interesting implications for market participants whose risk management policy is based on option prices which themselves depend on the volatility level

bear squeezes volatility spillovers and speculative attacks in the hyperinflation 1920s foreign exchange abstract this paper examines some of the characteristics of the foreign exchange market in the 1920s floating period nominal returns appear to exhibit properties consistent with asset prices on modern more well organized financial markets i e they appear to be well described by martingales and possess persistent time dependent heteroscedasticity in order to deal with the extreme kurtosis in the exchange rate series we use robust inferential methods to test for volatility spillovers and shocks that might effect subsequent mean returns apart from some particularly abnormal bear squeeze episodes the markets appear remarkably efficient

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

a broadened causality in variance approach to assess the risk dynamics between crude oil prices and the jordanian stock market within the new developed causality in variance approach this paper builds up a broad methodological framework to more accurately capture the risk spillover effects between global oil prices and jordanian stock market returns during the period 1 march 2003 31 january 2014 the sample period is divided on the basis of the 2008 financial crisis into pre crisis and post crisis periods results for the pre crisis period show a lack of risk spillovers between global oil and the jordanian stock market after the crisis however we find evidence for one way risk spillover running from the oil market these findings have implications for the design of appropriate asset allocation and regulatory policies to manage risk spillover effects

a new approach to measuring financial contagion this article proposes a new approach to evaluate contagion in financial markets our measure of contagion captures the coincidence of extreme return shocks across countries within a region and across regions we characterize the extent of contagion its economic significance and its determinants using a multinomial logistic regression model applying our approach to daily returns of emerging markets during the 1990s we find that contagion is predictable and depends on regional interest rates exchange rate changes and conditional stock return volatility evidence that contagion is stronger for extreme negative returns than for extreme positive returns is mixed

a note on the importance of overnight information in risk management models this paper examines the economic value of overnight information to users of risk management models in addition to the information revealed by overseas markets that trade during the domestic overnight period this paper exploits information generated via recent innovations in the structure of financial markets in particular certain securities and associated derivative products can now be traded at any time over a 24 h period as such it is now possible to make use of information generated by trading in almost identical securities during the overnight period of the securities that are available over such time periods s p 500 related products are by far the most actively traded and are therefore the subject of this paper using a variety of conditional volatility models that allow time dependent information flow within and across three different s p 500 markets the results show that overnight information flow has a significant impact on the conditional volatility of daytime traded s p 500 securities moreover time consistent forecasts from models that incorporate overnight information are shown to have economic value to risk managers in particular value at risk var models based on these conditional volatility models are shown to be more accurate than var models that ignore overnight information

sensitivity of the bank stock returns distribution to changes in the level and volatility of interest rate a garch m model abstract the objective of this paper is to employ the generalized autoregressive conditionally heteroskedastic in the mean garch m methodology to investigate the effect of interest rate and its volatility on the bank stock return generation process this framework discards the restrictive assumptions of linearity independence and constant conditional variance in modeling bank stock returns the model presented here allows for shifts in the volatility equation in response to the changes in monetary policy regime in 1979 and 1982 to be estimated arch garch and volatility feed back effects are found to be significant interest rate and interest rate volatility are found to directly impact the first and the second moments of the bank stock returns distribution respectively the latter also affects the risk premia indirectly the degree of persistence in shocks is substantial for all the three bank portfolios and sensitive to the nature of the bank portfolio and the prevailing monetary policy regime

dynamic relations between international equity and currency markets the role of currency order flow previous research on the dynamic linkages between international financial markets focused on bivariate interequity or intercurrency relationships and do not allow a specific role for the currency or equity market respectively in this paper we hypothesize that there are important yet not well understood dynamic relationships between international equity and currency markets and these are driven by information spillover via the mechanism of currency order flow using a trivariate asymmetric garch framework we find that the relationships between equity and currency markets are significant bidirectional and pervasive these relationships which coexist with the relationships between u s and foreign equity markets are much stronger in the volatilities than in the means importantly we find strong support for our information spillover hypothesis where currency order flow is the economic mechanism by which information is transmitted

unravelling financial market linkages during crises an empirical model of multiple asset classes across countries is formulated in a latent factor framework a special feature of the model is that financial market linkages during periods of financial crises including spillover and contagion effects are formally specified the model also captures a range of common factors including global shocks country and market shocks and idiosyncratic shocks the framework is applied to modelling linkages between currency and equity markets during the east asian financial crisis of 1997 98 the results provide strong evidence that cross market links are important spillovers have a relatively larger effect on volatility than contagion but both are statistically significant

a note on weekday intraday and overnight patterns in the interbank foreign exchange and listed currency options markets abstract transactions data are used to investigate returns patterns for close to close close to open and intraday long positions in spot currency interbank and currency put options listed for the years 1983 through 1988 both trading day and calendar day hypotheses are investigated under the former spot market returns are found to be significantly higher from friday close to monday close and from friday close to monday open under the calendar day hypothesis however no significant close to close pattern emerges and the friday close to monday open effect is reversed finally spot put market returns are found to be significantly lower higher for tuesday and friday afternoons

currency downside risk liquidity and financial stability abstract we estimate volatility and quantile depreciation based spillovers across 20 global currencies against the us dollar in so doing we reveal significant asymmetries in the propagation of risk across global currency markets the quantile based statistic reacts more significantly to events that have a sizable impact on fx markets e g brexit vote and the fx crash following the subprime crisis which are missed by the volatility based statistic as such our tail spillover estimates constitute a new financial stability index for the fx market this index has the advantages of being easy to build of not requiring intraday data and of being more informative about currency crises and pressures than traditional spillover statistics based on volatilities finally we also document differences in the relation between liquidity and volatility quantile spillovers

transferring environmental value estimates issues and alternatives abstract environmental value transfer needs to be understood in the context of scientific information use in general this provides a different perspective upon the reasons why benefit transfer in particular appears so controversial and raises concerns over the limited types of validity testing being undertaken by those supporting such applications as ecosystem services valuation another key issue which we emphasise is the unintentional challenge to standard economic theory raised by the models used to conduct value transfers existing value transfer practice reveals the need for a more inclusive approach if environmental values are to be addressed we argue that there are robust alternative means for including multiple environmental values in decision processes these cannot be dismissed out of hand and analysts should be expanding their understanding of the available approaches which include attitude and norm measures multi criteria analysis and participatory deliberative institutions

time varying volatility spillover between chinese fuel oil and stock index futures markets based on a dcc garch model with a semi nonparametric approach abstract this paper reveals some new evidence on the volatility spillover between fuel oil and stock index futures markets in china by considering its time variant feature time varying effect is specified by the legendre polynomials in a dcc garch model moreover the semi nonparametric snp approach accounting for marginal excess kurtosis and asymmetry is applied we find different time evolving patterns of volatility spillover across multiple periods due to the structural breaks the direction of mean volatility spillover is found to be bilateral moreover the strength of mean volatility spillover shows that the effect from stock index to fuel oil futures is much stronger than the other way around this implies that the stock index futures market plays a leading role in information processing these findings have important implications for the fuel oil stakeholders as well as risk management

information transmission and market interactions across the atlantic an empirical study on the natural gas market abstract this paper studies the international information transmission and market interactions in the u s and u k natural gas markets three well documented approaches are used to measure the relative importance on the process of price discovery under a quadvariate system after adjusting the effects of nonsynchronous trading prices robust results indicate our system that includes spot and futures prices within the two countries are driven by one common factor information disseminates efficiently among the four markets concerned the u s futures market dominates as the center for price discovery the u k futures market comes as the second the spot markets in the u s and u k are less efficient than their corresponding futures market where the u k spot market contributes the least and almost zero to the price discovery process asymmetric volatility spillovers are found in three of the four markets volatility in the u s futures market increases with positive returns which illustrates the inverse leverage effect in most of the commodity market volatilities in the spot markets are negatively related to returns which is analogous to the traditional leverage effect prevailing in most of the equity stock markets

the threshold effect in expected volatility a model based on asymmetric information this article develops theoretical insight into the threshold effect in expected volatility which means that large shocks are less persistent in volatility than small shocks the model uses the kyle admati pfleiderer setup with liquidity traders informed traders and a market maker information is modeled as a garch process it is shown that the garch process for information is transformed into a tarch process for threshold garch for the market price changes working with information flows allows one to derive implications for trading volume and market liquidity which provide the basis for a more complete test of the model article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

fx trading and exchange rate dynamics i examine the sources of exchange rate dynamics by focusing on the information structure of fx trading this structure permits the existence of an equilibrium distribution of transaction prices at a point in time i develop and estimate a model of the price distribution using data from the deutsche mark dollar market that prroduces two striking results 1 much of the short term volatility in exchange rates comes from sampling the heterogeneous trading decisions of dealers in a distribution that under normal market conditions changes comparatively slowly 2 public news is rarely the predominant source of exchange rate movements over any horizon copyright the american finance association 2002

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

intraday volatility in international stock index futures markets meteor showers or heat waves the international transmission of intraday price volatility among the united states united kingdom and japanese stock index futures markets in the period 1988 1994 is investigated in this paper the empirical results based on extreme value estimators and vector autoregression indicate the rapid transmission of information between markets the volatilities of the u s and u k futures markets appear to follow a meteor shower rather than a heat wave type of process this means that these volatilities react to shocks from other markets i e they cannot be described only by their past values however the heat wave hypothesis is not rejected for the japanese market meaning that the shocks to japanese volatility are mostly country specific a multivariate garch model supports the u k and japanese but not the u s results

japan s financial deregulation and linkage of the gensaki and euroyen deposit markets summary this paper examines whether japan s financial deregulation weakened the linkage between the euroyen and gensaki markets it defines and analyses the linkage of the two markets in terms of the persistence and predictability of yield spreads as well as cross market causality by using johansen tests and an error correction model this paper shows first cross market causality before and after deregulation and second one common trend in interest rates substantial gensaki euroyen yield spreads and a slower response of the one month gensaki euroyen yield spread to a shock after deregulation

segmentation and time of day patterns in foreign exchange markets abstract this paper sheds light on a puzzling pattern in spot foreign exchange markets domestic currencies appreciate depreciate systematically during foreign domestic working hours this phenomenon spans many years and several exchange rates and overrides calendar effects we argue that it is mainly due to liquidity and inventory patterns that emerge from the combination of two factors domestic agents tend to be net buyers of foreign currency and to trade mostly in their country s working hours the prevalence of domestic foreign traders demanding the counterpart currency during domestic foreign working hours implies sell price buy price pressure on the domestic currency during domestic foreign working hours

impulse response function for conditional volatility in garch models this article defines and analyzes the impulse response function for conditional volatility in generalized autoregressive conditional heteroscedasticity garch models it first derives the function from a vector autoregressive and moving average representation of the garch models and obtains the corresponding standard errors from the first order derivatives of the function and the covariance matrix of the estimated parameters then this article employs a monte carlo study to assess the finite sample properties of the standard errors and provides an empirical example of the dependence of exchange rate volatility to demonstrate its use in empirical applications

market structure and inefficiency in the foreign exchange market abstract this paper investigates the intradaily operational efficiency of the us foreign exchange market by conducting computer simulation experiments with market structure the numbers of market makers brokers and customers the results indicate significant operational inefficiencies which can be explained by temporary inventory imbalances inherent in a decentralized market the results also suggest that much of this inefficiency could be alleviated through a centralization of price information jel f31 g15

volatility spillovers in east european black market exchange rates abstract this paper tests the efficiency of dollar exchange rate black markets for the currencies of six formerly socialist countries of eastern europe under conditions of imperfect information high transaction costs and pronounced turbulence due to political and economic crisis and reform we find evidence of volatility spillovers in conditional mean affecting only the markets for the bulgarian lev and rumanian lei and limited evidence of volatility spillovers in conditional variance which imply the possibility of some policy coordination emanating from the soviet union nevertheless on balance our results lend broad support to the efficiency of exchange rate black markets and to previous results concerning floating exchange rate systems in general

the global configuration of a speculative trading operation an empirical study of foreign exchange trading this paper proposes a theory of firm boundaries based on fore knowledge development and exploitation in speculative or informed trading foreign exchange trading provides this study s empirical context from research on information economics we suggest optimal speculative trading operations are multiunit and globally dispersed alternatively transaction cost economics suggests atomistic actors prevail in the market for fungible commodities like currencies we also develop competing hypotheses about information technology s effects on foreign exchange trading operations speculation arguments predict that the global scope of trading operations will expand after the introduction of generic information technologies transaction cost economics proposes that when atomistic actors do not prevail trading operations will contract after this introduction we test competing predictions with models of the expansion contraction and net change in a firm s global dispersion we estimate these models with data from the population of banks worldwide engaged in interbank foreign exchange currency fx trading from 1974 to 1993 our results uncover two types of firms those that approach the atomistic actor of transaction cost economics and those that resemble the globally dispersed multiunit configuration from our speculation discussion these results encourage reflection on how the theory of the firm differs when firms trade to produce versus speculate

volatility spillover and multivariate volatility impulse response analysis of gfc news events abstractthis article applies two measures to assess spillovers across markets the diebold and yilmaz s 2012 spillover index and the hafner and herwartz s 2006 analysis of multivariate garch models using volatility impulse response analysis we use two sets of data daily realized volatility rv estimates taken from the oxford man rv library for the s p500 and the ftse plus 10 years of daily returns series for the new york stock exchange index and the ftse 100 index both data sets capture both the global financial crisis gfc and the subsequent european sovereign debt crisis esdc the spillover index captures the transmission of volatility to and from markets plus net spillovers the volatility impulse responses virf have to be calibrated to conditional volatility estimated at a particular point in time we explore the impact of three different shocks the onset of the gfc the height of the gfc and the impact of the esdc our modelling includes leverage and asymmetric effects applying a mu

ecology and valuation big changes needed abstract ecological economics has developed as a transdisciplinary science but it has not taken significant steps toward a truly integrated process of evaluating anthropogenic ecological change the emerging dominance within ecological economics of the movement to monetize ecological services when combined with the already well entrenched dominance of contingent pricing as a means to evaluate impacts on amenities has created a monistic approach to valuation studies it is argued that this monistic approach to evaluating anthropogenic impacts is inconsistent with a sophisticated conception of ecology as a complex science that rests on shifting metaphors an alternative pluralistic and iterative approach to valuation of anthropogenic ecological change is proposed

aggregation and deliberation in valuing environmental public goods starting from a distinction between kantian principle based and utilitarian preference based approaches in political theory this essay argues that we may understand normative judgments individuals make about policy to express principled views of the public interest or purpose not private preferences about their own consumption opportunities these judgments in other words state opinions about what we ought to do as a society rather than report preferences about what i want as a utility maximizer this essay then argues that contingent valuation can take into account these kinds of judgments which dominate public discourse about the environment only if it moves toward a deliberative discursive jury like research method emphasizing informed discussion leading toward a consensus based on an argument about the public interest

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

optimal hedge ratios at the winnipeg commodity exchange multivariate garch models are employed to estimate time varying hedge ratios for three commodities traded on the winnipeg commodity exchange garch hedge ratios are shown to be superior to those based on the traditional regression approach to calculating the optimal hedge les ratios optimaux de comptant par rapport aux contrats a terme a la bourse de denrees de winnipeg l auteur emploie des modeles multivaries de type garch pour calibrer les ratios optimaux de comptant par rapport aux contrats a terme pour trois denrees transigees a la bourse des denrees de winnipeg ces ratios s averent superieurs a ceux qu on obtient par les methodes de regression traditionnelles

what matters and why ecosystem services and their bundled qualities much ecosystem service es research is structured around four often implicit assumptions about es benefits and stakeholders conceptions of these 1 es assessors can identify and characterize priority es across stakeholders without local participation 2 stakeholders derive one kind of benefit from each es in a one to one production function manner 3 most ess are amenable to market or non market economic valuation and 4 stakeholders primarily conceive of the importance of nature in terms of ecosystems production of benefits we empirically evaluated these assumptions with a map based interview protocol to characterize what can be managed es and related activities what matters benefits and why values based on interviews with residents of coastal communities in british columbia 87 of responses to cultural es interview prompts conveyed bundles of linked services benefits and values many es related values e g transformative and identity matter in ways that are not adequately expressed using market or non market valuation respondents used diverse metaphors about why the ocean is important not only the es production metaphor which assumes that values are a function of ecosystem processes our research demonstrates the utility of our interview protocol for providing a fuller representation of ecosystem related values and benefits potentially informing environmental decision making processes

measuring financial asset return and volatility spillovers with application to global equity markets we provide a simple and intuitive measure of interdependence of asset returns and or volatilities in particular we formulate and examine precise and separate measures of return spillovers and volatility spillovers our framework facilitates study of both non crisis and crisis episodes including trends and bursts in spillovers and both turn out to be empirically important in particular in an analysis of sixteen global equity markets from the early 1990s to the present we find striking evidence of divergent behavior in the dynamics of return spillovers vs volatility spillovers return spillovers display a gently increasing trend but no bursts whereas volatility spillovers display no trend but clear bursts

hourly volatility spillovers between international equity markets abstract this paper examines the timing of mean and volatility spillovers between new york and london equity markets using an arch model it is found that the evidence of volatility spillovers between these markets is minimal and have a duration which lasts only an hour or so the most significant effects surround the movement of share prices around the new york opening but these results are not strong several new arch models are estimated including an asymmetric or leverage model and a non linear model which allows big shocks to have a different impact from small shocks

flexible exchange rates prices and the role of news lessons from the 1970s recent experience with flexible exchange rate systems has led to renewed interest in the operation of foreign exchange markets as reflected in many recent studies of the principal determinants of exchange rates the 1970s witnessed the dramatic alteration of the international monetary system from a regime of pegged exchange rates which prevailed for about a quarter of a century since the bretton woods conference into a regime of flexible though managed rates as a consequence of the emergence of the new legal and economic system traders national governments and international organisations were confronted with new economic problems choices and instruments during the 1970s ex change rates fluctuated widely and inflation rates accelerated the international monetary system had to accommodate extraordinarily large oil related shocks which affected trade flows in goods and assets huge oil payments had to be recycled uncertainties concerning future developments in international politics reached new heights and the prospects for the world economy got gloomier these developments placed unprecedented pressures on the markets for foreign exchange as well as on other asset markets they were associated with a large slide in the value of the us dollar and resulted in speeding up the creation of new institutions like the european monetary system which provided the formal framework for the management of exchange rates among members

intraday volatility in the stock index and stock index futures markets we examine the intraday relationship between returns and returns volatility in the stock index and stock index futures markets our results indicate a strong intermarket dependence in the volatility of the cash and futures returns price innovations that originate in either the stock or futures markets can predict the future volatility in the other market we show that this relationship persists even during periods in which the dependence in the returns themselves appears to weaken the findings are robust to controlling for potential market frictions such as asynchronous trading in the stock index our results have implications for understanding the pattern of information flows between the two markets article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

asymmetric volatility transmission in international stock markets abstract the transmission mechanism of price and volatility spillovers across the new york tokyo and london stock markets is investigated the asymmetric impact of good news market advances and bad news market declines on volatility transmission is described by an extended multivariate exponential generalized autoregressive conditionally heteroskedastic egarch model using daily open to close returns we find strong evidence that volatility spillovers in a given market are much more pronounced when the news arriving from the last market to trade is bad a before and after october 1987 crash analysis reveals that the linkages and interactions among the three markets have increased substantially in the post crash era suggesting that national markets have grown more interdependent

the global transmission of volatility in the foreign exchange market volatility spillovers of the dm and exchange rate across regional markets are examined using the integrated volatility of high frequency data an analysis of quoting patterns reveals five distinct regions asia asia europe overlap europe europe america overlap and america after reviewing theoretical foundations for persistence of volatility in dealership markets regional volatility models are constructed where volatility in one region is a function of yesterday s volatility in that region heat wave effect and volatility in other regions meteor shower effect evidence of statistically significant effects is found for both own region and interregional spillovers but the economic significance of own region spillovers indicates that heat waves are more important than meteor showers

the relationship between daily u s and japanese equity prices evidence from spot versus futures markets abstract the daily and overnight transmission of equity prices between the u s and japan is examined in this paper this study documents that the use of the opening value of an equity index to represent equity prices at the open is unlikely to be reliable and the calculated opening values of the nikkei 225 and especially the s p500 indexes mostly reflect prior days closing prices unlike prior studies this paper accounts for this problem of non synchronous trading at the open and finds that u s equity prices do not lead japanese equity prices as both u s and japanese opening equity prices reflect overnight price changes in the other market

interest rate volatility in emerging markets we use high frequency interest rate data for a group of latin american and asian countries to analyze the behavior of volatility through time we focus on volatility comovements across countries our analysis relies on univariate and bivariate switching volatility models we compare the results from the switching models with those from rolling standard deviation models we argue that the switching models are superior our results indicate that high volatility episodes are in general short lived lasting from 2 to 7 weeks we also find some evidence of interest rate volatility comovements across countries

long swings in exchange rates are they really in the data several authors have reported evidence of long swings in u s dollar exchange rates by rejecting the random walk in favor of a markov regime switching model we show that this evidence is not robust to an extension of the sample period one should however not conclude that long swings are thus absent because the tests may have insufficient power a possible reason for this is the low data frequency because existing tests are based on quarterly data and we find that the power can be increased substantially by raising the data frequency indeed weekly data reject the random walk so we conclude that long swings are in the data this conclusion is supported by significant superiority of regime switching over random walk out of sample forecasts of the direction of change

market interactions in returns and volatilities between spot and forward shipping freight markets abstract the lead lag relationship in both returns and volatilities between spot and futures markets has been investigated extensively in the financial economics literature only a limited number of such studies have appeared on forward markets primarily due to the lack of easy access to empirical data this paper uses a unique database in over the counter forward freight agreements ffa to investigate the issue the underlying commodity is non storable being that of a shipping service with the additional feature of transactions costs being higher in the spot market in comparison to the forward market these features have interesting implications for the markets at the practical level the better understanding of the mean and variance dynamics can improve risk management and budget planning decisions

measuring network systemic risk contributions a leave one out approach abstract the aim of this paper is to propose a new network measure of systemic risk contributions that combines the pair wise granger causality approach with the leave one out concept this measure is based on a conditional granger causality test and consists of measuring how far the proportion of statistically significant connections in the system breaks down when a given financial institution is excluded we analyse the performance of our measure of systemic risk by considering a sample of the largest banks worldwide over the 2003 2018 period we obtain three important results first we show that our measure is able to identify a large number of banks classified as global systemically important banks g sibs by the financial stability board fsb second we find that our measure is a robust and statistically significant early warning indicator of downside returns during the last financial crisis finally we investigate the potential determinants of our measure of systemic risk and find similar results to the existing literature in particular our empirical results suggest that the size and the business model of banks are significant drivers of systemic risk

meteor showers or heat waves heteroskedastic intra daily volatility in the foreign exchange market this paper seeks to explain the causes of volatility clustering in exchange rates careful examination of intra daily exchange rates provides a test of two hypotheses heat waves and meteor showers the heat wave hypothesis is that the volatility has only country specific autocorrelation alternatively the meteor shower is a phenomenon of intra daily volatility spillovers from one market to the next using the garch model to specify the heteroskedasticity across intra daily market segments we find that the empirical evidence is generally against the null hypothesis of the heat wave using a volatility type of vector autoregression we examine the impact of news in one market on the time path of per hour volatility in other markets

does pricing nature reduce monetary support for conservation evidence from donation behavior in an online experiment abstract ecosystem services valuation attempts to determine the monetary value of the benefits provided by the natural world prior research has shown that making monetary value salient fosters self interested behavior in experimental settings vohs mead and goode 2006 reduces the intrinsic value ascribed to pro social activities such as volunteering pfeffer and devoe 2009 and reduces the efficacy of environmentally relevant interventions steinhorst klockner and matthies 2015 these findings raise concern that ecosystem service valuation information might adversely impact individual s pro environmental behaviors this study uses an experimental framework to determine whether ordinary citizens exposure to valuation information such as one might encounter in a news article or fundraising materials might influence an individual s contribution to a natural resource conservation fund the study is implemented with 250 participants from across the united states we find that participants who receive a natural resource description plus valuation treatment donate a statistically significant lower dollar amount of their experimental earnings on average than those who read the narrative alone based upon this evidence we assert that ecosystem service valuation information has the potential to negatively impact financial support for the exact resources the information is designed to promote

common trends in global volatility abstract this paper investigates the long term patterns in global foreign exchange equity and bond markets in three different trading zones namely japan europe and the united states recent advances in the measurement of volatility from high frequency data are used together with the concepts of fractional integration and cointegration the specific objective is to consider whether there are common trends that drive volatility in the global marketplace this so called commonality in volatility hypothesis is formulated using a cofractional model the results confirm that volatility in all three financial asset markets across all three trading zones share a single common trend which lends itself to interpretation as a global news stream

intra daily volatility spillovers in international stock markets abstract using a novel four phase model based upon a conditional autoregressive wishart framework for realized variances and covariances we quantify intra daily volatility spillovers within and across the us german and japanese stock markets before and during the subprime crisis we find significant short term spillovers from one stock market to the next trading market which have substantially intensified during the crisis indicating a global volatility contagion coming from the us market the strongest contagion with the largest burst of spillover effects from and to foreign markets is observed for the japanese market which was prior to the crisis fairly uncoupled from the german and us market we also find that the crisis leads to a significant reduction of the general persistence of volatility shocks in international stock markets hence it appears that during the turmoil of the crisis news generating volatility become outdated more quickly than before the crisis

volatility spillovers and cross hedging between gold oil and equities evidence from the gulf cooperation council countries the paper examines the return and volatility spillovers between crude oil gold and equities and investigates the usefulness of the two commodities in hedging equity portfolios using daily data from january 20043 to may 2016 for the gulf cooperation council countries a dcc garch model is used to estimate dynamic correlations and hedge ratios we find significant spillovers from oil to equities highlighting the heavy dependence of the local economies on oil moreover the spillovers of gold on the stock markets are insignificant suggesting that gold price fluctuations do not necessarily influence equity investment decisions in the opposite direction we find that equities do not exert significant influence on the two commodities which we attribute to the relatively small capitalisation of the exchanges our results reveal low dynamic correlations and hedge ratios with a few spikes during crises indicating that oil and gold are cheap hedges for stocks albeit not good ones while they could be considered as weak safe havens but at a considerable cost

trading activity dealer concentration and foreign exchange market quality abstract we study the relation between foreign exchange market quality and both trading activity and dealer concentration by considering two currency pairs with significant differences along both dimensions the euro us dollar and canadian dollar us dollar a variance ratio test reveals over reaction in currency prices but that this is smallest when trading activity is high and dealer concentration at its peak a garch model shows that over reaction declines as trading activity and dealer concentration increase with the results being stronger for the euro our results confirm that trading activity is an important determinant of market quality but also point to a significant role for dealer concentration

revealing ecological processes or imposing social rationalities the politics of bounding and measuring ecosystem services ecosystem service es frameworks have been developed to characterize and model the relationships between ecological processes and human benefits some argue that these relationships should be specified through expert derived analytical i e top down frameworks in order to organize accumulated knowledge and create ready made framings for communities on the ground in contrast arguments for the participatory construction of es assessments emphasize the need for place sensitive and deliberative i e bottom up approaches in this paper we draw on a novel water planning exercise in new zealand to examine the tensions that arise when expert produced categories intersect with diverse stakeholder worldviews and aspirations expert derived es categories and analyses intervene in local valuation contexts in a range of ways narrowing the scope of which ecological processes might be considered as relevant or legitimate bounding as well as affecting how these processes are described and compared measuring the practices of bounding and measuring es in scientific and planning assessments should thus be conceptualized as involving political work and not just scientific judgment this reframes the role of ecological science and scientists in es debates and this presents cautions as well as opportunities for future es work relating to policy

interdependence and dynamics in currency futures markets a multivariate analysis of intraday data abstract this paper investigates long term interdependencies and short term dynamics in currency futures utilizing intraday data for six major foreign currencies the british pound deutsche mark swiss franc australian dollar canadian dollar and japanese yen lack of cointegration ci among the foreign exchange futures is found to be the prevailing mode of behavior but some temporary deviations from the no ci condition are detected there is a notable overlap between detected ci relationships and the timing of policy changes world events and regime shifts indicating that the observed cis are event driven the robustness of the ci results is checked with respect to variations in the model lag structure data period sample horizon and currency basket grouping impulse response functions irfs reveal that currency markets are in general efficient and absorb new information within the day the interdependence among currencies is found to be asymmetric

a note on intraday foreign exchange volatility and the informational role of quote arrivals abstract the conditional variance for five different hourly foreign exchange rates is modeled using a garch model with the number of incoming quotes as a regressor in the conditional variance equation we find that the number of quotes is positively and significantly related to the volatility of all rates examined the empirical findings support the conjecture of a time consuming information process

volume autocorrelation information and investor trading this study investigates whether the widely documented daily correlated trading volume of stocks is driven by individual investor trading institutional trading or both we find that at least 95 of nyse and amex stocks exhibit statistically significant positive serial correlation volume autocorrelation decreases with the level of institutional ownership of a stock we also show that the rate of arrivals of new information to the market contributes to the clustering of trades when there is high information flow to the market institutional trading generates a more pronounced effect on volume autocorrelation than individual investor trading our results are broadly consistent with the predictions of trading volume patterns suggested by most theoretical models of stock trading and by empirical research on investor trading

asymmetric volatility connectedness on the forex market abstract we show how bad and good volatility propagate through the forex market i e we provide evidence for asymmetric volatility connectedness on the forex market using high frequency intra day data of the most actively traded currencies over 2007 2015 we document the dominating asymmetries in spillovers that are due to bad rather than good volatility we also show that negative spillovers are chiefly tied to the dragging sovereign debt crisis in europe while positive spillovers are correlated with the subprime crisis different monetary policies among key world central banks and developments on commodities markets it seems that a combination of monetary and real economy events is behind the positive asymmetries in volatility spillovers while fiscal factors are linked with negative spillovers

information transmission between the nasdaq and asian second board markets abstract in the 1980s and early 1990s the nasdaq s success helped to prompt singapore sesdaq japan jasdaq taiwan taisdaq and south korea kosdaq to set up or formalize their own second board markets in 1999 malaysia mesdaq and hong kong gem followed suit given the growing importance of these second board markets we examine whether there is any evidence of spillovers from nasdaq returns and volatilities to asian second board market returns and volatilities after controlling for spillovers from the nyse and whether these cross country spillovers are strong relative to domestic spillovers from the corresponding main board markets we employ egarch models dynamic causality tests and var based forecast error decompositions using daily data of a recent sample period that includes the asian financial crisis of 1997 and continues until april 20 2001 there is strong evidence of lagged returns and volatility spillovers from the nasdaq market to the asian second board markets when we exclude contemporaneous main board market returns there is also strong evidence of contemporaneous and lagged returns and volatility spillovers from the local main board markets to the corresponding second board markets however even in the presence of contemporaneous main board market returns there are substantial spillovers from the lagged nasdaq returns and volatilities to asian second board market returns and volatilities these findings are not sensitive to whether we use us dollar based data or local currency based data given the difference in the trading hours between the nasdaq and asian stock markets we use available intra day return data and canadian return data the findings seem quite robust there is substantial information spillover from the nasdaq to the asian and canadian second board markets these findings indicate the existence of a substantial cross country industry effect or meteor shower effect as well as a domestic market effect or heat wave effect and imply that both country diversification and industry diversification are important

the roles of inter fuel substitution and inter market contagion in driving energy prices evidences from china s coal market abstract coal has been dominating energy supply and consumption in china with the country becoming the largest energy supplier and consumer worldwide due to inter fuel substitution of crude oil and inter market contagion of international coal market china s coal price might be interrelated with crude oil price and international coal price however the precise roles of these two effects in determining china s coal price are unknown this paper contributes to previous literature by investigating this issue we find that co movements between china s coal price and crude oil price largely hinge on the shares of oil and coal in china s energy mix while its co movements with international coal price depend on scales of coal trade inter fuel substitution dominated the interaction of china s coal market with other energy types but the importance of inter market contagion has been increasing we also find that china might have become an originator for driving the returns of crude oil and international coal in particular after 2008 furthermore china s coal market is still a net volatility recipient for shocks from both crude oil market and international coal market given the increased integration of global energy markets we anticipate this paper to provide a better understanding on the dynamic changes in china s coal prices

where does the meteor shower come from the role of stochastic policy coordination abstract this paper examines the intra daily volatility of the yen dollar exchange rate over three different regimes from 1979 to 1988 which correspond to different degrees of international policy coordination in each regime we test for heat wave vs meteor shower effects the heat wave hypothesis assumes that volatility has only country specific autocorrelations while the meteor shower hypothesis allows volatility spillovers across markets meteor shower showers can be caused by stochastic policy coordination or by gradual release of private information the rejection of the heat wave hypothesis in the early 1980s discredits the stochastic policy coordination interpretation

news from the u s and japan which moves the yen dollar exchange rate abstract intra daily movements in the yen dollar exchange rate are examined in four non overlapping segments within each business day from january 1980 to september 1985 the results indicate that the dollar tended to appreciate in the new york segment and depreciate in the european segment in three of the four subsamples considered the tokyo segment made virtually no contribution to annual yen dollar rate movements the volatility of the exchange rate also differed across markets finally in examining the relative effects of news from the u s and japan explicitly u s money announcement surprises had the most consistent effects

economic linkages across commodity futures hedging and trading implications we investigate cross market trading dynamics in futures contracts written on seemingly unrelated commodities that are consumed by a common industry on the tokyo commodity exchange we find such evidence in natural rubber nr palladium pa and gasoline ga futures markets the automobile industry is responsible for more than 50 of global demand for each of these commodities var estimation reveals short run cross market interaction between nr and ga and from nr to pa cross market influence exerted by pa is felt in longer dynamics with pa volatility volume affecting nr ga volume volatility our findings are robust to lag specification volatility measure and consistent with full bekk garch estimation results further analysis which benchmarks against silver futures market tocom index and topix transportation index confirms that our results are driven by a common industry exposure and not a commodity market factor a simple trading rule that incorporates short run ga and long run pa dynamics to predict nr return yields positive economic profit our study offers new insights into how commodity and equity markets relate at an industry level and implications for multi commodity hedging

inferring attribute non attendance from discrete choice experiments implications for benefit transfer typical convergent validity tests of benefit transfer based on stated preference data assume that willingness to pay wtp estimates have been accurately measured and that differences in wtp arise from differences in observable and unobservable characteristics between the study and the policy sites in this paper we conduct a convergent validity test assuming equality of underlying preferences but allow for the possibility that transfer errors arise from differences in the way that respondents process information in the preference elicitation tasks using data from an identical survey instrument applied to the population of two river basins in spain we obtain marginal and total wtp estimates for ecological improvements of water bodies and the corresponding transfer errors across sites results of equality constrained latent class eclc models that infer attribute non attendance an a are compared to results from mixed logit mxl models in wtp space we find large absolute and relative differences in marginal and total wtp between sites for the mxl models and significantly reduced transfer errors for the eclc models this paper therefore provides further evidence that an a can significantly affect environmental values derived from attribute based stated preference methods and is the first to investigate the implications for benefit transfer

volatility spillovers and connectedness among credit default swap sector indexes this article studies volatility spill over effects and market connectedness using daily data of credit default swap spreads for u s companies over a period from 2007 to 2012 we quantify volatilit