information acquisition and under diversification if an investor wants to form a portfolio of risky assets and can exert effort to collect information on the future value of these assets before he invests which assets should he learn about the best assets to acquire information about are ones the investor expects to hold but the assets the investor holds depend on the information he observes we build a framework to solve jointly for investment and information choices with general preferences and information cost functions although the optimal research strategies depend on preferences and costs the main result is that the investor who can first collect information systematically deviates from holding a diversified portfolio information acquisition can rationalize investing in a diversified fund and a concentrated set of assets an allocation often observed but usually deemed anomalous copyright wiley blackwell

is international diversification really beneficial abstract previous research claims that low constant correlations among international stock indices create substantial risk reduction from diversification we contend that only using constant correlations is too simplistic an approach we examine international diversification by 1 using conditional correlations 2 evaluating tail risk including the effect of skewness and kurtosis and 3 examining the possible tradeoffs of standard deviation with correlation skewness and kurtosis we show that conclusions concerning diversification based solely on constant correlations across markets can be misleading since the diversification benefits are time varying are affected by non normality and depend on the benchmark country employed finally tradeoffs do exist between standard deviation and the other risk factors

a time varying copula approach to oil and stock market dependence the case of transition economies abstract we employ the time varying copula approach to investigate the conditional dependence between the brent crude oil price and stock markets in the central and eastern european cee transition economies our results show evidence of a positive dependence between the oil and the stock markets of the six cee countries which is indicative of a contagion between those markets regardless of the changes in the oil price or the cee stock index moreover the dependence patterns in both the center and left tails of the return distributions change over time particularly during the heart of the financial crisis and are best described by the survival gumbel copulas the empirical evidence also suggests that the lower tail dependence is much stronger than that of the upper tail highlighting the importance of contagion during severe contractionary business cycles among the sample markets poland is shown to be particularly sensitive in this regard while hungary and slovenia are the least sensitive

unobservable shocks as carriers of contagion we propose an identified structural garch model to disentangle the dynamics of financial market crises we distinguish between the hypersensitivity of a domestic market in crisis to news from foreign non crisis markets and the contagion imported to a tranquil domestic market from foreign crises the model also enables us to connect unobserved structural shocks with their source markets using variance decompositions and to compare the size and dynamics of impulses during crises periods with tranquil period impulses to illustrate we apply the method to data from the 1997 1998 asian financial crisis which consists of a complicated set of interacting crises we find significant hypersensitivity and contagion between these markets but also show that links may strengthen or weaken impulse response functions for an equally weighted equity portfolio show the increasing dominance of korean and hong kong shocks during the crises and covariance responses demonstrate multiple layers of contagion effects

on the frequency of large stock returns putting booms and busts into perspective textabstractnumerous articles have investigated the distribution of share prices and find that the returns are fat tailed nevertheless there is still controversy about the amount of probability mass in the tails and hence about the most appropriate distribution to use in modeling returns this controversy has proven hard to resolve as the alternatives are non nested we employ extreme value theory focusing exclusively on the larger observations in order to assess the tail shape within a unified framework we find that at least the first two moments exist this enables one to generate robust probabilities on large returns which put the recent stock market swings into historical perspective

risk market sensitivity and diversification much can be learned about the risk character of a portfolio by measuring its market sensitivity and diversification the author explains the meaning of these two key measures and shows how to calculate their values using corresponding measures for the individual securities in the portfolio

modeling the co movements between crude oil and refined petroleum markets abstract in this paper we investigate two types of asymmetries i e the asymmetry in the lower and upper tail dependences and the asymmetry in the propagation of crisis bubble between crude oil market and refined petroleum markets based on copula models thirteen copula models with different types of dependence structures and time varying dependence parameters are considered we find that in general the malm copula fits our sample data best based on aic criterion we find that lower and upper tail dependences are both positive indicating that crude oil and refined product markets tend to move together using the asymmetric copulas we find asymmetry in tail dependence between crude oil and heating oil returns and that between crude oil and jet fuel returns interestingly upper tail dependence is significantly greater than the lower tail dependence for the pre crisis period while the result is reversed for the post crisis period finally although our data prefers the nonexchangeable malm copula the asymmetry in the propagation of crisis bubble between crude oil and refined product returns is very weak

optimal currency composition for china s foreign reserves a copula approach this paper investigates the optimal currency composition for a country s foreign reserves in the context of china we examine the asymmetric fat tail and complex dependence structure in distributions of currency returns a skewed fat tailed and pair copula construction is then built to capture features of higher moments in a d vine copula approach we show that under the disappointment aversion effect the central bank in our model can achieve sizeable gains in expected economic value from switching from the mean variance to copula modelling we find that this approach will lead to an optimal currency composition that allows china to have more space for international currency diversification while maintaining the leading position of the us dollar in the currency shares of china s reserves

comovement in international equity markets a sectoral view abstract we investigate shifts in correlation patterns among international equity returns at the market level as well as the industry level we develop a novel bivariate garch model for equity returns with a smoothly time varying correlation and then derive a lagrange multiplier statistic to test the constant correlation hypothesis directly applying the test to weekly data from germany japan the uk and the us in the period 1980 2000 we find that correlations among the german uk and us stock markets have doubled whereas japanese correlations have remained the same both dates of change and speeds of adjustment vary widely across countries and sectors

nonlinear term structure dependence copula functions empirics and risk implications abstract this paper documents nonlinear cross sectional dependence in the term structure of us treasury yields and points out risk management implications the analysis is based on a kalman filter estimation of a two factor affine model which specifies the yield curve dynamics we then apply a broad class of copula functions for modeling dependence in factors spanning the yield curve our sample of monthly yields in the 1982 2001 period provides evidence of upper tail dependence in yield innovations i e large positive interest rate shocks tend to occur under increased dependence in contrast the best fitting copula model coincides with zero lower tail dependence this asymmetry has substantial risk management implications we give an example in estimating bond portfolio loss quantiles and report the biases which result from an application of the normal dependence model

trying to explain home bias in equities and consumption investors hold a substantially larger proportion of their wealth portfolios in domestic assets than standard portfolio theory would suggest a phenomenon called equity home bias in the absence of this bias investors would optimally diversify domestic output risk using foreign equities therefore consumption growth rates would tend to co move across countries even when output growth rates do not empirically however consumption growth rates tend to have a lower correlation across countries than do output growth rates a phenomenon i call consumption home bias in this paper i discuss these two biases and their potential relationship as suggested by the literature

aid policies and growth a nonlinear reassessment the association between foreign aid and growth has been controversial for decades and the evidence is quite mixed with results sensitive to data samples and modelling approaches we reassess the re

is volatility clustering of asset returns asymmetric abstract volatility clustering is a well known stylized feature of financial asset returns this paper investigates asymmetric pattern in volatility clustering by employing a univariate copula approach of chen and fan 2006 using daily realized kernel volatilities constructed from high frequency data from stock and foreign exchange markets we find evidence that volatility clustering is highly nonlinear and strongly asymmetric in that clusters of high volatility occur more often than clusters of low volatility to the best of our knowledge this paper is the first one to address and uncover this phenomenon in particular the asymmetry in volatility clustering is found to be more pronounced in the stock markets than in the foreign exchange markets further the volatility clusters are shown to remain persistent for over a month and asymmetric across different time periods our findings have important implications for risk management a simulation study indicates that models which accommodate asymmetric volatility clustering can significantly improve the out of sample forecasts of value at risk

is economic growth for the birds the environment provides ecosystem services that support human wants economic growth is important for raising human living standards but whether economic growth benefits the environment is unclear research into this relationship has focused on a u shaped association known as the environmental kuznets curve ekc as economies grow environmental quality initially declines but ultimately recovers and improves however environmental quality has been narrowly defined in the research largely neglecting the availability and range of ecosystem services because these services derive from biodiversity we use avian biodiversity as a proxy for environmental quality our results replace the u shaped relationship with a lazy s relationship as economies grow environmental quality initially declines then improves over intermediate growth but ultimately declines at higher growth the ekc hypothesis has been used to forward economic growth as a means for improving environment quality our results call into question policies that rely solely on economic growth for reversing environmental decline

the structure and degree of dependence a quantile regression approach abstract the copula function defines the degree of dependence and the structure of dependence this paper proposes an alternative framework to decompose the dependence using quantile regression we demonstrate that the methodology provides a detailed picture of dependence including asymmetric and non linear relationships in addition changes in the degree or structure of dependence can be modeled and tested for each quantile of the distribution the empirical part applies the framework to three different sets of financial time series and demonstrates substantial differences in dependence patterns among asset classes and through time the analysis of 54 global equity markets shows that detailed information about the structure of dependence is crucial to adequately assess the benefits of diversification in normal times and crisis times

the role of copulas in the housing crisis abstract due to its simplicity and familiarity the gaussian copula is popular in calculating risk in collaterized debt obligations but it imposes asymptotic independence such that extreme events appear to be unrelated this restriction might be innocuous in normal times but during extreme events such as the housing crisis the gaussian copula might be inappropriate this paper explores various copula specifications and finds that the degree to which housing prices are related based on the gaussian copula is too small compared with real housing price data

should investors include commodities in their portfolios after all new evidence abstract this paper investigates whether an investor is made better off by including commodities in a portfolio that consists of traditional asset classes first we revisit the posed question within an in sample setting by employing mean variance and non mean variance spanning tests then we form optimal portfolios by taking into account the higher order moments of the portfolio returns distribution and evaluate their out of sample performance under the in sample setting we find that commodities are beneficial only to non mean variance investors however these benefits are not preserved out of sample our findings challenge the alleged diversification benefits of commodities and are robust across a number of performance evaluation measures utility functions and datasets the results hold even when transaction costs are considered and across various sub periods not surprisingly the only exception appears over the 2005 2008 unprecedented commodity boom period

foreign aid and economic growth an econometric study of bangladesh bangladesh is one of the poorest countries in the world since independence in 1971 bangladesh has received a large inflow of foreign capital from various countries for rapid economic progress bangladesh thus provides a test case for examining the effectiveness of foreign capital in promoting economic growth focussing on the supply side of the economy an econometric model is developed to quantify the effects of foreign aid and its various components on economic growth the model is tested using available time series data on bangladesh from 1972 to 1988 keeping data limitations measurement problems and other econometric problems in mind the empirical results indicate the domestic resources exert a stronger impact on growth than foreign resources foreign resources in its highly aggregative form do not show any significant contribution to growth however its decomposition into various components show that loans are more effective than grants and food aid is more effective than commodity or period

on the dynamic dependence between equity markets commodity futures and economic uncertainty indexes this paper provides a thorough analysis on multiscale dependence schemes between equity markets commodity futures and uncertainty indexes based on decomposed return series we provide an exhausti

causes of sprawl a portrait from space we study the extent to which u s urban development is sprawling and what determines differences in sprawl across space using remote sensing data to track the evolution of land use on a grid of 8 7 billion 30 30 meter cells we measure sprawl as the amount of undeveloped land surrounding an average urban dwelling the extent of sprawl remained roughly unchanged between 1976 and 1992 although it varied dramatically across metropolitan areas ground water availability temperate climate rugged terrain decentralized employment early public transport infrastructure uncertainty about metropolitan growth and unincorporated land in the urban fringe all increase sprawl

the extreme value in crude oil and us dollar markets abstract this study constructs a flexible range based volatility model by considering extreme value information to explore the volatility and dependence structures between the oil price and the us dollar exchange rate an asset allocation strategy is implemented to evaluate the economic value and confirm the efficiency of this model the empirical results indicate that the use of extreme value information can not only enhance the explanatory power of volatility structures but also sort out the asymmetric volatility effect in the oil market besides investors can obtain extra benefits of between 72 and 713 annualized basis points by incorporating extreme value information into their asset allocation strategies less risk averse investors can generate higher benefits the empirical results have potentially important implications for asset allocation and risk management

stockholding behavior of u s households evidence from the 1983 1989 survey of consumer finances most households persistently invest in riskless assets but not stocks and may do so because they perceive information required for market participation to be costly relative to expected benefits in a consumption capital asset pricing model ccapm increased risk aversion income risk and lower resources reduce the information expense sufficient to deter stockholding bivariate probit analysis using the 1983 1989 survey of consumer finances shows that households with lower risk aversion higher education and greater wealth who were nonstockholders in 1983 had an increased conditional probability of entering by 1989 whereas 1983 stockholders with lower resources more limited education and greater risk aversion were more likely to be nonstockholders by 1989

the effects of health aid on child health promotion in developing countries cross country evidence although epidemiological knowledge in relation to child health has improved in the last few decades around 3 million children die each year in developing countries from preventable diseases the international development community views increased immunization coverage for children as an important step in eliminating or reducing these deaths many developing countries have very limited resources to tackle major health problems and have to rely on external finance this article examines the impact of foreign aid devoted to the health sector on child health promotion in developing countries two proxies for child health promotion are used a immunization against measles and b immunization against diphtheria pertussis tetanus dpt a range of model specifications and panel data econometric techniques are applied to data covering the period 1990 to 2005 this article finds a positive and statistically significant link between health aid and the measures of child health promotion

wti crude oil futures in portfolio diversification the time to maturity effect the aim of the paper is to analyze the diversification effect brought by crude oil futures contracts the most liquid commodity futures into a portfolio of stocks the studies that have documented the very low and essentially negative correlations between commodities and equities typically rely on normally distributed returns which is not the case for crude oil futures and stocks indexes moreover the particular time to maturity chosen for the future contract used as an investment vehicle is an important matter that needs to be addressed in presence of forward curves switching between backwardation and contango shapes our goal in this paper is twofold a we introduce copula functions to have a better representation of the dependence structure of oil futures with equity indexes b using this copula representation we are able to analyze in a precise manner the maturity effect in the choice of crude oil future contract with respect to its diversification benefits our finding is that in the case of distant maturities futures e g 18 months the negative correlation effect is more pronounced whether stock prices increase or decrease this property has the merit to avoid the hurdles of a frequent roll over while being quite desirable in the current trendless equity markets empirical evidence is exhibited on a database comprising the nymex wti crude oil futures and s p 500 index over a 15 year time period

the impact of swaps on health aid displacement of domestic health expenditure recent research suggests that an additional 1 of health aid would displace or crowd out nearly the same amount in a recipient government s own health expenditure implementing a sector wide ap

foreign aid and economic growth in cameroon cameroon is classified as a lower middle income country since it became a unified and independent country in 1961 cameroon has received significant amounts of foreign aid most of it from france and the european economic community since the 1960s economic growth in the country has been quite significant between 1965 and 1980 the gross domestic product grew at an average annual rate of 5 1 and at a rate of 2 3 between 1980 and 1990 cameroon seems a good test case for determining the effects of foreign aid on economic growth in developing countries an econometric model based on the neoclassical production function is developed and used to test the relationship between foreign aid and eonomic growth the model is tested using time series datd on the country from 1971 to 1990 the results show that domestic resources have a stronger impact on economic growth in cameroon than foreign resources these results however must be taken with the understanding that the data suffer from measurement probl

reexamining the empirical evidence for an environmental kuznets curve this paper uses an updated and revised panel data set on ambient air pollution in cities worldwide to examine the robustness of the evidence for the existence of an inverted u shaped relationship between national income and pollution we test the sensitivity of the pollution income relationship to functional forms to additional covariates and to changes in the nations cities and years sampled we find that the results are highly sensitive to these changes and conclude that there is little empirical support for an inverted u shaped relationship between several important air pollutants and national income in these data

information markets and the comovement of asset prices traditional asset pricing models predict that covariance between prices of difierent assets should be lower than what we observe in the data this model generates high covariance within a rational expectations framework by introducing markets for information about asset payofis when information is costly rational investors will not buy information about all assets they will learn about a subset because information production has high flxed costs competitive producers charge more for low demand information than for high demand information a price that declines in quantity makes investors want to purchase a common subset of information if investors price many assets using a common subset of information then a shock to one signal is passed on as a common shock to many asset prices these common shocks to asset prices generate excess covariance the cross sectional and time series properties of asset price covariance are consistent with this explanation

the limits of diversification when losses may be large abstract recent results in value at risk analysis show that for extremely heavy tailed risks with unbounded distribution support diversification may increase value at risk and that generally it is difficult to construct an appropriate risk measure for such distributions we further analyze the limitations of diversification for heavy tailed risks we provide additional insight in two ways first we show that similar non diversification results are valid for a large class of risks with bounded support as long as the risks are concentrated on a sufficiently large interval the required length of the support depends on the number of risks available and on the degree of heavy tailedness second we relate the value at risk approach to more general risk frameworks we argue that in markets for risky assets where the number of assets is limited compared with the bounded distribution support of the risks unbounded heavy tailed risks may provide a reasonable approximation we suggest that this type of analysis may have a role in explaining various types of market failures in markets for assets with possibly large negative outcomes

the time variation of risk and return in the foreign exchange and stock markets this paper attempts to determine whether the fluctuations of conditional first and second moments which are observed for many assets are consistent with the sharpelintner mossin capital asset pricing model we test the mean variance model under several different assumptions about the time variation of conditional second moments of returns using weekly data from july 1974 to december 1986 that include returns on a portfolio composed of dollar deutsche mark sterling and swiss franc assets together with the u s stock market the results indicate that estimated conditional variances cannot explain the observed time variation of risk premia rates of return on international financial assets are characterized by statistical properties that are quite common to all financial markets they are highly volatile and largely unpredictable these properties make it very difficult to extract statistically reliable estimates of systematic exchange rate and assetprice movements and are at the root of the generally poor empirical performance of international asset pricing models nevertheless two important results have been uncovered by empirical researchers and can be considered a fair characterization of the data a expected returns on foreign assets vary over time cumby and obstfeld 1981 and the numerous articles that followed recently surveyed by frankel and meese 1987 b the volatility of returns of foreign assets also changes over time cumby and obstfeld 1984 hodrick and srivastava 1984 and hsieh 1988 among others as giovannini and jorion 1987 suggest the

dependence and extreme dependence of crude oil and natural gas prices with applications to risk management abstract in this article we show how the copula garch approach can be appropriately used to investigate the conditional dependence structure between the crude oil and natural gas markets as well as to derive implications for portfolio risk management in extreme economic conditions using daily price data from january 1997 to october 2011 our in sample results show evidence of asymmetric dependence between the two markets the crude oil and gas markets tend to comove closely together during bullish periods but not at all during bearish periods moreover taking the extreme comovement into account leads to an improvement in the accuracy of the out of sample value at risk forecasts

aid growth nexus empirical evidence from fiji foreign aid to the island economies is a major source for foreign exchange and resource needs this paper presents an empirical analysis of the relationship between foreign aid and economic growth in the case of fiji a neoclassical production function is applied to estimate the aid growth nexus since the data employed are time series for the period 1968 to 1996 the autoregressive distributed lag approach to cointegration is utilized to estimate the models components of total aid such as grant aid loan aid technical cooperation bilateral and multilateral aid flows are also utilized to estimate a disaggregated short run and long run relationship between foreign aid and economic growth the results show that total aid flows and its various forms i e bilateral aid grant aid and technical cooperation grant aid has a significant impact on economic growth in fiji as for domestic resources only exports and private investments in two equations show positive contribution to growth

international diversification an extreme value approach abstract international diversification has costs and benefits depending on the degree of asset dependence we study international diversification with two dependence measures correlations and extreme dependence we discover that dependence has typically increased over time and document mixed evidence on heavy tails in individual countries moreover we uncover three additional findings related to dependence first the timing of downside risk differs depending on the region surprisingly recent latin american returns exhibit little downside risk second latin america exhibits a great deal of correlation complexity third according to the empirical results correlation does not vary with returns but extreme dependence does vary monotonically with regional returns our results are consistent with a tradeoff between international diversification and systemic risk they also suggest international limits to diversification and that international investors demand some compensation for joint downside risk during extreme events

contagion as a domino effect in global stock markets this paper shows that stock market contagion occurs as a domino effect where confined local crashes evolve into more widespread crashes using a novel framework based on ordered logit regressions we model the occurrence of local regional and global crashes as a function of their past occurrences and financial variables we find significant evidence that global crashes do not occur abruptly but are preceded by local and regional crashes besides this form of contagion interdependence shows up by the effect of interest rates bond returns and stock market volatility on crash probabilities when it comes to forecasting global crashes our model outperforms a binomial model for global crashes only

international diversification strategies revisited from the risk perspective following roll roll r 1992 industrial structure and comparative behaviour of international stock market indices journal of finance 47 3 42 and heston and rouwenhorst heston s l rouwenhorst g k 1994 does industrial structure explain the benefits of international diversification journal of financial economics 36 3 27 researchers have decomposed stock returns into country and industry components evidence suggests that industry components have become more important in recent years but the reasons for this are unclear existing research concentrated mainly on stock returns in industrial countries in this paper we consider instead the decomposition of stock risks within emerging equity markets we provide a rationale for this procedure and its relationship to return decompositions the results provide new firm specific evidence on the debate over country and industry components their stability over time and the implications for portfolio diversification

the interaction of population growth and environmental quality an important question for policy is whether holding constant per capita income and other relevant factors population pressures have a significant effect upon environmental degradation the authors examine the effect of population pressures upon deforestation in 64 developing countries in an attempt to provide relevant empirical findings data on deforestation were drawn from the food and agriculture organizations production yearbook results suggest that a relationship exists between per capita income and deforestation and that for africa rural population density shifts the relationship upward the increase in the rate of deforestation levels off as income increases the rate of growth in per capita income also has a significant negative impact upon deforestation although the magnitude of the effect is small the authors close in stressing that reducing the rate of population growth is not necessarily the best way to reduce the rate of deforestation deforestation in developing countries is really a problem of market failure since property rights are often neither defined nor enforced there is essentially no private cost of deforestation with no long term stake in the land people have no incentive to use land efficiently this situation must be addressed in conjunction with the problems of poverty and population growth

the copula garch model of conditional dependencies an international stock market application abstract modeling the dependency between stock market returns is a difficult task when returns follow a complicated dynamics when returns are non normal it is often simply impossible to specify the multivariate distribution relating two or more return series in this context we propose a new methodology based on copula functions which consists in estimating first the univariate distributions and then the joining distribution in such a context the dependency parameter can easily be rendered conditional and time varying we apply this methodology to the daily returns of four major stock markets our results suggest that conditional dependency depends on past realizations for european market pairs only for these markets dependency is found to be more widely affected when returns move in the same direction than when they move in opposite directions modeling the dynamics of the dependency parameter also suggests that dependency is higher and more persistent between european stock markets

do food and oil prices co move abstract this paper studies co movements between world oil prices and global prices for corn soybean and wheat using copulas several copula models with different conditional dependence structures and time varying dependence parameters were considered empirical results for weekly data from january 1998 to april 2011 showed weak oil food dependence and no extreme market dependence between oil and food prices these results support the neutrality of agricultural commodity markets to the effects of changes in oil prices and non contagion between the crude oil and agricultural markets however dependence increased significantly in the last three years of the sampling period even though upper tail dependence remained insignificant indicating that food price spikes are not caused by positive extreme oil price changes these results have implications for policy design risk management and hedging strategies

dependence structure between the equity market and the foreign exchange market a copula approach abstract this paper investigates the dependence structure between the equity market and the foreign exchange market by using copulas in particular several copulas with different dependence structure are compared and used to directly model the underlying dependence structure we find that there exists significant symmetric upper and lower tail dependence between the two financial markets and the dependence remains significant but weaker after the launch of the euro our findings have important implications for both global investment risk management and international asset pricing by taking into account joint tail risk

how many stocks make a diversified portfolio we show that a well diversified portfolio of randomly chosen stocks must include at least 30 stocks for a borrowing investor and 40 stocks for a lending investor this contradicts the widely accepted notion that the benefits of diversification are virtually exhausted when a portfolio contains approximately 10 stocks we also contrast our result with the levels of diversification found in studies of individuals portfolios

aid policies and growth the authors of this paper use a new database on foreign aid to examine the relationships among foreign aid economic policies and growth of per capita gdp in panel growth regressions for 56 developing countries and 6 four year periods 1970 93 they find that the policies that have a great effect on growth are those related to fiscal surplus inflation and trade openness they construct an index for those three policies and have that index interact with foreign aid they have instruments for both aid and aid interacting with policies they find that aid has a positive impact on growth in developing countries with good fiscal monetary and trade policies in the presence of poor policies aid has no positive effect on growth this result is robust in a variety of specifications which include or exclude middle income countries include or exclude outliers and treat policies as exogenous or endogenous they examine the determinants of policy and find no evidence that aid has systematically affected policies either for good or for ill they estimate an aid allocation equation and show that any tendency for aid to reward good policies has been overwhelmed by donors pursuit of their own strategic interests in a counterfactual they reallocate aid reduce the role of donor interests and increasing the importance of policy such a reallocation would have a large positive effect on developing countries growth rates

does aid affect inequality we show that there was a negative correlation between pro poor aid and inequality in the period before the mid 2000s this article provides an explanation for this observed relationship using pane

commodity and equity markets some stylized facts from a copula approach abstract in this paper we propose to identify the dependence structure that exists between returns on equity and commodity futures and its development over the past 20 years the key point is that we do not impose any dependence structure but let the data select it to do so we model the dependence between commodity metal agriculture and energy and stock markets using a flexible approach that allows us to investigate whether the co movement is i symmetrical and frequent ii a symmetrical and mostly present during extreme events and iii asymmetrical and mostly present during extreme events we also allow for this dependence to be time varying from january 1990 to february 2012 our analysis uncovers three major stylised facts first we find that the dependence between commodity and stock markets is time varying symmetrical and occurs most of the time as opposed to mostly during extreme events second not allowing for time varying parameters in the dependence distribution generates a bias towards an evidence of tail dependence similarly considering only tail dependence may lead to false evidence of asymmetry third a growing co movement between industrial metals and equity markets is identified as early as 2003 this co movement spreads to all commodity classes and becomes unambiguously stronger with the global financial crisis after fall 2008

empirics of health aid education and infant mortality a semiparametric study the present article uses semiparametric regression to capture the impact of foreign aid given for health purposes on the infant mortality rate imr of poor developing countries after controlling for other covariates we also investigate whether education general awareness helps lower imr directly or helps improve effectiveness of health aid in reducing imr in addition the study investigates whether various disaggregated components of health aid for example aid that goes for infectious disease control or nutrition help lower imr we find that although adult education awareness always lowers imr the overall effect of health aid remains insignificant our conclusion is robust to various disaggregated components of health aid as well we also check if health aid has improved prenatal care for expecting mothers but our conclusion regarding the overall ineffectiveness of aid remains unchanged interestingly we find that total health aid as well as nutrition aid may lower imr only after education ex

portfolio management with tail dependence abstractmany publications that treated with portfolio management were devastating for all asset allocation models in the context of portfolios the elimination of extreme events asymmetric or ta

on the dynamic links between commodities and islamic equity abstract this paper investigates whether commodities offer potential diversification benefits for islamic equity index investors in light of possible financialization of commodity markets using mgarch dcc and wavelet coherence analyses our findings reveal that correlations between commodity markets and the dow jones islamic market world index are time varying and highly volatile throughout the january 1999 april 2015 period a substantial and persistent increase was observed in the return correlations between commodities and islamic equity at the onset of the 2008 financial crisis however trends in the recent two years suggest that this association is heading towards its pre crisis levels offering again diversification benefits for islamic equity holders these benefits vary across different commodities in various time scales overall gold natural gas soft commodities grains and livestock are better portfolio diversifiers than oil and other metals relative to medium to long term investors short term investors less than 32 days horizon gained better diversification benefits in most commodities during bullish bearish and market recovery periods these findings have implications for investors who are heterogeneous in risk tolerance and time preference as well as for policymakers who are concerned with market stability

a currency preferential approach to international equity investment we propose a timex strategy for reducing the foreign exchange risk associated with international equity investment pertaining to countries with currencies correctly or undervalued by the standard of ppp the performance of timex is examined from the perspectives of eight developed nations with long histories of free floating currencies based on the data from 1986 q1 to 2014 q4 we find unambiguous evidence for the superior performance of timex in the foreign exchange market compared with the passive diversification strategy and the morgan stanley capital international msci world index timex offers higher total returns and risk adjusted total returns when rebalanced every 6 or 12 months for investors based in all eight countries under study when rebalanced at a 3 year interval timex outperforms the passive diversification and the msci world index for five and all eight countries respectively

when does the stock market listen to economic news new evidence from copulas and news wires we study association between macroeconomic news and stock market returns using the statistical theory of copulas and a new comprehensive measure of news based on textual review and classification of news wires we find the impact of economic news on equity returns to be nonlinear and asymmetric in particular controlling for economic conditions and surprises associated with releases of economic data we find that the market reacts strongly and negatively to the most unfavourable macroeconomic news but appears to largely discount the good news further the most unfavorable news creates price drift and we document that selling stocks short in the wake of unusually bad news yields annual abnormal gross returns greater than four percent

the impact of international price shocks on china s nonferrous metal companies a case study of copper copper is one of the most important nonferrous metals for modern society which should be utilized in a sustainable way because of its non renewable nature this paper addresses the relationship between price shocks from the international copper market and china s listed copper companies international copper market price shocks are disentangled into supply shocks aggregate demand shocks and specific demand shocks using the structural vector autoregression method then the asymmetric impact of those shocks on the stock prices of china s listed copper companies is examined the results indicate that demand shocks are the dominant factor influencing copper price fluctuations with their impact on stock prices being significantly higher than those of supply shocks in the long run supply shocks and demand shocks both have significant asymmetric impacts on stock prices while in the short run specific demand shocks have an asymmetric impact on stock prices

uncertainty and crude oil returns we use a copula approach to investigate the effect of uncertainty on crude oil returns using copulas to construct multivariate distributions of time series data permit the calculation of the dependence structure between the series independently of the marginal distributions further we implement the copula estimation using a rolling window method to allow for a time varying effect of equity and economic policy uncertainty on oil returns the results show that higher uncertainty as measured by equity and economic policy uncertainty indices significantly increase crude oil returns only during certain periods of time that is we find a positive dependence prior to the financial crisis and great recession interestingly estimation of the copula over the entire sample period leads to a negative dependence between the equity and economic policy indices and the crude oil return

extreme dependence with asymmetric thresholds evidence for the european monetary union abstract existing papers on extreme dependence use symmetrical thresholds to define simultaneous stock market booms or crashes such as the joint occurrence of the upper or lower one percent return quantile in both stock markets we show that the probability of the joint occurrence of extreme stock returns may be higher for asymmetric thresholds than for symmetric thresholds we propose a non parametric measure of extreme dependence which allows capturing extreme events for different thresholds and can be used to compute different types of extreme dependence we find that extreme dependence among the stock markets of ten initial emu member countries the united kingdom and the united states is largely asymmetrical in the pre emu period 1989 1998 and largely symmetrical in the emu period 1999 2010 our findings suggest that ignoring the possibility of asymmetric extreme dependence may lead to an underestimation of the probability of co booms and co crashes

household portfolio diversification a case for rank dependent preferences the proliferation of novel preference theories in financial economics is hampered by a lack of non experimental evidence and by the theories additional complexity which has not been shown to be critical in applications in this article i present arguments in support of preferences with rank dependency using the survey of consumer finances data i document two widespread patterns inconsistent with expected utility i many households simultaneously invest in well deversified funds and in poorly diversified portfolios of stocks and ii some households with substantial savings do not invest anything in equities i show that portfolio choice models with rank dependent preferences plausibly parameterized and under fully rational assumptions are quantitatively consistent with the observed diversification these results call for further efforts to integrate the models of rank dependent preferences in portfolio theory and asset pricing the decision theoretic literature has long acknowledged the shortcomings of the expected utility theory of von neumann and morgenstern 1944 several generalizations of the theory are inspired by the experimental evidence and aimed at improving its descriptive accuracy however there are few applications of new models of preferences in finance and expected utility continues to dominate the field 1 two principal hurdles slow the proliferation of novel preferences in financial economics first the lack of empirical non experimental or field data confirming that the behavior motivating non expected utilities is widespread outside the laboratory settings second the additional and often significant complexity of the alternative preferences which has not been shown to be critical in applications where the models based on expected utility fall short of reasonable predictions this article presents empirical and theoretical this paper was previously circulated under the title household portfolio diversification the paper has benefited from the comments of shlomo benartzi luca benzoni markus brunnermeier john dickhaut maria perozek raj singh hersh shefrin and workshop participants at minnesota finance bag lunch 2003 wharton conference household financial decision making and portfolio choice and 2003 summer meetings of econometric society i would like to thank cam harvey the editor and an anonymous referee for many helpful comments and suggestions a special thanks to jack kareken for comments and editorial help on an earlier draft i am grateful to donna zerwitz for editorial assistance the views expressed herein are those of the author and not necessarily of the federal reserve bank of minneapolis or the federal reserve system all errors and omissions are the sole responsibility of the author address correspondence to valery polkovnichenko finance 3 122 csom 319 19 th

dependence structure and risk measure understanding the relationships among multivariate assets would help one greatly about how best to position one s investments and enhance one s financial risk protection we present a new method to model parametrically the dependence structure of stock index returns through a continuous distribution function which links an n dimensional density to its one dimensional margins the resulting multivariate model could be used in a wide range of financial applications focusing on risk management we show that a misspecification of the dependence structure introduces on average an error in value at risk estimates

co dependence of extreme events in high frequency fx returns in this paper we investigate extreme events in high frequency multivariate fx returns within a purposely built framework we generalize univariate tests and concepts to multidimensional settings and employ these novel techniques for parametric and nonparametric analysis in particular we investigate and quantify the co dependence of cross sectional and intertemporal extreme events we find evidence of the cubic law of extreme returns their increasing and asymmetric dependence and of the scaling property of extreme risk in joint symmetric tails

ratings shopping and asset complexity a theory of ratings inflation abstract many identify inflated credit ratings as one contributor to the recent financial market turmoil we develop an equilibrium model of the market for ratings and use it to examine possible origins of and cures for ratings inflation in the model asset issuers can shop for ratings observe multiple ratings and disclose only the most favorable before auctioning their assets when assets are simple agencies ratings are similar and the incentive to ratings shop is low when assets are sufficiently complex ratings differ enough that an incentive to shop emerges thus an increase in the complexity of recently issued securities could create a systematic bias in disclosed ratings despite the fact that each ratings agency produces an unbiased estimate of the asset s true quality increasing competition among agencies would only worsen this problem switching to an investor initiated ratings system alleviates the bias but could collapse the market for information

the anarchy of numbers aid development and cross country empirics the recent literature contains many stories of how foreign aid affects economic growth aid raises growth in countries with good policies or with difficult economic environments or outside the tropics or on average but with diminishing returns the diversity of the results suggests that many are fragile seven important aid growth papers are tested for robustness using 14 minimally arbitrary tests deriving mainly from differences among the studies themselves this approach investigates the importance of potentially arbitrary specification choices while minimizing the arbitrariness in testing choices all of the results appear fragile especially to sample expansion

aid policies and growth comment in an extraordinarily influential paper craig burnside and david dollar 2000 p 847 find that aid has a positive impact on growth in developing countries with good fiscal monetary and trade policies but has little effect in the presence of poor policies this finding has enormous policy implications the burnside and dollar 2000 henceforth bd result provides a role and strategy for foreign aid if aid stimulates growth only in countries with good policies this suggests that 1 aid can promote economic growth and 2 it is crucial that foreign aid be distributed selectively to countries that have adopted sound policies international aid agencies public policy makers and the press quickly recognized the importance of the bd findings this paper reassesses the links between aid policy and growth using more data the bd data end in 1993 we reconstruct the bd database from original sources and thus 1 add additional countries and observations to the bd data set because new information has become available since they conducted their analyses and 2 extend the data through 1997 thus using the bd methodology we reexamine whether aid influences growth in the presence of good policies given our focus on retesting bd we do not summarize the vast pre bd literature on aid and growth we just note that there was a long and inconclusive literature that was hampered by limited data availability debates about the mechanisms through which aid would affect growth and disagreements over econometric specification see gustav f papanek 1972 robert cassen 1986 paul mosley et al 1987 peter boone 1994 1996 and henrik hansen and finn tarp s 2000 review since bd found that aid boosts growth in good policy environments there have been a number of other papers reacting to their results including paul collier and jan dehn 2001 carljohan dalgaard and hansen 2001 patrick guillaumont and lisa chauvet 2001 hansen and tarp 2001 robert lensink and howard white 2001 and collier and dollar 2002 these papers conduct useful variations and extensions some of which had already figured in the pre bd literature such as introducing additional control variables using nonlinear specifications etc some of these papers confirm the message that aid only works in a good policy environment while others drive out the aid policy interaction term with other variables this literature has the usual limitations of choosing a specification without clear guidance from theory which often means there are more plausible specifications than there are data points in the sample we differentiate our paper from these others by not deviating from the bd specification thus we do not test the robustness of the results to an unlimited number of variations but instead maintain the bd methodology this paper conducts a very simple robustness check by adding new data that were unavailable to bd thus we expand the sample used over their time period and extend the data from 1993 to 1997 easterly department of economics new york university 269 mercer street new york ny 10003 center for global development and national bureau of economic research e mail william easterly nyu edu levine department of finance carlson school of management university of minnesota 321 19th avenue south minneapolis mn 55455 and national bureau of economic research e mail rlevine csom umn edu roodman center for global development 1776 massachusetts avenue nw washington dc 20036 e mail droodman cgdev org we are grateful to craig burnside for supplying data and assisting in the reconstruction of previous results without holding him responsible in any way for the work in this paper thanks also to francis ng and prarthna dayal for generous assistance with updating the sachs warner openness variable and to three anonymous referees craig burnside and henrik hansen for helpful comments 1 see for instance the world bank 1994 2001 2002 the u k department for international development 2000 president george w bush s speech march 16 2002 the announcement by the white house on creating the millennium challenge corporation white house 2002 as well as a washington post editorial february 9 2002 a financial times column by alan beattie march 11 2002 and the economist march 16 2002

crisis and risk dependencies abstract the knowledge of the multivariate stochastic dependence between the returns of asset classes is of importance for many finance applications such as asset allocation or risk management by means of goodness of fit tests we analyze for a multitude of portfolios consisting of different asset classes whether the stochastic dependence between the portfolios constituents can be adequately described by multivariate versions of some standard parametric copula functions furthermore we test whether the stochastic dependence between the returns of different asset classes has changed during the recent financial crisis the main findings are first whether a specific copula assumption can be rejected or not crucially depends on the asset class and the time period considered second different goodness of fit tests for copulas can yield very different results and these differences can vary for different asset classes and for different tested copulas third even when using various goodness of fit tests for copulas it is not always possible to differentiate between various copula assumptions fourth during the financial crisis copula assumptions are more frequently rejected however the results also raise some concerns over the suitability of goodness of fit tests for copulas as a diagnostic tool for identifying stressed risk dependencies

aid fragmentation or aid pluralism the effect of multiple donors on child survival in developing countries 1990 2010 while most policy makers and researchers stress the negative impact of aid fragmentation on development outcomes in recipient countries we argue that the greater diversity of perspectives entailed by higher multiplicity of donors can help select better policies we hypothesize a u shaped relationship countries with a moderate number of donors fare better than countries with either few or many donors the hypothesis is supported by a generalized method of moments gmm analysis of the relationship between health aid donors and child survival in 110 low and middle income countries during 1990 2010

risk spillover between energy and agricultural commodity markets a dependence switching covar copula model abstract unlike previous studies we employ a relatively newer modelling technique a time varying copula with a switching dependence to characterise the conditional dependence between energy and agricultural commodity markets in a more realistic way because the dependence may switch between positive and negative correlation regimes over time a dependence switching copula more appropriately and realistically captures a dependence structure than a single copula regime our findings indicate that the lower tail dependence is much stronger in a bearish regime than in a bullish regime highlighting the importance of systematic risk spillovers during extreme downward movements furthermore the significant risk spillovers from energy to agricultural commodities are verified by measuring the conditional value at risk covar and delta covar finally some useful implications are summarized for investors portfolios and risk avoidance

international diversification a copula approach abstract the viability of international diversification involves balancing benefits and costs this balance hinges on the degree of asset dependence in light of theoretical research linking diversification and dependence we examine international diversification using two measures of dependence correlations and copulas we document several findings first dependence has increased over time second we find evidence of asymmetric dependence or downside risk in latin america but less in the g5 the results indicate very little downside risk in east asia third east asian and latin american returns exhibit some correlation complexity interestingly the regions with maximal dependence or worst diversification do not command large returns our results suggest international limits to diversification they are also consistent with a possible tradeoff between international diversification and systemic risk

downside and upside risk spillovers between exchange rates and stock prices abstract we examined downside and upside risk spillovers from exchange rates to stock prices and vice versa for a set of emerging economies we characterized the dependence structure between currency and stock returns using copulas and computed downside and upside value at risk and conditional value at risk we documented a positive relationship between stock prices and currency values in emerging economies with respect to the us dollar and the euro with downside and upside spillover risk effects transmitted both ways finally we also documented asymmetries in upside and downside risk spillovers and asymmetric differences in the size of risk spillovers when the domestic currency values against the us dollar and the euro our results consistent with flight to quality phenomena have implications for downside and upside risk management of international investor portfolios in emerging markets

how do crude oil prices co move a copula approach abstract this paper examines the dependence structure between crude oil benchmark prices using copulas by considering several copula models with different conditional dependence structures and time varying dependence parameters we find evidence of significant symmetric upper and lower tail dependence between crude oil prices these findings suggest that crude oil prices are linked with the same intensity during bull and bear markets thus supporting the hypothesis that the oil market is one great pool in contrast with the hypothesis that states that the oil market is regionalized our findings on crude oil price co movements also have implications for risk management hedging strategies and asset pricing

the long run effect of aid on health evidence from panel cointegration analysis abstractalthough a major objective of aid donors is to improve health outcomes in recipient countries there is relatively little research on whether aid to the health sector leads to improved heal

all their eggs in one basket portfolio diversification of us households abstract this paper uses data from the survey of consumer finances to assess how well mean variance efficiency describes the portfolio diversification of us households it does not seem to work well the median stockholder owns a single publicly traded stock often in the company where he works looking at a sample of high income households who accounted for one third of all publicly traded stock the median holding is only ten stocks indirect stock ownership through mutual funds defined contribution pension plans ira s and trust funds is shown to have little power in explaining this poor diversification

the dark side of global integration increasing tail dependence abstract we measure stock market coexceedances using the methodology of cappiello gerard and manganelli 2005 ecb working paper 501 this method enables us to measure comovement at each point of the return distribution first we construct annual coexceedance probabilities for both lower and upper tail return quantiles using daily data from 1974 2006 next we explain these probabilities in a panel gravity model framework results show that macroeconomic variables asymmetrically impact stock market comovement across the return distribution financial liberalization significantly increases left tail comovement whereas trade integration significantly increases comovement across all quantiles decreasing exchange rate volatility results in increasing lower tail comovement the introduction of the euro increases comovement across the entire return distribution thereby significantly reducing the benefits of portfolio diversification within the euro area

a revisit to the dependence structure between the stock and foreign exchange markets a dependence switching copula approach abstract this paper develops a dependence switching copula model to examine dependence and tail dependence for four different market statuses namely rising stocks appreciating currency falling stocks depreciating currency rising stocks depreciating currency and falling stocks appreciating currency the model is then applied to daily stock returns and exchange rate changes for six major industrial countries over the 1990 2010 period the dependence and tail dependence among the above four market statuses are asymmetric for most countries in the negative correlation regime but symmetric in the positive correlation regime these results enrich the findings in the existing literature and suggest that analyzing cross market linkages within a time invariant copula framework may not be appropriate

why do markets move together an investigation of u s japan stock return comovements this article explores the fundamental factors that affect cross country stock return correlations using transactions data from 1988 to 1992 we construct overnight and intraday returns for a portfolio of japanese stocks using their nyse traded american depository receipts adrs and a matched sample portfolio of u s stocks we find that u s macroeconomic announcements shocks to the yen dollar foreign exchange rate and treasury bill returns and industry effects have no measurable influence on u s and japanese return correlations however large shocks to broadbased market indices nikkei stock average and standard and poor s 500 stock index positively impact both the magnitude and persistence of the return correlations stock return cross country covariances play a key role in international finance changes in these covariances affect the volatility of portfolios and asset prices as these covariances increase one expects that a fewer domestic risks are internationally diversifiable so portfolio volatility increases b the risk premium on the world market portfolio increases 1 c the cost of capital increases for individual firms and d the domestic version of the capm becomes increasingly inadequate 2 despite the important economic consequences of changes in cross country covariances the determinants of the levels and dynamics of these covariances have been little studied from an academic

aid and growth regressions this paper examines the relationship between foreign aid and growth in real gdp per capita as it emerges from simple augmentations of popular cross country growth specifications it is shown that aid in all likelihood increases the growth rate and this result is not conditional on good policy there are however decreasing returns to aid and the estimated effectiveness of aid is highly sensitive to the choice of estimator and the set of control variables when investment and human capital are controlled for no positive effect of aid is found yet aid continues to impact on growth via investment we conclude by stressing the need for more theoretical work before this kind of cross country regressions are used for policy purposes

securitisation and financial stability a widespread opinion before the credit crisis of 2007 8 was that securitisation enhances financial stability by dispersing credit risk after the credit crisis securitisation was blamed for allowing the hot potato of bad loans to be passed to unsuspecting investors both views miss the endogeneity of credit supply securitisation enables credit expansion through higher leverage of the financial system as a whole securitisation by itself may not enhance financial stability if the imperative to expand assets drives down lending standards the hot potato of bad loans sits in the financial system on the balance sheets of large banks rather than being sold on to final investors since the aim of financial intermediaries is to expand lending in order to utilise slack in balance sheet capacity

non gaussian diversification when size matters abstract classical portfolio theory informs investors that they should have a large number of assets in their portfolios in order to diversify risk we show that the non gaussian features of stock return distribution may not allow for this risk protection in times of crisis moreover we demonstrate empirically that if investors are risk averse and consider higher order moments they have numerous incentives not to diversify their portfolios fully this is caused by the evolution of both large losses and asymmetry of returns when the numbers of assets in a portfolio change