arch and bilinearity as competing models for nonlinear dependence in this article we consider whether the wide acceptance of autoregressive conditional heteroscedasticity arch models may be at the expense of other nonlinear processes such as bilinear models we first propose a joint test for arch and bilinearity a nonnested test is then suggested to determine whether nonlinear dependence should be attributed to arch or bilinearity the tests are then applied to three series when generalized arch garch models are taken as the null hypothesis we fail to reject it for all the data series when bilinearity is taken as the null however it is rejected in two cases moreover an out of sample forecasting exercise shows that the garch model is superior the results therefore indicate a strong preference for the garch model

intersectoral externalities and indeterminacy abstract we consider a two sector economy with positive intersectoral external effects and nonincreasing social returns we show that if the discount factor is close to 1 then local indeterminacy may be obtained with mild market imperfections moreover with additional conditions when is made smaller the steady state becomes totally unstable and quasi periodic cycles along which equilibrium paths are indeterminate may appear through a hopf bifurcation this will be proved even if the investment good is capital intensive at the private level while this condition guarantees local determinacy in the sector specific case journal of economic literature classification numbers c62 e32 o41

trade and protection in vertically related markets abstract we consider home country tariff and subsidy policies in a setting where a home firm is partially dependent on a foreign vertically integrated firm for supplies of a key input the firms are cournot competitors in the home market for the final product we show that a tariff on final product imports may cause the foreign vertically integrated firm to reduce the price charged for the input under circumstances where a simple monopoly supplier of the input would increase its price supply conditions for the input significantly affect whether imports of the input should be taxed or subsidized

trade policy in a super size me world abstract when a foreign monopolist sets a single market clearing price for its product the sign of the optimal tariff is determined by the extent of pass through also known as the terms of trade effect however when a foreign monopolist employs a second degree price discrimination mechanism in the domestic market the calculus of welfare maximization is very different while there are still terms of trade effects from the imposition of a tariff the existence of such effects are neither necessary nor sufficient to determine the sign of the optimal tariff instead the distribution of valuations within the population is the key determinant of the nature of policy intervention this result differs significantly from the uniform price case and is driven by the incentive compatibility constraint which places the distribution of types at the center of the analysis if there is a relatively large fraction of high valuation types in the population then domestic information rents may be increased by subsidizing imports thereby increasing the consumption of the low valuation types and moving the incentive constraint in favor of the high valuation types however if the share of high types in the population is relatively small then the increase in information rents will also be small but the fiscal implications of a subsidy will be large consequently the optimal policy will be to impose a trade tax

export industry policy and reputational comparative advantage abstract country of origin reputations are endogenized in this paper and it is shown that otherwise identical countries can be correctly perceived as differing in their percentage of high quality producers these self fulfilling reputations determine not only the average quality of a country s exports but also the type of products in which a country specializes hence the pattern of international trade can be determined by this reputational comparative advantage an inferior country of origin reputation leads to lower national welfare therefore several trade and industrial policies that can improve country of origin reputation are examined

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

detecting multiple breaks in financial market volatility dynamics the paper evaluates the performance of several recently proposed tests for structural breaks in the conditional variance dynamics of asset returns the tests apply to the class of arch and sv type processes as well as data driven volatility estimators using high frequency data in addition to testing for the presence of breaks the statistics identify the number and location of multiple breaks we study the size and power of the new tests for detecting breaks in the conditional variance under various realistic univariate heteroscedastic models change point hypotheses and sampling schemes the paper concludes with an empirical analysis using data from the stock and fx markets for which we find multiple breaks associated with the asian and russian financial crises these events resulted in changes in the dynamics of volatility of asset returns in the samples prior and post the breaks copyright 2002 john wiley sons ltd

production function regressions returns to scale and externalities a number of recent papers have used simple linear regressions in an attempt to identify market structure the extent of returns to scale and possible external effects in u s manufacturing industries the results obtained from these regressions have important implications for several branches of modern macroeconomics as a result the macro literature frequently cites specific numerical evidence from caballero and lyons 1992 and hall 1990 which suggests that there are quantitatively significant increasing returns to scale or external effects in u s manufacturing in contrast it is the argument of this paper that this evidence is not convincing the most robust evidence suggests that the typical u s manufacturing industry displays constant returns with no external effects on the other hand there is significant heterogeneity across industries

spurious persistence in stochastic volatility we show that structural changes in stochastic volatility models induce spurious persistence other than in garch type models implied persistence does not tend to unity with given size of the structural change and increasing sample size

non stationarities in financial time series the long range dependence and the igarch effects we give the theoretical basis of a possible explanation for two stylized facts observed in long log return series the long range dependence lrd in volatility and the integrated garch igarch both these effects can be explained theoretically if one assumes that the data are nonstationary

fickle consumers durable goods and business cycles abstract this paper develops a three sector dynamic general equilibrium model with the specific aim of evaluating the role of consumer durables in the generation and propagation of business cycles the model displays indeterminacy at commonly considered realistic parameter restrictions and basically constant returns to scale if calibrated at modest increasing returns to scale the sunspots driven model version produces a close match to moments of aggregate u s data journal of economic literatureclassification numbers e00 e32

the role of export subsisies when product quality is unknown abstract we explore the role of export subsidies when foreign goods are initially of unknown quality to domestic consumers absent export subsidies entry of high quality firms may be blocked by their inability to sell at prices reflecting their true quality export subsidies can break this entry barrier and increase welfare moreover even when high quality firms find it possible to signal their quality to consumers through an introductory pricing strategy a rolefor government policy can arise the signal low introductory price transfers surplus from foreign producers to domestic consumers and can be avoided with an appropriate export tax subsidy policy

breaks and outliers when modelling the volatility of the u s stock market this study analyses volatility persistence of the u s stock market after taking into account the role of breaks and outliers by employing a wavelet based algorithm it identifies several outliers which are comfortably associated with major events such as the black monday and the asian crisis there is also evidence of clustering of breaks and a substantial variation in the properties of the identified segments

value at risk and expected shortfall in cryptocurrencies portfolio a vine copula based approach risk management is an important and helpful process for investors hedge funds traders and market makers one of its key points is the appropriate estimation of risk measures which can improve the

ruling out multiplicity and indeterminacy the role of heterogeneity it is well known that economies of scale that are external to the individual decision makers can lead to self fulfilling prophecies and the multiplicity or even indeterminacy of equilibrium we argue that the importance of this source of multiplicity and indeterminacy is overstated in representative agent models as they ignore the potential stabilizing effect of heterogeneity we illustrate this in a version of matsuyama s 1991 two sector model with increasing returns to scale two main results are shown first sufficient homogeneity with respect to individual productivity leads to the instability and non uniqueness of a given stationary state and the indeterminacy of the corresponding stationary state equilibrium second sufficient heterogeneity leads to the global saddle path stability and the uniqueness of a given stationary state and the global uniqueness of equilibrium

large shocks in the volatility of the dow jones industrial average index 1928 2013 we determine the events that cause large shocks in volatility of the djia index over the period 1928 2013 using a new semi parametric test based on conditional heteroscedasticity models we find that these large shocks can be associated with particular events financial crashes elections wars monetary policies etc we show that some shocks are not identified as extraordinary movements by the investors due to their occurring during high volatility episodes especially the 1929 1934 1937 1938 and 2007 2011 periods

outliers and garch models in financial data abstract we propose to extend the additive outlier ao identification procedure developed by franses and ghijsels franses p h ghijsels h 1999 additive outliers garch and forecasting volatility international journal of forecasting 15 1 9 to take into account the innovative outliers ios in a garch model we apply it to three daily stock market indexes and examine the effects of outliers on the diagnostics of normality

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

excise taxes on a non uniform pricing monopoly ad valorem and unit taxes compared in this paper ad valorem and unit taxation are compared on a model that allows for various monopolistic pricing policies including uniform pricing and all three types of pigouvian price discrimination it shows that for any given unit tax on a non uniform pricing monopoly 1 there exists an output neutral ad valorem tax rate that gives rise to a higher tax yield than the unit tax and 2 there exists an ad valorem tax rate that welfare dominates the unit tax not only in the aggregate sense but also in the pareto sense taxes d accise dans le cas d un monopole qui n a pas une tarification unique comparaison des taxes ad valorem et unitaire ce memoire compare la taxe ad valorem et la taxe par

structural change and estimated persistence in the garch 1 1 model abstract the estimated persistence parameter in the garch 1 1 model is biased upwards when the parameters of the model are not constant throughout the sample the present paper explains the mechanics of this behavior for a particular class of estimates

the intra day impact of communication on euro dollar volatility and jumps abstract in this paper we examine the intra day effects of verbal statements and comments on the fx market uncertainty using two measures continuous volatility and discontinuous jumps focusing on the euro dollar exchange rate we provide empirical evidence of how these two sources of uncertainty matter in measuring the short term reaction of exchange rates to communication events talks significantly trigger large jumps or extreme events for approximately an hour after the news release continuous volatility starts reacting prior to the news intensifies around the release time and stays at high levels for several hours our results suggest that monetary authorities generally tend to communicate with markets on days when uncertainty is relatively severe and higher than normal disentangling the us and euro area statements we also find that abnormal levels of volatility are mostly driven by the communication of the euro area officials rather than us authorities

tariff policy for a monopolist in a signaling game abstract we examine the incentives for a government to levy an optimal tariff on a foreign monopolist with unknown costs with complete information the home government uses a discriminatory tariffs policy to extract rents if the government is incompletely informed about costs we show that under reasonable conditions the unique equilibrium involves pooling where the firm exports the same quantity regardless of its efficiency we find that in general home welfare is higher under alternative policies such as uniform tariffs or free trade suggesting that trade policies that are motivated by rent extraction are unlikely to be robust to the introduction of incomplete information

relative prices complementarities and comovement among components of aggregate expenditures abstract recent work suggests that the standard real business cycle framework has difficulty accounting for co movement among aggregate expenditure components when they are disaggregated even slightly to include business and household investment in addition relative prices of these goods have displayed substantial variation over the post war period this paper reports that incorporating a source of empirically plausible relative price variability makes the framework s implications for comovement even worse compounding the comovement problem the possibility that complementarities in the production of household and business capital may help account for observed co movement is considered the results suggest that complementarities improved the framework s empirical performance

reaping what you sow an empirical analysis of international patent harmonization abstract this paper extends analysis of the gatt uruguay round by quantifying the impact of international patent harmonization as implied by the trips agreement patent harmonization has the capacity to generate large transfers of income between countries the us being the major beneficiary developing countries are major contributors to these transfers but canada the uk and japan also make sizable contributions

indeterminacy and sunspots with constant returns recently there has been a renewed interest in the possibility of indeterminacy and sunspots or alternatively put in the existence of a continuum of equilibria that arises in dynamic economies with some market imperfections much of the research in this area has been concerned with the empirical plausibility of indeterminacy in markets with external effects or with monopolistic competition and which exhibit some degree of increasing returns while the early results on indeterminacy relied on relatively large increasing returns and high markups more recently benhabib and farmer 1996a showed that indeterminacy can also occur in two sector models with small sector specific external effects and very mild increasing returns

unique equilibrium in a model of self fulfilling currency attacks even though self fulfilling currency attacks lead to multiple equilibria when fundamentals are common knowledge we demonstrate the uniqueness of equilibrium when speculators face a small amount of noise in their signals about the fundamentals this unique equilibrium depends not only on the fundamentals but also on financial variables such as the quantity of hot money in circulation and the costs of speculative trading in contrast to multiple equilibrium models our model allows analysis of policy proposals directed at curtailing currency attacks

nonlinear time series analysis of stock volatilities summary the absolute value of the mean corrected excess return is used in this paper to measure the volatility of stock returns we apply various nonlinearity tests available in the literature to show that such volatility series are strongly nonlinear we then explore the use of threshold autoregressive tar models in describing monthly volatility series the models built suggest that the volatility series exhibit significant lower order serial correlations when the volatility is large indicating certain volatility clustering in stock returns out of sample forecasts are used to compare the tar models with linear arma models and nonlinear garch and egarch models based on mean squared error and average absolute deviation the comparisons show that a the tar models consistently outperform the linear arma models in multi step ahead forecasts for large stocks b the tar models provide better forecasts than the garch and egarch models also for the volatilities of large stock returns and c the egarch model gives the best long horizon volatility forecasts for small stock returns

bounded influence estimator for garch models evidence from foreign exchange rates previous research indicates that the maximum likelihood estimates of generalized autoregressive conditional heteroscedasticity garch models on foreign exchange rates under various distributional assumptions are sensitive to the presence of outliers the advantage of the proposed bounded influence estimator bie is that it limits the influence of a small subset of data and is asymptotically normal the bie provides more consistent and robust estimates than maximum likelihood estimator mle and semi parametric estimator both of which tend to underestimate volatility persistence due to outliers it is thus robust to outliers and model misspecification results of bie estimates of garch models on the exchange rate series of five major currencies indicate that bie offers an efficient mechanism for down weighting outlying observations and is a competitive alternative to mle

indeterminacy under constant returns to scale in multisector economies recently there has been a renewed interest in indeterminacy or alternatively put in the existence of a continuum of equilibria in dynamic economies that exhibit some market imperfections one of the primary concerns of this literature has been the empirical plausibility of indeterminacy which arises in markets with external effects or with monopolistic competition often coupled with some degree 10 of increasing returns

protection and the product line monopoly and product quality the product line decision of a monopolist is analyzed and used to study the effect of specific and ad valorem taxes on the entire product line while specific taxes or quotas raise average quality ad valorem taxes may not the welfare consequences of such policies when the monopolist is a home one and when he she is a foreign one are discussed with a home monopolist both specific and ad valorem subsidies are welfare improving while with a foreign monopolist their welfare properties depend on the distribution of consumers copyright 1990 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

endogenous business cycles and the dynamics of output hours and consumption abstract this paper studies the business cycle fluctuations predicted by a two sector endogenous business cycle model with sector specific external increasing returns to scale it focuses on aspects of actual fluctuations that have been identified both as defining features of business cycles and as ones standard real business cycle models cannot explain for empirically realistic calibrations of the degree of returns to scale the results suggest that endogenous fluctuations do not provide the dynamic element that is missing in existing real business cycle models jel e32

the role of intratemporal adjustment costs in a multisector economy abstract in this paper we construct a multisector business cycle model which is capable of reproducing the procyclical behavior of cross sector measures of capital employment and output we start by documenting the difficulty that a standard variant of a conventional real business cycle model has in accounting for these facts we then show how the introduction of intratemporal adjustment costs for investment can significantly enhance the performance of such a model these costs make it difficult to alter the composition of production of new capital goods the presence of these costs eliminates many counterfactual observations of the model that would otherwise be present the dynamic response of variables in the model is different from what one would observe in the standard one sector model we also examine the implications of imposing intratemporal adjustment costs for labor the model can also account for the cross sector behavior of employment observed in the data

indivisible labor lotteries and equilibrium abstract this paper considers an economy where labor is indivisible and agents are identical although the discontinuity in labor supply at the individual level disappears as a result of aggregation it is shown that indivisible labor has strong consequences for the aggregate bahavior of the economy it is also shown that optimal allocations involve lotteries over employment and consumption

monopoly with incomplete information recent theoretical research on principal agent relationships has emphasized incentive problems that arise when the parties involved are constrained by either asymmetric information or their inability to monitor each other s actions here we concentrate on the former constraint and consider the case of a single principal the monopolist the main contribution is to show that under a separability assumption strong conclusions can be drawn about the nature of optimal incentive schemes although the primary focus is on optimal quantity discounts in a monopolized market the results also shed light on related topics such as optimal income taxation and commodity bundling

who enjoys trips abroad an empirical analysis of intellectual property rights in the uruguay round analysis of the uruguay round is extended by quantifying the impact of the trips agreement the static costs of raising the standards of patent protection are captured by the transfers of income between countries with the majority of countries estimated to make net payments abroad the united states being a major beneficiary to offset these transfers the model provides estimates of the dynamic benefits from the greater incentive to innovate revealing that there is potential for all countries to benefit from the trips agreement in the long run however the distribution of these benefits is highly skewed towards developed countries jel classification o34 f43 qui tire profit des adpics a l etranger une analyse empirique des droits de propriete intellectuelle dans la ronde de l uruguay on analyse les decisions de la ronde de l uruguay en vue de quantifier l impact de l accord sur les droits de propriete intellectuelle qui touchent au commerce les couts statiques de normes plus elevees pour la protection des brevets sont mesures par les transferts de revenus entre pays on estime que la majorite des pays effectuent des transferts nets vers l exterieur et que les etats unis sont un beneficiaire important de ces transferts pour compenser ces transferts le modele cherche a determiner les avantages dynamiques qu il y a a encourager ainsi l innovation et montre qu il y a un potentiel de gains pour tous les pays decoulant des accords sur les adpics a plus long terme cependant la repartition de ces avantages est fortement biaisee en faveur des pays developpes

indeterminacy and increasing returns abstract we investigate properties of the one sector growth model with increasing returns under two organizational structures capable of reconciling the existence of aggregate increasing returns with competitive behavior by firms the first involves input externalities the second involves monopolistic competition we show for parameters in close accord with recent literature on real business cycles that the model displays an indeterminate steady state that can be exploited to generate a model of business fluctuations driven by self fulfilling beliefs in our first class of models growth is generated by exogenous increases in factor productivity in the second class the marginal product of capital is large enough for endogenous growth journal of economic literature classification numbers e00 e3 o40

chaos and sector specific externalities abstract benhabib and farmer 1996 indeterminacy and sector specific externalities journal of monetary economics 37 397 419 explore the possibility of local indeterminacy in a two sector model with sector specific externalities they find that very small sector specific externalities are sufficient for local indeterminacy in this case it is possible to construct sunspot equilibria where extrinsic uncertainty matters in this paper i provide a global analysis of their model revealing the existence of euler equation branching this branching allows for regime switching equilibria with cycles and chaotic behavior these equilibria occur whether the local dynamics are determinate or indeterminate

quadratic concavity and determinacy of equilibrium one of the central features of classical models of competitive markets is the generic determinacy of competitive equilibria for smooth economies with a finite number of commodities and a finite number of consumers almost all initial endowments admit only a finite number of competitive equilibria and these equilibria vary locally smoothly with endowments thus equilibrium comparative statics are locally determinate this paper establishes parallel results for economies with finitely many consumers and infinitely many commodities the most important new condition we introduce quadratic concavity rules out preferences in which goods are perfect substitutes globally locally or asymptotically our framework is sufficiently general to encompass many of the models that have proved important in the study of continuous time trading in financial markets trading over an infinite time horizon and trading of finely differentiated commodities

chaos sunspots and automatic stabilizers abstract we consider a real business cycle model with an externality in production depending on parameter values the model has sunspot equilibria cyclical and chaotic equilibria and equilibria with deterministic or stochastic regime switching we study the implications of this model environment for automatic stabilizer tax systems stabilization is desirable because the efficient allocations are characterized by constant employment and output growth we identify an automatic stabilizer income tax subsidy schedule with two properties i it specifies the tax rate to be an increasing function of aggregate employment and ii earnings are subsidized when aggregate employment is at its efficient level the first feature eliminates inefficient fluctuating equilibria while the second induces agents to internalize the externality

large shocks small shocks and economic fluctuations outliers in macroeconomic time series summary we analyse fifteen post world war i1 us macroeconomic time series using a modified outlier identification procedure based on tsay 1988a large shocks appear to be present in all the series we examined furthermore there are three basic outlier patterns i outliers seem to be associated with business cycles 2 outliers are clustered together both over time and across series 3 there appears to be a dichotomy between outlier behaviour of real versus nominal series also after controlling for outliers much of the evidence of non linearity in many of the time series is eliminated

garch with omitted persistent covariate this paper analyzes the effect of omitting a persistent covariate in the garch x model in particular we show that if the relevant persistent covariate is omitted and the usual garch 1 1 model is fitted the model will be estimated approximately as an igarch model this may well explain the ubiquitous evidence of the igarch in empirical volatility analysis

optimal export policy in the presence of informational barriers to entry and imperfect competition abstract this paper examines government intervention to help exporters overcome informational barriers to entry into foreign markets foreign consumers know the quality of a local good but not that of the imported substitute an exporter who chooses high quality needs to signal this choice to foreign consumers via a high introductory price export policy affects both the signaling distortion and competition between exporter and incumbent the signaling distortion may call for an export subsidy competition for an export tax which policy is adopted in equilibrium depends on industry characteristics over time the export tax tends to rise as the signaling distortion disappears

customer and supplier driven externalities the purpose of this paper is to provide empirical evidence helpful for distinguishing different types of externalities we pursue this by extending the productionfunction framework of robert e hall 1990 and caballero and lyons 1990 1992 to exploit two key dimensions of the data disaggregate input output relationships and differences between estimates emphasizing time series versus cross sectional aspects of the data we obtain three main results first from the within estimates using annual data which emphasize the time series properties common across sectors we find a strong reduced form relationship between industry productivity and the activity level input growth of customers in sharp contrast supplier activity levels are insignificant the second result derives from between estimates which emphasize the cross sectional dimension of the data here we find the opposite is true there is a strong reduced form relationship between industry productivity and the activity level of suppliers but no relationship with customer activity levels we interpret the first two results as suggesting that over shorter horizons the linkage between an industry and its customers is pivotal in the transmission of external effects while in the long run external effects are mostly related to intermediate goods linkages the third result concerns the transition from short to long run we find that as the number of periods over which the variables are averaged is incrementally increased from one year toward the full sample period 27 years the significance of customers versus suppliers smoothly reverses itself the remainder of the paper is organized in four sections section i presents the core model and the econometric methods for disentangling the external effects section ii describes the data and estimation section iii presents the main results and our conclusions are presented in section iv

multilateral trade negotiations bilateral opportunism and the rules of gatt wto abstract trade negotiations occur through time and between the governments of many countries an important issue is thus whether the value of concessions that a government wins in a current negotiation may be eroded in a future bilateral negotiation to which it is not party we identify rules of negotiation that serve to protect the welfare of governments that are not participating in the bilateral negotiation our main finding is that the two central principles of gatt wto nondiscrimination mfn and reciprocity preserve the welfare of nonparticipating governments and therefore offer a first line of defense against bilateral opportunism

indeterminacy home production and the business cycle a calibrated analysis abstract in this paper i present a business cycle model with one market sector that produces a standard good and another that produces a non market or home good the model can have multiple equilibria and therefore cycles driven only by self fulfilling expectations with low externalities to market production in particular an upward sloping aggregate labor demand as e g in farmer and guo j economic theory 63 1994 42 72 is not required for indeterminacy the effect of technology shocks is also studied in all cases the time series that are generated have properties that are comparable to the real us postwar series

intra day and inter market volatility in foreign exchange rates four foreign exchange spot rate series recorded on an hourly basis for a six month period in 1986 are examined a seasonal garch model is developed to describe the time dependent volatility apparent in the percentage nominal return of each currency hourly patterns in volatility are found to be remarkably similar across currencies and appear to be related to the opening and closing of the worlds major markets robust lm tests designed to deal with the extreme leptokurtosis in the data fails to uncover any evidence of misspecification or the presence of volatility spillover effects between the currencies or across markets

the relation between price and marginal cost in u s industry an examination of data on output and labor input reveals that some u s industries have marginal cost well below price the conclusion rests on the finding that cyclical variations in labor input are small compared with variations in output in booms firms produce substantially more output and sell it for a price that exceeds the costs of the added inputs the paper documents the disparity between price and marginal cost where marginal cost is estimated from annual variations in cost it considers a variety of explanations of the findings that are consistent with competition but none is found to be completely plausible

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

output growth and its volatility the gold standard through the great moderation this study examines the relationship between u s output growth and its volatility over the period 1876 i to 2012 ii we adjust the data for outliers and structural breaks we employ generalized autoregressive conditional heteroskedasticity garch and exponential garch egarch specifications normality and homoskedasticity appear only in the garch or egarch model that corrects for the outliers when including the break in the mean equation high volatility persistence remains after also accommodating the breaks in the variance equation the integrated garch effect proves spurious either for the symmetric or the asymmetric model finally our empirical results suggest that the finding of higher output growth volatility stimulating output growth and higher output growth reducing its volatility obtained from the symmetric garch in mean garch m model also proves spurious as a result of the emergence of an asymmetric effect our more appropriately specified asymmetric egarch m model suggests positive volatility in mean and level effects in the long period real gross national product series

indeterminacy dynamic adjustment costs and cycles abstract recent work suggests that the standard real business cycle framework possesses multiple equilibria indeterminacy and dampened oscillations in the presence of externalities this paper reports that empirically plausible costs of adjustment make indeterminacy disappear easily while the oscillation mechanism is however perfectly preserved

vertical distribution parallel trade and price divergence in integrated markets we develop a model of vertical pricing in which an original manufacturer sets wholesale prices in two markets that are integrated at the distributor level by parallel imports pi the manufacturing rm needs to set these two prices to balance three competing interests restricting competition in the pi recipient market avoiding resource wastes due to actual trade and reducing the double markup problem in the pi source nation

analysing the performance of nonlisted real estate funds a panel data analysis the rapid growth of nonlisted real estate funds over the last several years has contributed towards establishing this sector as a major investment vehicle for gaining exposure to commercial real estate academic research has not kept up with this development however as there are still only a few published studies on nonlisted real estate funds this article aims to identify the factors driving the total return over a 7 year period influential factors tested in our analysis include the weighted underlying direct property returns in each country and sector as well as fund size investment style gearing and the distribution yield furthermore we analyse the interaction of nonlisted real estate funds with the performance of the overall economy and that of competing asset classes and find that lagged gross domestic product gdp growth and stock market returns as well as contemporaneous government bond rates are significant and positive predictors of annual fund performance

forecasting crude oil market volatility further evidence with jumps this paper analyzes volatility models and their forecasting abilities in the presence of jumps in two crude oil markets brent and west texas intermediate wti between january 6th 1992 and december 31st 2014 we compare a number of garch type models that capture short memory as well as asymmetry garch gjr garch and egarch estimated on raw returns to three competing approaches that deal with the presence of jumps garch type models estimated on jump filtered returns and two new classes of volatility models called generalized autoregressive score gas and markov switching multifractal msm models estimated using raw returns the forecasting performance of these volatility models is evaluated using the model confidence set approach which allows us to identify a subset of models that outperform all the other competing models we find that asymmetric models estimated on filtered returns provide better out of sample forecasts than do garch gas type and msm models estimated on raw return series for brent and wti returns

estimating garch volatility in the presence of outliers garch volatilities depend on the unconditional variance which is a non linear function of the parameters consequently they can have larger biases than estimated parameters using robust methods to estimate both parameters and volatilities is shown to outperform maximum likelihood procedures

multi lateral trade negotiations and the most favored nation clause abstract this paper considers the interaction between private information and the most favored nation clause in trade negotiations it demonstrates that by aggregating uncertainty over a number of trading partners the most favored nation clause may offer a welfare improvement over a set of bilateral trade negotiations this improvement is shown to be most pronounced when a large number of countries are involved in negotiations

tracing externalities as sources of indeterminacy abstract this paper offers further inquiry into sources of indeterminacy in general equilibrium we take a more agnostic approach than previous work as we allow for a more general interpretation of externalities in particular we identify the origin of scale economies as being from either labor or capital we find that in the one sector model it is primarily the externalities associated with labor that generate the result however in the two sector model indeterminacy can be ultimately traced back to the externalities from capital in the investment sector

on the origin of high persistence in garch models abstract we show that the baillie and chung 2001 minimum distance estimates of the garch 1 1 model induce spurious persistence in the volatility when there are structural changes in the mean of the process

volatility persistence in crude oil markets financial market participants and policy makers can benefit from a better understanding of how shocks can affect volatility over time this study assesses the impact of structural changes and outliers on volatility persistence of three crude oil markets brent west texas intermediate wti and organization of petroleum exporting countries opec between january 2 1985 and june 17 2011 we identify outliers using a new semi parametric test based on conditional heteroscedasticity models these large shocks can be associated with particular event patterns such as the invasion of kuwait by iraq the operation desert storm the operation desert fox and the global financial crisis as well as opec announcements on production reduction or us announcements on crude inventories we show that outliers can bias i the estimates of the parameters of the equation governing volatility dynamics ii the regularity and non negativity conditions of garch type models garch igarch figarch and hygarch and iii the detection of structural breaks in volatility and thus the estimation of the persistence of the volatility therefore taking into account the outliers on the volatility modelling process may improve the understanding of volatility in crude oil markets

trade policy under the gatt wto empirical evidence of the equal treatment rule a fundamental difference between multilateral trade agreements like the gatt and wto and a preferential agreement is the multilateral agreements inclusion of a most favoured nation principle though mfn requires that members implement policies that provide equal treatment to all gatt wto countries how far do members actually follow the mfn principle when so required we empirically investigate a sample of gatt wto trade disputes and the effect of successful dispute settlement negotiations on the disputed product trade of third country exporters to the defendant country we document evidence of trade liberalization consistent with defendant countries successfully applying the equal treatment rule jel classification f13 politique commerciale sous le regime gatt omc resultats empiriques de la regle du traitement equivalent une difference fondamentale entre les accords commerciaux multilateraux comme le gatt ou l omc et un accord preferentiel est que dans le premier cas on fait appel au principe de la nation la plus favorisee meme si ce principe requiert que les membres mettent en place des politiques qui assurent un traitement equivalent a tous les pays de l accord gatt omc reste a savoir jusqu a quel point les membres se soumettent a ce principe quand c est requis ce memoire etudie la question en faisant enquete sur un echantillon de disputes commerciales autour d accords de type gatt omc et sur l effet du succes des negociations dans la resolution de conflit sur le commerce du produit au caeur de la dispute en provenance de pays tiers exportant vers le pays qui se defend on montre que les resultats de la liberalisation du commerce sont consistants avec l application de la regle du traitement equivalent par les pays qui se defendent

structural vector autoregressions with nonnormal residuals in structural vector autoregressive svar modeling sometimes the identifying restrictions are insufficient for a unique specification of all shocks in this paper it is pointed out that specific distributional assumptions can help in identifying the structural shocks in particular a mixture of normal distributions is considered as a possible model that can be used in this context our model setup enables us to test restrictions which are just identifying in a standard svar framework the results are illustrated using a u s macro data set and a system of u s and european interest rates

animal spirits technology shocks and the business cycle the last few years have witnessed a revival of business cycle models in which beliefs of agents have played a leading role in explaining economic fluctuations 1 most of these models involve strong economy wide increasing returns to scale in order for sunspot equilibria to exist in a recent paper however basu and fernald 1996 present evidence that returns to scale are far from evenly distributed across the u s economy in particular they report that scale economies are present mainly in the domain of durable goods production in the nondurable goods sector of the u s economy evidence of increasing returns to scale cannot be found

optimal export policy for a new product monopoly a new welfare enhancing role is identified for a policy of export subsidization in a new product industry an export subsidy policy promotes the rational perception that a high quality export can be provided at a relatively low price thus an export subsidy generates a first order benefit to welfare by enabling a high quality export to be sold at a less distorted high price the subsidy will also introduce

testing for arch in the presence of additive outliers in this paper we investigate the properties of the lagrange multiplier lm test for autoregressive conditional heteroskedasticity arch and generalized arch garch in the presence of additive outliers ao s we show analytically that both the asymptotic size and power are adversely affected if ao s are neglected the test rejects the null hypothesis of homoskedasticity too often when it is in fact true while the test has difficulty detecting genuine garch effects several monte carlo experiments show that these phenomena occur in small samples as well we design and implement a robust test which has better size and power properties than the conventional test in the presence of ao s applications to the french industrial production series and weekly returns of the spanish peseta us dollar exchange rate reveal that sometimes apparent garch effects may be due to only a small number of outliers and conversely that genuine garch effects can be masked by outliers

indeterminacy in a model with sector specific externalities abstract i examine a model with two sectors of production consumption and investment in the model indeterminacy of equilibria results due to the presence of small sector specific externalities in production in fact i find that indeterminacy results with a certain minimum value of the externality in the investment sector even with no externality in the consumption sector i find that the indeterminacy properties of the model vary depending on the form of the utility function for example with utility that is logarithmic in consumption these properties are completely independent of the value of the externality in the consumption sector

preferential trade agreements and multilateral tariff cooperation are preferential trade agreements ptas building or stumbling blocks for multilateral trade liberalization i address this question in an infinitely repeated tariff game between three countries engaged in intraindustry trade under oligopoly the central result is that when countries are symmetric a free trade agreement fta undermines multilateral tariff cooperation by adversely affecting the cooperation incentive of the nonmember whereas a customs union cu does so via its effect on the cooperation incentives of members however when countries are asymmetric with respect to either market size or cost there exist circumstances where ptas facilitate multilateral tariff cooperation

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

real business cycles and the animal spirits hypothesis abstract we calibrate a quantitative equilibrium macroeconomic model with an aggregate technology that is subject to increasing returns and show that this model may display fluctuations at business cycle frequencies even when there are no shocks to the fundamentals of the economy these fluctuations are due to the self fulfilling beliefs of investors which we call animal spirits we compare the impulse response functions predicted by our model and by two other more standard models with a four variable vector autoregression on u s data our animal spirits economy is the most successful of the three at matching broad features of the dynamic responses in the data journal of economic literature classification numbers e00 e3 e32

on the stability of the two sector neoclassical growth model with externalities we study a class of two sector growth models with sector specific externalities in which one sector produces consumption and the other sector produces investment the novelty is that investment allocated to the consumption sector is an imperfect substitute for investment allocated to the investment sector we show analytically that in this case local indeterminacy near the steady state is impossible for every empirically plausible specification of the model parameters more specifically we show that a necessary condition for local indeterminacy is an upward sloping aggregate labor demand curve in the investment sector which requires a counterfactual strength of the externality we show numerically that an elasticity of substitution of plausible size implies determinacy near the steady state these findings differ sharply from the standard result for two sector models that if the investments allocated to the two sectors are perfect substitutes then local indeterminacy occurs for a wide range of plausible parameter values

a lagrange multiplier test for garch models abstract this paper extends the lagrange multiplier lm test to testing noise disturbances against garch disturbances in the linear regression model the resulting lm test for the garch alternative is identical to the lm test for an arch alternative