modelling the relationship between future energy intraday volatility and trading volume with wavelet abstractalthough the energy and stock markets are both characterized by volatility and liquidity and there has been substantial research to explore the relationship between volatility and trading volume tv in stock markets few researchers have investigated this relationship in energy markets moreover studies that have explored this association within energy markets did not describe its nature or impetus to redress this oversight we investigate this relationship using intraday data from the oil and gas markets the most liquid energy markets in the world in this way the current article extends the previous studies through the use of a frequency approach to propose an original analysis of the relationship between volume and volatility more specifically we employ a continuous wavelet transform to identify the lead lag phase between volatility and volume this framework supplants usual time series modelling as it uses a measure of coherence for different frequencies and time scales to capture fu

a simple hybrid model for power derivatives article deposited according to the policy found on the elsevier website http www elsevier com wps find authorsview authors postingpolicy june 28 2012

trading volume maturity and natural gas futures price volatility important characteristics of the natural gas spot and futures markets are discussed the relationship between the variance of price change or volatility of the natural gas futures price and maturity of the futures contract and the volume of trading in the futures contact is also discussed and estimated it is found that the volume of trade rather than maturity explains the variance of the volatility it is also discovered that past levels of volume of trade influence current variability of price volatility but that past variability of price volatility has much less of an influence on current levels of trading

electricity derivatives pricing with forward looking information in order to increase overall transparency on key operational information power transmission system operators publish an increasing amount of fundamental data including forecasts of electricity demand and available capacity we employ a fundamental model for electricity prices which lends itself well to integrating such forecasts while retaining ease of implementation and tractability to allow for analytic derivatives pricing formulae in an extensive futures pricing study the pricing performance of our model is shown to further improve based on the inclusion of electricity demand and capacity forecasts thus confirming the general importance of forward looking information for electricity derivatives pricing however we also find that the usefulness of integrating forecast data into the pricing approach is primarily limited to those periods during which electricity prices are highly sensitive to demand or available capacity whereas the impact is less visible when fuel prices are the primary underlying driver to prices instead

what do saving investment relationships tell us about capital mobility abstract this paper re examines the tests of international capital mobility based on saving investment regressions originated by feldstein while analyses of various measures of capital controls provide some support for the feldstein hypothesis it is shown that the existence of nontraded goods can independently lead to a saving investment correlation this theoretical critique is supported empirically an analysis of the stability of the coefficients resolves the oft reported puzzle in the literature that economies appear to have become increasingly closed financially over time

the mother of all puzzles would not go away abstract this paper studies the short run and long run relationships between saving and investment rates for 123 countries using an error correction framework the conventional wisdom suggests that capital should be more mobile for the countries with high per capita income our estimates suggest that capital is mobile for 16 countries most with a low per capita income

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

pricing forward contracts in power markets by the certainty equivalence principle explaining the sign of the market risk premium in this paper we provide a framework that explains how the market risk premium defined as the difference between forward prices and spot forecasts depends on the risk preferences of market players and the interaction between buyers and sellers in commodities markets this premium is an important indicator of the behavior of buyers and sellers and their views on the market spanning between short term and long term horizons we show that under certain assumptions it is possible to derive explicit solutions that link levels of risk aversion and market power with market prices of risk and the market risk premium we apply our model to the german electricity market and show that the market risk premium exhibits a term structure which can be explained by the combination of two factors firstly the levels of risk aversion of buyers and sellers and secondly how the market power of producers relative to that of buyers affects forward prices with different delivery periods

exchange rate management intertemporal tradeoffs exchange rate management is possible only if the government pursues consistent monetary and fiscal policies the authors constructa model in which the real consequences of exchange rate management depend on the precise time pattern of these policies the authors study the constraints on feasible policies and the comparative dynamics of disinflation by means of exchange rate targeting theoretical results are consistent with exchange rate managed disinflation attempts in argentina chile and israel copyright 1987 by american economic association

a bivariate markov regime switching garch approach to estimate time varying minimum variance hedge ratios this article develops a new bivariate markov regime switching bekk generalized autoregressive conditional heteroscedasticity garch rs bekk garch model the model is a state dependent bivariate bekk garch model and an extension of gray s univariate generalized regime switching grs model to the bivariate case to solve the path dependency problem inherent in the bivariate regime switching bekk garch model we propose a recombining method for the covariance term in the conditional variance covariance matrix the model is applied to estimate time varying minimum variance hedge ratios for corn and nickel spot and futures prices out of sample point estimates of hedging portfolio variance show that compared to the state independent bekk garch model the rs bekk garch model improves out of sample hedging effectiveness for both corn and nickel data we perform white s 2000 data snooping reality check to test for predictive superiority of rs bekk garch over the benchmark model and find that the difference

saving investment correlations in developing countries abstract many studies report that the regression coefficient of saving on investment is small in developing countries we demonstrate that this finding and higher saving investment correlations in oecd countries can be explained by differences in financial structure across countries

representing the valuation of take or pay provisions in gas markets with limited liquidity long term contracting is the traditional governance mechanism to deal with the transaction costs associated with the specificity of gas industry assets long term contracts have been often used to allocate risks among players and to that end they often include take or pay provisions these clauses specify that buyers take the volume risk as they are obliged to pay for a minimum amount of gas consumption in exchange buyers pay a predefined price supposedly lower than the risk neutral expectation of short term gas prices in that view if the buyer is able to resell that gas in the short term the contract is an effective hedge against short term volatility otherwise the contract does not act as a hedge but it becomes a sunk cost the corresponding power producers behavior involves not only output decisions but also financial decisions to analyze that situation this paper develops a new quantitative methodology that allows comparing risk neutral valuations of gas and power markets decisions we test the model in a real size system and show the additional cost of the power system associated with a possible illiquidity of the short term gas market

futures hedging effectiveness under the segmentation of bear bull energy markets abstract this article undertakes eight hedging models regression md garch bekk garch ccc garch ecm md ecm bekk ecm ccc and state space models to investigate hedging effectiveness of different price scenarios in energy futures markets different models have systematically evidenced that hedging effectiveness is higher in an increasing pattern termed bull markets than in a decreasing pattern termed bear markets for crude oil and gasoline futures that is findings show asymmetric hedging performance between upward and downward price trends consistently from the most popular hedging models in literature out of sample examination also suggests that the ranking of hedging effectiveness of different hedging models is not parallel in different price patterns across futures contracts implying that investors should adjust their hedging strategies accordingly

risk the financial market and macroeconomic equilibrium growing recognition of the importance of stock market phenomena to the real economy underscores the need for models linking exogenous uncertainty asset market performance and the rest of the economy in an optimizing framework without certainty equivalence this paper constructs a three agent model with continuous time stochastic variables uncertain private production and government expenditure and forward looking rational agents the growth rate of output physical capital accumulation financial asset returns and uncertain inflation are determined as functions of the exogenous uncertainty in the economy analysis of the model finds that increased risk associated with government policy often reverses in an explainable way the conventional comparative static predictions of nonstochastic macro models

long term swings and seasonality in energy markets abstract this paper introduces a two factor continuous time model for commodity pricing under the assumption that prices revert to a stochastic mean level which shows smooth periodic fluctuations over long periods of time we represent the mean reversion price by a fourier series with a stochastic component we also consider a seasonal component in the price level an essential characteristic of many commodity prices which we represent again by a fourier series we obtain analytical pricing expressions for futures contracts using futures price data on natural gas we provide evidence on the presence of long term fluctuations and show how to estimate the long term component simultaneously with a seasonal component using the kalman filter we analyse the in sample and out of sample empirical performance of our pricing model with and without a seasonal component and compare it with schwartz and smith 2000 model our findings show the in sample and out of sample superiority of our model with seasonal fluctuations thereby providing a simple and powerful tool for portfolio management risk management and derivative pricing

does globalization affect growth evidence from a new index of globalization the study develops an index of globalization covering its three main dimensions economic integration social integration and political integration using panel data for 123 countries in 1970 2000 it is analysed empirically whether the overall index of globalization as well as sub indexes constructed to measure the single dimensions affect economic growth as the results show globalization indeed promotes growth the dimensions most robustly related with growth refer to actual economic flows and restrictions in developed countries although less robustly information flows also promote growth whereas political integration has no effect

international capital mobility in oecd countries the feldstein horioka puzzle revisited abstract we utilise the most recent time series techniques of dynamic ols and examine international capital mobility across 23 oecd countries we adopt the saving investment approach where the endogeneity problem is confronted our findings show that capital has been remarkably mobile in most countries over the last three decades

crack spread hedging accounting for time varying volatility spillovers in the energy futures markets crude oil heating oil and unleaded gasoline futures contracts are simultaneously analysed for their effectiveness in reducing price volatility for an energy trader a conceptual model is developed for a trader hedging the crack spread various hedge ratio estimation techniques are compared to a multivariate garch model that directly incorporates the time to maturity effect often found in futures markets modelling of the time variation in hedge ratios via the multivariate garch methodology and thus taking into account volatility spillovers between markets is shown to result in significant reductions in uncertainty even while accounting for trading costs copyright 2002 john wiley sons ltd

optimal wage indexation foreign exchange intervention and monetary policy this paper deals with the design of optimal monetary policy and with the interaction between the optimal degrees of wage indexation and foreign exchange intervention the model is governed by the characteristics of the stochastic shocks which affect the economy and by the information set that individuals possess because of cost of negotiations nominal wages are assumed to be precontracted and wage adjustments follow a simple indexation rule that links wage changes to observed changes in price the use of the price level as the only indicator for wage adjustments may not permit an efficient use of available information and may result in welfare loss the analysis specifies the optimal set of feedback rules that should govern policy aiming at the minimization of the welfare loss these feedback rules determine the optimal response of monetary policy to changes in exchange rates interest rates and foreign prices the adoption of the optimal set of feedback rules results in the complete elimination of the welfare cost arising from the simple indexation rule and from the existence of nominal contracts since optimal policies succeed in the elimination of the distortions issues concerning the nature of contracts and the implications of specific assumptions about disequilibrium positions become inconsequential the analysis then proceeds to examine the interdependence between the optimal feedback rules and the optimal degree of wage indexation it is shown that a rise in the degree of exchange rate flexibility raises the optimal degree of wage indexation one of the key conclusions is the proposition that the number of independent feedback rules that govern a policy must equal the number of independent sources of information that influence the determination of the undistorted equilibrium thus it is shown that with a sufficient number of feedback rules for monetary policy there may be no need to introduce wage indexation it is also shown that an economy that is not this abstract was borrowed from another version of this item

the saving retention coefficient in the long run and in the short run evidence from panel data abstract the high correlation between domestic investment and saving found by feldstein and horioka in 1980 is by now considered a stylized fact pooling annual data for 21 oecd countries krol challenged this consensus in 1996 and found a much lower correlation than is usually admitted in the literature in this paper we show that krol does not overturn feldstein and horioka even if the degree of capital mobility is higher in the short run than in the long run we solve this apparent contradiction by excluding luxembourg from the panel and estimating an error correction form of krol s fixed effects model

country specific effect in the feldstein horioka paradox a panel data analysis abstract using panel data methods this study leads to a new interpretation of the feldstein horioka paradox a high estimated saving investment coefficient may be due less to low capital mobility than to the existence of specific individual country effects

the feldstein horioka puzzle revisited abstract krol 1996 argues that the feldstein horioka puzzle is the result of the estimation technique that using fixed effect panel regression low saving retention coefficients are found however krol s study has been criticized as revolving around the inclusion of luxembourg this paper reexamines the luxembourg problem by applying kao and chiang s 2001 dols and fmols estimators to non stationary panel data of 20 oecd countries our empirical evidences show that the inclusion or exclusion of luxembourg does not affect the estimation results instead the power of the estimation technique and of the hypothesis test matters this result is interpreted as the higher power of cointegration analysis in panel data

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

short term variations and long term dynamics in commodity prices in this article we develop a two factor model of commodity prices that allows meanreversion in short term prices and uncertainty in the equilibrium level to which prices revert although these two factors are not directly observable they may be estimated from spot and futures prices intuitively movements in prices for long maturity futures contracts provide information about the equilibrium price level and differences between the prices for the short and long term contracts provide information about short term variations in prices we show that although this model does not explicitly consider changes in convenience yields over time this short term long term model is equivalent to the stochastic convenience yield model developed in gibson and schwartz 1990 we estimate the parameters of the model using prices for oil futures contracts and apply the model to some hypothetical oil linked assets to demonstrate its use and some of its advantages over the gibson schwartz model

on the relationship between energy returns and trading volume a multifractal analysis forecasting and modelling commodities price movements and the activity of energy markets are of real interest to investors and policymakers especially during turbulent times this study investigat

the price of power the valuation of power and weather derivatives abstract pricing contingent claims on power presents numerous challenges due to 1 the unique behavior of power prices and 2 time dependent variations in prices we propose and implement a model in which the spot price of power is a function of two state variables demand load and fuel price in this model any power derivative price must satisfy a pde with boundary conditions that reflect capacity limits and the non linear relation between load and the spot price of power moreover since power is non storable and demand is not a traded asset the power derivative price embeds a market price of risk using inverse problem techniques and power forward prices from the pjm market we solve for this market price of risk function during 1999 2001 the upward bias in the forward price was as large as 50 mwh for some days in july by 2005 the largest estimated upward bias had fallen to 19 mwh these large biases are plausibly due to the extreme right skewness of power prices this induces left skewness in the payoff to short forward positions and a large risk premium is required to induce traders to sell power forwards this risk premium suggests that the power market is not fully integrated with the broader financial markets

exchange rate determination and asset prices in a stochastic small open economy abstract this paper constructs a stochastic general equilibrium model of a small open economy consisting of risk averse optimizing agents the stochastic processes describing the rate of monetary growth government expenditure private production and the foreign price level are taken to be exogenous determining all asset risks and returns and the equilibrium stochastic process describing the domestic inflation rate and the exchange rate the model is used to examine the effects of the means and variances of policy shocks on the equilibrium and the determinants of the foreign exchange risk premium

analysis of the efficiency of the iberian power futures market market efficiency is analysed for the iberian power futures market and other european power markets as well as other fuel markets through evaluation of ex post forward risk premium the equilibrium price from compulsory call auctions for distribution companies within the framework of the iberian power futures market is not optimal for remuneration purposes as it seems to be slightly upward biased in the period considered august 2006 july 2008 monthly futures contracts behave similarly to quarterly contracts average risk premia have been positive in power and natural gas markets but negative in oil and coal markets different hypotheses are tested regarding increasing volatility with maturity and regarding forward risk premium variations decreasing with variance of spot prices during delivery period and increasing with skewness of spot prices during delivery period enlarged data sets are recommended for stronger test results energy markets tend to show limited levels of market efficiency regarding the emerging iberian power futures market price efficiency is improved with market development of all the coexistent forward contracting mechanisms and with further integration of european regional electricity markets

crisis sustainability of electricity prices and state interventions in argentina this article examines the sustainability of wholesale power prices following the 2001 economic crisis in argentina we depart from the contractual disputes between the multinational power generating companies and the state of argentina arising from price and investment interventions after the economic crisis then we move on to argue that these sector specific measures were inevitable once some of the key macroeconomic policies such as the currency board system were discarded using an error correction method and estimating a counterfactual price series we demonstrate that in the absence of changes in the price determination method and direct public investment the level and the volatility of power prices would have been much higher with further knock on effects on the rest of the economy copyright 2012 the author 2011 published by oxford university press on behalf of associazione icc all rights reserved oxford university press

stochastic price modeling of high volatility mean reverting spike prone commodities the australian wholesale spot electricity market it is commonly known that wholesale spot electricity markets exhibit high price volatility strong mean reversion and frequent extreme price spikes this paper employs a basic stochastic model a mean reverting model and a regime switching model to capture these features in the australian national electricity market nem comprising the interconnected markets of new south wales queensland south australia and victoria daily spot prices from 1 january 1999 to 31 december 2004 are employed the results show that the regime switching model outperforms the basic stochastic and mean reverting models electricity prices are also found to exhibit stronger mean reversion after a price spike than in the normal period and price volatility is more than fourteen times higher in spike periods than in normal periods the probability of a spike on any given day ranges between 5 16 in nsw and 9 44 in victoria

dynamic hedge ratio estimations in the european union emissions offset credit market following the introduction of the european union emissions trading scheme in 2005 the size of the carbon market has been growing at a tremendous rate to meet the emissions reduction targets the regulated parties can choose to participate in the allowance based market by purchasing the spot allowances commencing in 2008 the regulated parties are also allowed to purchase the offset credits to meet their allowance limit given the risky nature of the offset credits this paper evaluates the hedging performance of dynamic hedge ratios for the carbon offset credit certified emissions reduction market in the eu ets to the best of our knowledge this paper is the first attempt to evaluate the hedging performance of dynamic and constant hedge ratios in the carbon offset credit market based on the variance reduction and utility improvement measurements the findings generally support the use of static hedge ratios over the more sophisticated dynamic hedge ratios

forecasting the joint distribution of australian electricity prices using dynamic vine copulae abstract we consider the problem of modelling and forecasting the distribution of a vector of prices from interconnected electricity markets using a flexible class of drawable vine copula models where we allow the dependence parameters of the constituting bivariate copulae to be time varying we undertake in sample and out of sample tests using daily electricity prices and evidence that our model provides accurate forecasts of the underlying distribution and outperforms a set of competing models in their abilities to forecast one day ahead conditional quantiles of a portfolio of electricity prices our study is conducted in the australian national electricity market nem which is the most efficient power auction in the world electricity prices exhibit highly stylised features such as extreme price spikes price dependency between regional markets correlation asymmetry and non linear dependency the developed approach can be used as a risk management tool in the electricity retail industry which plays an integral role in the apparatus of modern energy markets electricity retailers are responsible for the efficient distribution of electricity while being exposed to market risk with extreme magnitudes

monetary randomness and investment abstract this paper develops a neoclassical model in which the behavior of the money supply affects investment by affecting the real distribution of asset returns investment depends on wealthholders demand for capital a stochastic money growth rule influences portfolio choice by affecting the distribution of the inflation rate the variance of inflation matters to wealthholders because of the existence of assets with returns that are not indexed to changes in the price level money and bonds which are contracted in nominal terms in a rational expectations environment asset demands will thus be sensitive to the distribution of the money growth rate our principle conclusion is that an increase in the variance of the money growth rate lowers investment which complements tobin s 1965 result that an increase in the mean stimulates capital accumulation the paper also represents a step toward incorporating an asset market into a macroeconomic model in a manner which takes account of lucas 1976 criticism of econometric policy evaluation all variables in the model including asset return distributions are functions of technology preferences and the money supply rule further expectations are rational

de facto financial openness and capital mobility abstract this paper shows that de facto financial openness does does not increase capital mobility in developing developed countries and that capital is is not freely mobile in the most financially open developing developed countries

fiscal policy inflation and the accumulation of risky capital the effect of government policies on the level of investment and inflation has become a major concern of policy makers in a number of industrial countries proposals to raise the level of business investment have included overall tax cuts tax incentives to spur investment and a reduction in the level of government spending this paper presents a theoretical apparatus to explore the relationships between fiscal policy government debt inflation and capital accumulation it develops a one sector growth model embodying a stochastic production function and government fiscal policy atomistic agents in the economy choose consumption levels and allocate their wealth between risky capital and risky government debt to maximize expected discounted utility over an infinite horizon fiscal policy by affecting asset yields affects the composition of portfolios the price of government bonds and the accumulation of capital the model is used to answer three general questions 1 does the level of government expenditure affect the rate of capital accumulation and inflation in steady state 2 does the mode of government finance when the choice is between an income tax and deficit finance affect these magnitudes 3 what is the effect of uncertainty in the productivity of capital on growth the analysis relates to several areas of literature 1 the analysis of the relationship between capital accumulation and debt 2 the theory of the demand for government debt 3 considerations of the effect of income taxation on risk bearing and 4 the analysis of capital accumulation under uncertainty 1 the effects on output and the capital stock of the government s expenditure decision and its decision to finance its expenditure by taxation or debt issue are explored in two major bodies of economic theory the literature on the burden of the debt as developed by modigliani 1961 diamond 1965 and phelps and shell 1969 for example implies that policies which increase the value of outstanding government debt will tend to lower the level of the capital stock by displacing capital with public debt in private wealth the theory of money and growth as represented by tobin 1965 and sidrauski 1967b also implies that government debt displaces capital but specifically recognizes the role of capital gains on government debt

maturity effects in energy futures abstract this paper examines the effects of maturity on future price volatility and trading volume for 129 energy futures contracts recently traded in the nymex the results provide support for the maturity effect hypothesis that is energy futures prices do become more volatile and trading volume increases as futures contracts approach maturity

optimal government finance policy and exchange rate management in a stochastically growing open economy abstract optimal monetary policy is analyzed in a stochastic small open economy consisting of risk averse representative agents the analysis shows how optimal monetary policy should be directed toward an optimal interest rate target this target which maximizes the intertemporal utility of the representative agent is determined by balancing off the marginal gains of a higher interest rate on increased growth and the future consumption it generates against the marginal losses stemming from a reduction in the holdings of real money balances the paper shows how an appropriately set monetary growth rate eliminates the need for continuous intervention in the exchange market

regime switching correlation hedging this paper investigates the hedging effectiveness of commodity futures when the correlations of spot and futures returns are subject to multi state regime shifts an independent switching dynamic conditional correlation garch is dcc which is free from the problems of path dependency and recombining is applied to model multi regime switching correlations the results of hedging exercises indicate that state dependent is dcc outperforms state independent dcc garch and three state is dcc exhibits superior hedging effectiveness illustrating importance of modeling higher state switching correlations for dynamic futures hedging

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

modelling price and volatility inter relationships in the australian wholesale spot electricity markets this paper examines the inter relationships of wholesale spot electricity prices among the four regional electricity markets in the australian national electricity market nem namely new south wales queensland south australia and victoria using the constant conditional correlation and tse and tsui s tse y k tsui a k c 2002 a multivariate generalised autoregressive conditional heteroscedasticity model with time varying correlations journal of business and economic statistics 20 3 351 362 and engle s engle r 2002 dynamic conditional correlation a sample class of multivariate generalized autoregressive conditional heteroskedasticity models journal of business and economic statistics 20 3 339 350 dynamic conditional correlation multivariate garch models tse and tsui s tse y k tsui a k c 2002 a multivariate generalised autoregressive conditional heteroscedasticity model with time varying correlations journal of business and economic statistics 20 3 351 362 dynamic conditional correlation multivariate garch model which takes account of the student t specification produces the best results at the univariate garch 1 1 level the mean equations indicate the presence of positive own mean spillovers in all four markets and little evidence of mean spillovers from the other lagged markets in the dynamic conditional correlation equation the highest conditional correlations are evident between the well connected markets indicating the presence of strong interdependence between these markets with weaker interdependence between the not so well interconnected markets

a markov regime switching approach for hedging energy commodities abstract this paper estimates constant and dynamic hedge ratios in the new york mercantile exchange oil futures markets and examines their hedging performance we also introduce a markov regime switching vector error correction model with garch error structure this specification links the concept of disequilibrium with that of uncertainty as measured by the conditional second moments across high and low volatility regimes overall in and out of sample tests indicate that state dependent hedge ratios are able to provide significant reduction in portfolio risk

a markov switching model of the conditional volatility of crude oil futures prices abstract this paper examines the temporal behaviour of volatility of daily returns on crude oil futures using a generalised regime switching model that allows for abrupt changes in mean and variance garch dynamics basis driven time varying transition probabilities and conditional leptokurtosis this flexible model enables us to capture many complex features of conditional volatility within a relatively parsimonious set up we show that regime shifts are clearly present in the data and dominate garch effects within the high volatility state a negative basis is more likely to increase regime persistence than a positive basis a finding which is consistent with previous empirical research on the theory of storage e g fama and french 1988a fama and french 1988b and ng and pirrong 1994 the volatility regimes identified by our model correlate well with major events affecting supply and demand for oil out of sample tests indicate that the regime switching model performs noticeably better than non switching models regardless of evaluation criteria we conclude that regime switching models provide a useful framework for the financial historian interested in studying factors behind the evolution of volatility and to oil futures traders interested short term volatility forecasts

temperature and seasonality influences on spanish electricity load abstract deregulation of the spanish electricity market in 1998 and the possible listing of electricity or weather derivative contracts have encouraged the study of the relationship between electricity demand and weather in spain in this paper a transfer function intervention model is developed for forecasting daily electricity load from cooling and heating degree days the influence of weather and seasonality is proved and is significant even when the autoregressive effects and the dynamic specification of the temperature are taken into account the estimated general model shows a high predictive power the results and information presented in this paper could be of interest for current users and potential traders in the deregulated spanish electricity market

the transmission of disturbances under alternative exchange rate regimes with optimal indexing the paper develops a general stochastic macroeconomic model that can be used to study the international transmission of disturbances under four alternative exchange rate systems uniform flexible exchange rates uniform fixed exchange rates and two versions of two tier exchange rates the analysis makes two general points first one cannot assume stability of structure when assessing the consequences of alternative exchange rate regimes for example the slope of the aggregate supply curve and the rationally formed expectations in the asset markets can respond dramatically to the government s choice of exchange rate regime second exchange rate regimes that provide full insulation from foreign disturbances may nevertheless be inferior to other regimes in terms of their ability to maximize social welfare

a regime switching approach for hedging tanker shipping freight rates tanker shipping is the primary means for the transportation of petroleum and petroleum products around the world and thus plays a crucial role in the energy supply chain however the high volatility of tanker freight rates has been a major concern for market participants and led to the development of the tanker freight derivatives in the form of forward freight agreements ffas the aim of this paper is to investigate the performance of these instruments in managing tanker freight rate risk using a data set for six major tanker routes covering the period between 2005 and 2013 we examine the effectiveness of alternative hedging methods including a bivariate markov regime switching garch model in hedging tanker freight rates the regime switching garch specification links the concept of equilibrium freight rate determination underlying different market conditions and the dynamics of the conditional second moments across high and low volatility regimes overall we find evidence supporting the argument that the tanker freight market is characterized by different regimes however while the use of a regime switching model allows for a significant improvement in the performance of the hedge in sample out of sample results are mixed

globalization and the feldstein horioka puzzle capital account liberalization and the integration of world financial markets should increase capital mobility across countries this article uses the feldstein horioka savings investment methodology to examine the impact of economic globalization on the degree of capital mobility in 99 countries over the period 1970 to 2005 our findings suggest that economic openness and financial market integration have led to increased capital mobility in developed as well as developing countries however their effect appears to be larger for the latter this also implies that countries with more financial openness can run higher current account deficits due to better access to external capital markets our results also support the previous findings that foreign aid supplements domestic savings for investment in developing countries

taxation risk taking and growth a continuous time stochastic general equilibrium analysis with labor leisure choice abstract this paper investigates the equilibrium relationship between taxation portfolio choice risk taking and capital accumulation specifically it examines how taxes affect risk taking and capital accumulation we extend the existing literature by relaxing two crucial assumptions in modelling risk taking behavior i that the investment opportunity set is fixed and ii that there is no distinction between attitudes towards risk and behavior towards intertemporal substitution we extend the investment opportunity set of individuals through optimally determined human capital and distinguish intertemporal substitution from attitudes towards risk via a recursive utility function in the presence of these extensions the paper successfully derives a closed form solution to the stochastic growth model with stochastic wage income

international capital mobility evidence from panel data abstract to test whether capital is internationally mobile some researchers have examined the relationship between saving and investment using time averaged data they find saving and investment to be related and conclude that capital is relatively immobile in this paper i argue that a country s intertemporal budget constraint biases results using time averaged data against finding capital mobility using annual data pooled for 21 oecd countries over the 1962 1990 period i find the estimated impact of saving on investment to be considerably smaller than previous estimates

interest rates and monetary policy this article conducts a thorough intertemporal analysis of nominal interest rate based monetary policy its main contribution is to show how such a policy can have different effects depending on the assumptions made about the saving and borrowing behaviour of firms we consider two cases i consumers are savers and firms are borrowers and ii both consumers and firms are borrowers the nation as a whole is borrowing from abroad in one case we confirm conventional wisdom but in the other case we find there may be unexpected and surprising results moreover our analysis has important implications for both inflation and nominal exchange rate targeting policies

power portfolio optimization in deregulated electricity markets with risk management in a deregulated electric power system multiple markets of different time scales exist with various power supply instruments a load serving entity lse has multiple choices from these instruments to meet its load obligations in view of the large amount of power involved the complex market structure the risks in such volatile markets the stringent constraints to be satisfied and the long time horizon a power portfolio optimization problem is of critical importance for an lse to serve its load maximize its profit and manage its risks in this paper a midterm power portfolio optimization problem with risk management is presented key instruments are considered risk terms based on semi variances of spot market transactions are introduced and penalties on load obligation violations are added to the objective function to improve algorithm convergence and constraint satisfaction to overcome the inseparability of the resulting problem a surrogate optimization framework is developed enabling a decomposition and coordination approach numerical testing results show that our method effectively provides decisions for various instruments to maximize profit and manage risks and it is computationally efficient

the hedging performance of electricity futures on the nordic power exchange the nordic power exchange nord pool the first multinational exchange for electricity trading has existed since january 1996 spot and futures contracts are traded on this exchange and its typical characteristics are very high volatilities as well as non normally distributed returns this article looks at electricity futures and how they can be used for short term hedging of positions taken in the spot market it studies the minimum variance hedge ratio and how it can be estimated in different ways the traditional naive hedge and the ols hedge are compared out of sample to more elaborate moving average and garch hedges and the empirical results indicate some gains from hedging with futures despite the lack of straight forward arbitrage possibilities in the electricity market furthermore we find a slightly better performance of the simple ols hedge compared to the conditional hedges

on the volatility volume relationship in energy futures markets using intraday data this paper investigates the relationship between trading volume and price volatility in the crude oil and natural gas futures markets when using high frequency data by regressing various realized volatility measures with without jumps on trading volume and trading frequency our results feature a contemporaneous and largely positive relationship furthermore we test whether the volatility volume relationship is symmetric for energy futures by considering positive and negative realized semivariances we show that i an asymm etric volatility volume relationship indeed exists ii trading volume and trading frequency significantly affect negative and positive realized semivariance and iii the information content of negative realized semivariance is higher than for positive realized semivariance

evaluation of the trading development in the iberian energy derivatives market the efficiency of the iberian energy derivatives market in its first five and a half years is assessed in terms of volume open interest and price the continuous market shows steady liquidity growth its volume is strongly correlated to that of the over the counter otc market the amount of market makers the enrolment of financial agents and generation companies belonging to the integrated group of last resort suppliers and the otc cleared volume in its clearing house the hedging efficiency measured through the ratio between the final open interest and the cleared volume shows the lowest values for the spanish base load futures as they are the most liquid contracts the ex post forward risk premium has diminished due to the learning curve and the effect of the fixed price retributing the indigenous coal fired generation this market is quite less developed than the european leaders headquartered in norway and germany enrolment of more traders mainly international energy companies financial agents energy intensive industries and renewable generation companies is desired market monitoring reports by the market operator providing post trade transparency otc data access by the energy regulator and assessment of the regulatory risk can contribute to efficiency gains

time zero efficiency of european power derivatives markets abstract we study time zero efficiency of electricity derivatives markets by time zero efficiency is meant a sequence of prices of derivatives contracts having the same underlying asset but different times to maturity which implies that prices comply with a set of efficiency conditions that prevent profitable time zero arbitrage opportunities we investigate whether statistical tests based on the law of one price and trading rules based on price differentials and no arbitrage violations are useful for assessing time zero efficiency we apply tests and trading rules to daily data of three european power markets germany france and spain in the case of the german market after considering liquidity availability and transaction costs results are not inconsistent with time zero efficiency however in the case of the french and spanish markets limitations in liquidity and representativeness are challenges that prevent definite conclusions liquidity in french and spanish markets should improve by using pricing and marketing incentives these incentives should attract more participants into the electricity derivatives exchanges and should encourage them to settle otc trades in clearinghouses publication of statistics on prices volumes and open interest per type of participant should be promoted

fine structure of the price demand relationship in the electricity market multi scale correlation analysis in this research we investigate the problems of dynamic relationship between electricity price and demand over different time scales for two largest price zones of the russian wholesale electricity market we use multi scale correlation analysis based on a modified method of time dependent intrinsic correlation and the complete ensemble empirical mode decomposition with adaptive noise for this purpose three hypotheses on the type and strength of correlations in the short medium and long runs were tested it is shown that price zones significantly differ in internal price demand correlation structure over the comparable time scales and not each of the theoretically formulated hypotheses is true for each of them we can conclude that the answer to the question whether it is necessary to take into account the influence of demand side on electricity spot prices over different time scales is significantly dependent on the structure of electricity generation and consumption on the corresponding market

interest rates and monetary policy uncertainty abstract this paper analyzes a model in which optimizing households are uncertain about monetary policy and learn about it over time in this model the variance of changes in nominal and ex post real interest rates increases with the variance of the household s predictive distribution over money growth a positive relation between unexpected changes in nominal interest rates and the money stock results from monetary policy uncertainty finally if money growth covaries negatively with real wealth an increase in monetary policy uncertainty increases the expected real rate of interest and decreases the nominal rate of interest

capital mobility in developing countries some measurement issues and empirical estimates an economy s financial integration with the outside world the extent of capital mobility across its borders is a key determinant of some of its most important macroeconomic properties yet little is known about this characteristic of many developing economies an important stumbling block in the empirical assessment of financial integration openness is the many approaches to measuring it the author describes and evaluates different tests of capital mobility surveys existing evidence and applies four tests of capital mobility to assess the degree to which the many developing countries tested have achieved integration with the world financial markets the four tests are the 1 magnitude of gross capital flows 2 uncovered interest rate parity 3 strength of saving investment correlations and 4 behavior of domestic consumption over time the evidence suggests that most developing countries can be considered to be financially open in only 18 of the 57 developing countries classified did the data fail to show financial openness and that many countries may be experiencing an increased degree of integration with world financial markets

optimal and time consistent exchange rate management in an overlapping generations economy abstract this paper analyzes exchange rate management in a simple overlapping generations model this framework is used to evaluate alternative policies in terms of their implications for the welfare of individuals in the economy and for generating seigniorage when the chief concern is to provide a desirable store of value a policy of fixing the exchange rate does better when shocks are primarily of domestic origin while floating becomes more desirable when foreign shocks predominate the same is true when the government is concerned with maximizing total expected seigniorage although more intervention is typically desirable when generating seigniorage is the major objective when seigniorage concerns are paramount and when the monetary authority cannot establish a reputation for conducting monetary policy in a way that makes the currency a desirable store of value a national currency may not be viable in the absence of exchange controls such controls may be justified in this situation

a re examination of maturity effect of energy futures price from the perspective of stochastic volatility this paper selects stochastic volatility sv as the uncertainty or volatility measure to re examine the samuelson hypothesis of maturity effect shme samuelson 1965 stochastic dominance is used to examine whether the stochastic volatility level dominates with respect to maturity the empirical analyses of energy futures price series generally provide mild support for this hypothesis in terms of the first two degrees of stochastic dominance each type of futures has its own properties with respect to the maturity effect sv levels play a role in determining the testing outcome the hypothesis is more likely to hold at low sv levels the higher the volatility level the less likely the shme will hold because sv surges to its peak level regardless of maturity

a model for hedging load and price risk in the texas electricity market energy companies with commitments to meet customers daily electricity demands face the problem of hedging load and price risk we propose a joint model for load and price dynamics which is motivated by the goal of facilitating optimal hedging decisions while also intuitively capturing the key features of the electricity market driven by three stochastic factors including the load process our power price model allows for the calculation of closed form pricing formulas for forwards and some options products often used for hedging purposes making use of these results we illustrate in a simple example the hedging benefit of these instruments while also evaluating the performance of the model when fitted to the texas electricity market

optimal taxation of capital income in general equilibrium with infinite lives this paper analyzes the optimal tax on capital income in general equilibrium models of the second best agents have infinite lives and utility functions which are extensions from the koopmans form the population is heterogeneous the important property of the models is the equality between the social and the private discount rates in the long run i find that the optimal tax rate is zero in the long run for a special case of additively separable utility functions i then determine the tax rates along the dynamic path and conditions that are sufficient for the local stability of the steady state

optimal hedging under biased energy futures markets abstract optimal futures hedging positions for those agents trying to maximize their expected utility will depend on their view about the evolution of the market and on how risk adverse they are the most risk adverse agents will probably decide to full cover their positions but when a futures bias exists hedgers with moderate or low degree of risk aversion can alter their strategy depending on the expected gains in futures markets in our application to the uk natural gas market we find a statistically significant time varying negative futures bias that can be forecasted with confidence as a result of this bias most effective and best performing hedging strategies for moderate risk averse agents are those involving short long hedging in winter summer with a hedging ratio above below the minimum variance hedge ratio these findings are of great interest to practitioners in the uk natural gas markets and the methodology can be extrapolated to other energy markets

optimal monetary growth with accommodating fiscal policy in a small open economy abstract this paper emphasizes how the choice of the optimal monetary growth rate in a small open economy under perfect capital mobility depends upon the accommodating policy chosen to maintain the overall budget constraint in the economy when this occurs through lump sum taxation the optimal monetary growth rate is shown to be the distorted friedman monetary rule if the adjustment occurs through the income tax rate the optimal monetary growth rate involves a phelps type tradeoff between the income tax rate and the inflation tax rate the framework is suited for analyzing optimal macroeconomic policy in general and the latter part of the paper considers an optimal monetary fiscal package

market efficiency of oil spot and futures a mean variance and stochastic dominance approach this paper examines the market efficiency of oil spot and futures prices by using both mean variance mv and stochastic dominance sd approaches based on the west texas intermediate crude oil data for the sample period 1989 2008 we find no evidence of any mv and sd relationships between oil spot and futures indices this infers that there is no arbitrage opportunity between these two markets spot and futures do not dominate one another investors are indifferent to investing spot or futures and the spot and futures oil markets are efficient and rational the empirical findings are robust to each sub period before and after the crises for different crises and also to portfolio diversification

spot price modeling and the valuation of electricity forward contracts the role of demand and capacity we propose a model where wholesale electricity prices are explained by two state variables demand and capacity we derive analytical expressions to price forward contracts and to calculate the forward premium we apply our model to the pjm england and wales and nord pool markets our empirical findings indicate that volatility of demand is seasonal and that the market price of demand risk is also seasonal and positive both of which exert an upward seasonal pressure on the price of forward contracts we assume that both volatility of capacity and the market price of capacity risk are constant and find that depending on the market and period under study it could either exert an upward or downward pressure on forward prices in all markets we find that the forward premium exhibits a seasonal pattern during the months of high volatility of demand forward contracts trade at a premium during months of low volatility of demand forwards can either trade at a relatively small premium or even in some cases at a discount i e they exhibit a negative forward premium

modelling the conditional volatility of commodity index futures as a regime switching process commodity index futures offer a versatile tool for gaining different forms of exposure to commodity markets volatility is a critical input in many of these applications this paper examines issues in modelling the conditional variance of futures returns based on the goldman sachs commodity index gsci given that commodity markets tend to be choppy webb 1987 a general econometric model is proposed that allows for abrupt changes or regime shifts in volatility transition probabilities which vary explicitly with observable fundamentals such as the basis garch dynamics seasonal variations and conditional leptokurtosis the model is applied to daily futures returns on the gsci over 1992 1997 the results show clear evidence of regime shifts in conditional mean and volatility once regime shifts are accounted for garch effects are minimal consistent with the theory of storage returns are more likely to switch to the high variance state when the basis is negative than when the basis is positive the regime switching model also performs well in forecasting the daily volatility compared to standard garch models without regime switches the model should be of interest to sophisticated traders who base their trading strategies on short term volatility movements managed commodity funds interested in hedging an underlying diversified portfolio of commodities and investors of options and other derivatives tied to gsci futures contracts copyright 2001 john wiley sons ltd

futures price variability a test of maturity and volume effects a number of previous studies have examined the contemporaneous relation between asset price variability and volume traded for example clark 1973 cornell 1981 and tauchen and pitts 1983 have investigated this relation for futures markets and epps and epps 1976 harris 1984a 1984b and smirlock and starks 1984 for the stock market underlying this empirical research is a theoretical framework that suggests that price variability or the absolute change in prices and volume traded should be positively correlated according to this theoretical framework the so called mixture of distributions hypothesis mdh 1 the correlation between price variability and volume should be positive because of joint dependence on a common directing variable or event this study uses contract disaggregated data on futures prices to obtain evidence on the relation between price variability and volume of trading strong positive contemporaneous correlations between trading volume and price volatility are documented consistent with the mixture of distributions hypothesis it is concluded that maturity is not a suitable surrogate for the common directing variable specifically while maturity has a strong effect on volume no such relation is found for price variability finally while in the majority of cases price variability and trading volume are contemporaneously correlated there are a significant number of cases in which a sequential relation appears to be present an earlier version of this paper was presented at the 1984 meeting of the european finance association in manchester england and at southern methodist university the university of wisconsin madison duke university mcgill university and the university of toronto we wish to thank the seminar participants and an anonymous referee from this journal for constructive comments and criticism all remaining errors are of course our responsibility we would also like to thank the columbia center for the study of futures markets and the interactive data corp for providing some of the data used in the study 1 see clark 1973 and harris 1984a 1984b

savings and investment in australia it has become popular to advocate tax reduction on the basis of promoting savings investment and ultimately economic growth the linkage between the variables is argued by various neoclassical growth models and is further suggested by recent studies which highlight the close association between domestic saving and investment rates the close association may allow for polices which alter domestic saving levels in order to alter domestic investment levels this interpretation however presumes an endogenous investment response equally likely theoretically is that the close association is maintained by movements in national savings the present paper explicitly examines the endogeneity of the australian saving and investment rates the results highlight the exogeneity of investment the results further suggest an endogenous response on the part of australia s saving rate the results may limit the potential benefits of these tax changes

investment and saving in angola and the feldstein horioka puzzle this article analyses the relationship between investment and savings for angola using the feldstein horioka puzzle with monthly data from january 2000 to december 2013 integer and fractional integration and cointegration techniques are employed to investigate the relationship between investment and savings several regression specifications are employed concluding that the feldstein horioka puzzle is not validated for the angolan economy policy implications are derived

feldstein horioka meets a time trend abstract much of the literature relating to the feldstein horioka puzzle misses two major points it is obvious there should be a home bias and that this bias should be falling through time our empirical analysis is consistent with these points

saving investment and capital mobility in eu member countries a panel data analysis of the feldstein horioka puzzle in this paper we reexamine the long standing and puzzling correlation between national saving and investment in 14 european union eu countries we employ a panel data set for the period 1970 201

analysis of the iberian power forward price formation the price formation of the iberian energy derivatives market the power futures market starting in july 2006 is assessed until november 2011 through the evolution of the difference between forward and spot prices in the delivery period ex post forward risk premium and the comparison with the forward generation costs from natural gas clean spark spread the premium tends to be positive in all existing mechanisms futures over the counter and auctions for catering part of the last resort supplies since year 2011 the values are smaller due to regulatorily recognized prices for coal power plants the power futures are strongly correlated with european gas prices the spreads built with prompt contracts tend also to be positive the biggest ones are for the month contract followed by the quarter contract and then by the year contract therefore gas fired generation companies can maximize profits trading with contracts of shorter maturity