on the impacts of oil price fluctuations on european equity markets volatility spillover and hedging effectiveness the objective of this paper is to investigate the volatility spillovers between oil and stock markets in europe as not all industries are expected to be equally affected by oil price changes we conduct our study at both the aggregate as well as sector levels empirically we make use of a recently developed var garch approach which allows for transmissions in volatilities in addition we analyze the optimal weights and hedge ratios for oil stock portfolio holdings based on our results on the whole our findings show significant volatility spillovers between oil price and sector stock returns and suggest that a better understanding of those links is crucial for portfolio management in the presence of oil price risk

structural breaks dynamic correlations asymmetric volatility transmission and hedging strategies for petroleum prices and usd exchange rate abstract this paper investigates the influence of structural changes on the asymmetry of volatility spillovers asset allocation and portfolio diversification between the usd euro exchange market and each of six major spot petroleum markets including wti europe brent kerosene gasoline and propane using the bivariate dcc egarch model with and without structural change dummies the results provide evidence of significant asymmetric volatility spillovers between the u s dollar exchange rate and the petroleum markets moreover the model with the structural breaks reduces the degree of volatility persistence and leads to more appropriate hedging and asset allocation strategies for all pairs considered thus the findings have important implications for financial risk management

inferring future volatility from the information in implied volatility in eurodollar options a new approach we study the information content of implied volatility from several volatility specifications of the heath jarrow morton 1992 hjm models relative to popular historical volatility models in the eurodollar options market the implied volatility from the hjm models explains much of the variation of realized interest rate volatility over both daily and monthly horizons the implied volatility dominates the garch terms the glosten et al 1993 type asymmetric volatility terms and the interest rate level however it cannot explain that the impact of interest rate shocks on the volatility is lower when interest rates are low than when they are high article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

a combinatorial optimization approach to nonmarket environmental benefit aggregation via simulated populations this paper considers the use of a combinatorial optimization technique in the aggregation of environmental benefit values combinatorial optimization is used to statistically match population census data to a contingent valuation survey the matched survey and census information is then used to produce regional and national total willingness to pay figures these figures are then compared to figures derived using more standard approaches to calculating aggregate environment benefit values the choice of aggregation approach is shown to have a major impact upon estimates of total benefits at a regional level especially when the target population displays considerable heterogeneity across space

volatility spillovers between oil prices and stock sector returns implications for portfolio management abstract in this article we take a recent generalized var garch approach to examine the extent of volatility transmission between oil and stock markets in europe and the united states at the sector level the empirical model is advantageous in that it typically allows simultaneous shock transmission in the conditional returns and volatilities insofar as volatility transmission across oil and stock sector markets is a crucial element for portfolio designs and risk management we also analyze the optimal weights and hedge ratios for oil stock portfolio holdings with respect to the results our findings point to the existence of significant volatility spillover between oil and sector stock returns however the spillover is usually unidirectional from oil markets to stock markets in europe but bidirectional in the united states our back testing procedures finally suggest that taking the cross market volatility spillovers estimated from the var garch models often leads to diversification benefits and hedging effectiveness better than those of commonly used multivariate volatility models such as the ccc garch of bollerslev 1990 the diagonal bekk garch of engle and kroner 1995 and the dcc garch of engle 2002

multivariate term structure models with level and heteroskedasticity effects abstract the paper introduces and estimates a multivariate level garch model for the long rate and the term structure spread where the conditional volatility is proportional to the th power of the variable itself level effects and the conditional covariance matrix evolves according to a multivariate garch process heteroskedasticity effects the long rate variance exhibits heteroskedasticity effects and level effects in accordance with the square root model the spread variance exhibits heteroskedasticity effects but no level effects the level garch model is preferred above the garch model and the level model garch effects are more important than level effects the results are robust to the maturity of the interest rates

bivariate garch estimation of the optimal commodity futures hedge six different commodities are examined using daily data over two futures contract periods cash and futures prices for all six commodities are found to be well described as martingales with near integrated garch innovations bivariate garch models of cash and futures prices are estimated for the same six commodities the optimal hedge ratio ohr is then calculated as a ratio of the conditional covariance between cash and futures to the conditional variance of futures the estimated ohrs reveal that the standard assumption of a time invariant ohr is inappropriate for each commodity the estimated ohr path appears non stationary which has important implications for hedging strategies

the aggregation of environmental benefit values welfare measures distance decay and total wtp abstract we review the literature regarding the aggregation of benefit value estimates for non market goods two case studies are presented through which we develop an approach to aggregation which applies the spatial analytic capabilities of a geographical information system to combine geo referenced physical census and survey data to estimate a spatially sensitive valuation function these case studies show that the common reliance upon political rather than economic jurisdictions and the use of sample mean values within the aggregation process are liable to lead to significant errors in resultant values we also highlight the fact that for resources with use values then we should expect overall values to reduce with increasing distance from such sites but that changes in the choice of welfare measure will determine whether such distance decay is to be expected within values stated by those who are presently non users the paper concludes by providing recommendations for future improvements to the methodology

behaviour preferences and cities urban theory and urban resurgence summary the resurgence of big old cities and their regions is real but it is merely a part of a broader pattern of urban change in the developed countries whose broadest tendency is urban emergence including suburbanisation and movements of population to certain sunbelt regions the problem is that it is difficult to accommodate explanation of both resurgence and emergence using the main explanations in the field today these include theories of the knowledge or creative economy urban amenities diversity and tolerance and urban beauty in most of their common specifications they do well for either resurgent or emergent cities but not for both at the same time this suggests that these ideas interesting as they are require much greater specification and in some cases overhaul in order to offer satisfactory responses to the diversity of patterns of urban growth by examining some of these deficiencies we conclude that urban theory needs a better understanding of urban choice behaviours and especially the effects of bundling the limits to preference substitutions and the relationship between past and present preferences in order to become fully effective in explaining urban resurgence and urban emergence when these aspects of choice and preference are better integrated into urban theory then the exogenous causes of urbanisation can be made more endogenous and in addition they can be applied better to both emergence and resurgence urban research can by so doing also potentially become more policy relevant

modeling oil price us stock nexus a varma bekk agarch approach abstract this study adds to the existing literature on oil price us stock nexus in three ways first it employs the varma agarch model developed by mcaleer et al 2009 within the context of bekk framework using west texas intermediate wti and brent as proxies for oil market and s p stocks as a proxy for us stock market secondly it modifies the model to include endogenously determined structural break using the general structure for analyzing breaks with unit roots in perron 2006 third it uses the adopted model to compute optimal portfolio weight and hedge ratios between oil price and us stocks using different sample data based on the break date on average our empirical evidence suggests a significant positive return spillover from us stock market to oil market and bi directional shock spillovers between the two markets in addition there is significant own asymmetric shock effect in both markets while volatility spillover from oil market to stock market became pronounced after the break which coincides with the period of global economic slowdown similarly the results of portfolio management differ across the sample data more importantly we find that ignoring structural break when it exists may exaggerate hedging effectiveness

european natural gas seasonal effects on futures hedging abstract this paper is the first to discuss the design of futures hedging strategies in european natural gas markets nbp ttf and zeebrugge a common feature of energy prices is that conditional mean and volatility are driven by seasonal trends due to weather demand and storage level seasonalities this paper follows and extends the ederington and salas 2008 framework and considers seasonalities in mean and volatility when minimum variance hedge ratios are computed our results show that hedging effectiveness is much higher when the seasonal pattern in spot price changes is approximated with lagged values of the basis futures price minus spot price this fact remains true for short a week and long one three and six months hedging periods furthermore volatility of weekly price changes also has a seasonal pattern and is higher in winter than in summer a simple volatility seasonal model that is based on sinusoidal functions on the basis improves the risk reduction obtained by strategies in which hedging ratios are estimated with linear regressions seasonal hedging strategies linear regression based strategies or even a naive position perform better than more sophisticated statistical methods

hedging with futures does anything beat the naive hedging strategy this paper investigates out of sample performance of the naive hedging strategy relative to that of the minimum variance hedging strategy in which the covariance parameters are estimated from 18 e

structural breaks dynamic correlations and hedge and safe havens for stock and foreign exchange markets in greater china this study investigates the dynamic relationship and hedging strategy between stock and foreign exchange markets in greater china for the period 22 july 2005 to 30 november 2015 using the dcc garch model with and without structural breaks the results provide strong evidence of negative time varying correlations between these two markets in greater china consistent with the stock oriented models of exchange rates moreover adding structural breaks reduces the degree of volatility persistence for all considered markets and can provide more accurate hedge and safe haven properties of the us dollar against greater china stock markets the findings have several important implications for portfolio risk managers international investors and policymakers

analyzing and forecasting volatility spillovers asymmetries and hedging in major oil markets crude oil price volatility has been analyzed extensively for organized spot forward and futures markets for well over a decade and is crucial for forecasting volatility and value at risk var there are four major benchmarks in the international oil market namely west texas intermediate usa brent north sea dubai oman middle east and tapis asia pacific which are likely to be highly correlated this paper analyses the volatility spillover and asymmetric effects across and within the four markets using three multivariate garch models namely the constant conditional correlation ccc vector arma garch varma garch and vector arma asymmetric garch varma agarch models a rolling window approach is used to forecast the 1 day ahead conditional correlations the paper presents evidence of volatility spillovers and asymmetric effects on the conditional variances for most pairs of series in addition the forecast conditional correlations between pairs of crude oil returns have both positive and negative trends moreover the optimal hedge ratios and optimal portfolio weights of crude oil across different assets and market portfolios are evaluated in order to provide important policy implications for risk management in crude oil markets

the asymmetric effects of uncertainty on inflation and output growth we study the effects of growth volatility and inflation volatility on average rates of output growth and inflation for post war us data our results suggest that increased growth uncertainty is associated with significantly lower average growth while higher inflation uncertainty is significantly negatively correlated with lower output growth and lower average inflation both inflation and growth display evidence of significant asymmetric response to positive and negative shocks of equal magnitude copyright 2004 john wiley sons ltd

asymmetric predictability of conditional variances we show that there is an asymmetry in the predictability of the volatilities of large versus small firms using both univariate and multivariate arma garch m parameterizations we find that volatility surprises to large market value firms are important to the future dynamics of their own returns as well as the returns of smaller firms conversely however shocks to smaller firms have no impact on the behavior of either the mean or the variance of the returns of larger capitalization companies article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

stock prices and volume the authors undertake a comprehensive investigation of price and volume co movement using daily new york stock exchange data from 1928 to 1987 they adjust the data to take into account well known calendar effects and long run trends to describe the process they use a seminonparametric estimate of the joint density of current price change and volume conditional on past price changes and volume four empirical regularities are found 1 positive correlation between conditional volatility and volume 2 large price movements are followed by high volume 3 conditioning on lagged volume substantially attenuates the leverage effect and 4 after conditioning on lagged volume there is a positive risk return relation article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

the spatial evolution of the british automobile industry does location matter this article aims to describe and explain the spatial evolution of the automobile sector in great britain from an evolutionary perspective this analysis is based on a unique database of all entries and exits in this sector during the period 1895 1968 collected by the authors cox regressions show that spinoff dynamics agglomeration economies and time of entry have had a significant effect on the survival rate of automobile firms during the period 1895 1968

temporal aggregation of univariate and multivariate time series models a survey abstract we present a unified and up to date overview of temporal aggregation techniques for univariate and multivariate time series models explaining in detail although intuitively the technical machinery behind the results some empirical applications illustrate the main issues

disagreements spinoffs and the evolution of detroit as the capital of the u s automobile industry the agglomeration of the automobile industry around detroit michigan is explained using a theory in which disagreements lead employees of incumbent firms to found spinoffs in the same industry predictions of the theory concerning entry and firm survival are tested using data on the origin location and years of production of every entrant into the industry from 1895 to 1966 the geographic concentration of the industry is attributed to four early successful entrants and the many successful spinoffs they spawned in the detroit area and not to conventional agglomeration economies benefiting co located firms as featured in modern theories of agglomeration implications of the findings regarding firm strategy are discussed

a wavelet analysis of mean and volatility spillovers between oil and brics stock markets this paper investigates the spillover effects of volatility and shocks between oil prices and the brics stock markets using multivariate approach and wavelet analysis at different time horizons hence we combine a multivariate arma garch model and wavelet multiresolution analysis to study this phenomenon a bivariate arma 1 1 garch 1 1 cdcc student t model was joined with modwt filter to capture a broad range of possible spillover effects in mean and variances of level prices at various time horizons generally empirical results provide strong evidence of time varying volatility in all markets under study however our proposed approach shows that oil price and stock market prices are directly affected by their own news and volatilities and indirectly affected by the volatilities of other prices and wavelet scale the results show also that mean and volatility spillover effects was decomposed into many sub spillovers on different time scales according to heterogeneous investors and market participants the practical implications of this study are critical innovative and useful for the local and international investors and also for the portfolio managers they can utilize this study to formulate the optimal oil bricks stock portfolios as well as lead to more accurate predictions of volatility spillovers patterns also in developing their hedging strategies

exogenous shocks dynamic correlations and portfolio risk management for the asian emerging and other global developed and emerging stock markets this study examines the potential influence of exogenous shocks on time varying correlations and portfolio strategies between the asian emerging and other global stock markets including developed a

residential amenities firm location and economic development amenities are regarded as increasingly important to the location decisions of certain types of firm yet they are often ignored in economic development research because of the assumption that they attract only workers and that this workforce in turn attracts firms this paper argues for a reduced form model of the impact of amenities on corporate location when testing such a model at the intra metropolitan scale it will be necessary to measure amenities not only at the potential worksite but also where employees are likely to live this paper tests such a firm location model using a sample of municipalities in northern new jersey results support the hypothesis that firms evaluate certain amenities with respect to the likely residential locations of their employees

the pricing of systematic liquidity risk empirical evidence from the us stock market abstract in this study we examine whether aggregate market liquidity risk is priced in the us stock market we define a bivariate garch 1 1 in mean specification for the market portfolio excess returns and the changes in the standardized number of shares in the s p 500 index the aggregate market liquidity proxy the findings based on monthly data suggest that systematic liquidity risk is priced in the us over the period january 1973 december 1997 the liquidity premium represents a non negligible negative and time varying component of the total market risk premium whose magnitude is not influenced by the october 87 crash

on the volatility and comovement of u s financial markets around macroeconomic news announcements the objective of this paper is to provide a deeper insight into the links between financial markets and the real economy to that end we study the short term anticipation and response of u s stock treasury and corporate bond markets to the first release of surprise u s macroeconomic information specifically we focus on the impact of these announcements not only on the level but also on the volatility and comovement of those assets returns we do so by estimating several extensions of the parsimonious multivariate garch dcc model of engle 2002 for the excess holding period returns on seven portfolios of these asset classes we find that both the process of price formation in each of those financial markets and their interaction appear to be driven by fundamentals yet our analysis reveals a statistically and economically significant dichotomy between the reaction of the stock and bond markets to the arrival of unexpected fundamental information we also show that the conditional mean volatility and comovement among stock treasury and corporate bond returns react asymmetrically to the information content of these surprise announcements overall the above results shed new light on the mechanismsbywhichnewinformationisincorporatedintopriceswithinandacrossu s financial markets

time varying co movements between energy market and global financial markets implication for portfolio diversification and hedging strategies abstract this study explores the time patterns of volatility spillovers between energy market and stock prices of seven major global financial markets including clean energy energy information technology corporations equity markets and united states economic policy index over the period vary from december 28 2000 to december 31 2018 we employ a time domain connectedness measures of diebold and yilmaz dy 2009 2012 and 2014 to examine spillover mechanism of volatility shocks across future markets optimal weights and hedge ratios are calculated for portfolio diversification and risk management the main findings of the study conclude that oil shocks are exogenous and contribution of oil market volatility to global financial markets is insignificant the returns of world stock index and world energy index are major transmitters of volatility to clean energy market moreover the impact of energy market become strong in global financial market when data is divided into pre during and post financial crisis periods finally the hedge ratios are volatile over time and their maximum value is observed during the financial crisis period of 2008 09 the optimal portfolio between energy and stock prices are heavily weighted to the stock markets

separating bric using islamic stocks and crude oil dynamic conditional correlation and volatility spillover analysis abstract this paper explores the dynamic conditional correlation and volatility linkage between islamic indexes and oil for bric countries correlations between these assets increase during the global financial crisis for india and china but not for brazil and russia the volatility error forecast variance of all five indexes comes from spillover but is much lower compared to volatility spillover between conventional indexes and oil hedging performance of islamic indexes are superior in india and china compared to conventional indexes in emerging markets an optimal minimum variance portfolio without reducing expected return can be achieved by investing in lower weights of bric islamic indexes and oil compared to conventional indexes

expanding contingent value sample estimates to aggregate benefit estimates current practices and proposed solutions a mail survey was administered to a panel of colorado consumers to obtain estimates of willingness to pay wtp for preserving union park detailed socioeconomic data for all surveyed individuals was available a priori we develop and employ the multiple

adjusting for cultural differences in international benefit transfer values for non market goods can be expected to be sensitive to variations in the cultural contexts of beneficiaries however little progress has been made to date in adapting benefit transfer bt procedures for cultural variations using information from a study that ranked 62 societies with respect to nine attributes of their cultures we develop an index that is then used to re weight multiple coastal ecosystem service value estimates we examine whether these culturally adjusted bt estimates are statistically different than simply transferring the income adjusted mean transfer estimates for each coastal ecosystem service from international study sites to the policy site we find that once differences in income levels have been accounted for the differences in cultural dimensions between study and policy sites actually have little impact on the magnitude of our transfer estimates this is not a surprising result given that the majority of the study site estimates are derived from countries that share many ethnic linguistic and other cultural similarities to the policy site however benefit adjustments based on cultural factors could have a much higher impacts in settings different to that investigated here

the capabilities of new firms and the evolution of the us automobile industry firms that diversify into new and existing industries typically outperform de novo entrants but in some new industries diversifying firms are displaced by later entering de novo firms little is known about when and how new firms can overcome the advantages of diversifying firms this is investigated for one industry automobiles where new firms had considerable success all the entrants into the industry from its inception in 1895 through 1966 are identified the heritage of every entrant into the industry is traced including the founders of de novo entrants to explore how time of entry and pre entry experience affected firm survival while diversifying firms on average outperformed de novo entrants de novo entrants founded by individuals that worked for the leading automobile firms outperformed all firms and dominated the industry this is attributed to the novel organizational challenges faced by automobile firms which made the leading firms ideal training grounds for new entrants the implications of these findings for firm capabilities industry competition and regional economic development are discussed copyright 2002 oxford university press

conditional volatility skewness and kurtosis existence persistence and comovements abstract recent portfolio choice asset pricing value at risk and option valuation models highlight the importance of modeling the asymmetry and tail fatness of returns these characteristics are captured by the skewness and the kurtosis we characterize the maximal range of skewness and kurtosis for which a density exists and show that the generalized student t distribution spans a large domain in the maximal set we use this distribution to model innovations of a garch type model where parameters are conditional after demonstrating that an autoregressive specification of the parameters may yield spurious results we estimate and test restrictions of the model for a set of daily stock index and foreign exchange returns the estimation is implemented as a constrained optimization via a sequential quadratic programming algorithm adequacy tests demonstrate the importance of a time varying distribution for the innovations in almost all series we find time dependency of the asymmetry parameter whereas the degree of freedom parameter is generally found to be constant over time we also provide evidence that skewness is strongly persistent but kurtosis is much less so a simulation validates our estimations and we conjecture that normality holds for the estimates in a cross section setting we also document covariability of moments beyond volatility suggesting that extreme realizations tend to occur simultaneously on different markets

optimal dynamic hedging portfolios and the currency composition of external debt abstract we present a model which shows that the currency composition of a country s external debt can serve as a hedging instrument against changes in exchange rates and commodity prices because our model permits the second moments to change through time we get a sequence of optimal dynamic hedging portfolios which can be estimated with a multivariate generalized autoregressive conditional heteroskedasticity garch model to illustrate the usefulness of the technique we apply it to indonesia and it is found as expected that indonesia s optimal debt portfolio consists of a much larger proportion of us dollars and a much smaller proportion of japanese yen than they have in their current debt portoflio

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

improving diversification opportunities for socially responsible investors socially responsible investment sri has grown enormously and has expanded globally in recent years it allows sri investors to reduce their portfolio risk assumptions through international diversification in this context the aim of this paper is twofold i to examine price and volatility linkages among the most representative sri indexes for north america europe and asia pacific employing a multivariate approach and ii to provide the out of sample performance of an optimal portfolio constructed on the basis of time varying return and volatility forecasts from this specification approach our overall results show that using this technique it is possible to reduce risk and out perform the naive rule which is usually employed in this type of investment these findings are relevant not only for academics but also for practitioners especially for professional managers of sri portfolios

of free markets and a secular mind the value of economic decentralization and individual secular values in entrepreneurship building upon hayek s seminal work regarding the benefits of market decentralization in this study we examine the complementary role of an individual s secular values in further explaining the association between decentralization of economic affairs entrepreneurial activity and self employment we argue that studies on hayek s notion of decentralization may be incomplete in their conceptualization without a transition to individual morality based on more secular values we consider decentralization of economic affairs and secular values to explain why entrepreneurial activity differs across countries in study 1 we find that the decentralization of economic affairs increases the odds of being an entrepreneur in a startup but does not influence the likelihood of owning managing a business or perceptions related to the opportunity to start a business in study 2 we find evidence of mixed support for decentralization and self employment however with meaningful effect sizes but with marginal significance we find that an individual s secular values complement the association between decentralization of economic affairs and self employment the findings are robust to alternate specifications by demonstrating the role of secular values in strengthening decentralization we lay the foundation for melding economic perspectives with the freedom from religious ethos as an important consideration for entrepreneurial activity however the mixed effects of decentralization on different modes of entrepreneurship also call into question the value of decentralization in modern economies plain english summary higher levels of individual secular values even by a small amount enhance the benefits that economic decentralization can have on entrepreneurial activity in this paper we use a two study approach to examine how individual secular values might influence the effects of economic decentralization on entrepreneurial activity in study 1 we find that the decentralization of economic affairs increases the odds of being an entrepreneur in a startup but does not influence the likelihood of owning managing a business or individual perceptions related to existing opportunities to start a business in study 2 we find evidence of mixed support for the effects of economic decentralization on self employment however we find some evidence suggesting that an individual s secular values complement the association between decentralization of economic affairs and self employment thus the principal implication of this study is that policymakers should take into consideration the overall secular values present in society when making decisions regarding economic decentralization particularly with regard to understanding the potential effects that decentralization could have on entrepreneurial activity

persistence in variance structural change and the garch model this article examines the persistence of the variance as measured by the generalized autoregressive conditional heteroskedasticity garch model in stock return data in particular we investigate the extent to which persistence in variance may be overstated because of the existence of and failure to take account of deterministic structural shifts in the model both an analysis of daily stock return data and a monte carlo simulation experiment confirm the hypothesis that garch measures of persistence in variance are sensitive to this type of model misspecification

another look at models of the short term interest rate the short term rate of interest is fundamental to much of theoretical and empirical finance yet no consensus has emerged on the dynamics of its volatility we show that models which parameterize volatility only as a function of interest rate levels tend to over emphasize the sensitivity of volatility to levels and fail to model adequately the serial correlation in condi tional variances on the other hand serial correlation based models like garch models fail to capture adequately the relationship between interest rate levels and volatility we introduce and test a new class of models for the dynamics of short term interest rate volatility which allows volatility to depend on both interest rate levels and information shocks two important conclusions emerge first the sensitivity of interest rate volatility to interest rate levels has been overstated in the literature while this relationship is important adequately modeling volatility as a function of unexpected information shocks is also important sec ond we conclude that the volatility processes in many existing theoretical models of interest rates are misspecified and suggest new paths toward improving the theory

urban amenities and agglomeration economies the locational behaviour and economic success of dutch fashion design entrepreneurs the spatial clustering of industries is traditionally explained by agglomeration economies benefiting co located firms the focus on firms rather than people has been challenged by florida arguing that urban amenities attract creative people to certain cities on the basis of a questionnaire an analysis is made of the extent to which these two mechanisms affect the locational behaviour of dutch fashion design entrepreneurs it is found that fashion design entrepreneurs consider urban amenities to be more important than agglomeration economies for their location decision designers located in the amsterdam cluster do not profit from agglomeration economies as such but rather from superior networking opportunities with peers both within and outside the cluster

modeling asymmetric comovements of asset returns existing time varying covariance models usually impose strong restrictions on how past shocks affect the forecasted covariance matrix in this article we compare the restrictions imposed by the four most popular multivariate garch models and introduce a set of robust conditional moment tests to detect misspecification we demonstrate that the choice of a multivariate volatility model can lead to substantially different conclusions in any application that involves forecasting dynamic covariance matrices like estimating the optimal hedge ratio or deriving the risk minimizing portfolio we therefore introduce a general model which nests these four models and their natural asymmetric extensions the new model is applied to study the dynamic relation between large and small firm returns article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies