a semiparametric approach to short term oil price forecasting abstract in this paper it is shown how the garch properties of oil price changes can be employed to forecast the oil price distribution over short term horizons the forecasting methodology is semiparametric and it is based on the bootstrap approach the results of an out of sample forecasting exercise carried out using the brent oil price series suggest that the forecasting approach can be used to obtain a performance measure for the forward price in addition to compute interval forecasts for the oil price

causalities between co2 electricity and other energy variables during phase i and phase ii of the eu ets the topic of this article is the analysis of the interplay between daily carbon electricity and gas price data with the european union emission trading system eu ets for co2 emissions in a first step we have performed granger causality tests for phase i of the eu ets january 2005 until december 2007 and the first year of phase ii of the eu ets 2008 the analysis includes both spot and forward markets given the close interactions between the two sets of markets the results show that during phase i coal and gas prices through the clean dark and spark spread impacted co2 futures prices which in return granger caused electricity prices during the first year of the phase ii the short run rent capture theory in which electricity prices granger cause co2 prices prevailed on the basis of the qualitative results of the granger causality tests we obtained the formulation testable equations for quantitative analysis standard ols regressions yielded statistically robust and theoretically coherent results

price determination in the eu ets market theory and econometric analysis with market fundamentals abstract we investigate the price determination of the european union emission allowance eua of the european union emissions trading scheme eu ets we postulate an uncertain permit price and risk averse firms which have the possibility to hedge in the forward market the firms produce final goods abate their emissions and trade permits in the permit market the dependence of the equilibrium permit price on exogenous variables is studied in a permit market model we test our theoretical findings with empirical data from 2005 to 2010 in the eu ets market we use daily forward prices of eua as our dependent variable we use several econometric models with multiple stationary time series to discover that there is a strong relationship between the fundamentals such as german electricity prices and gas and coal prices with the price of eua we find that the eua forward price depends on fundamentals especially on the price of electricity as well as on the gas coal difference in a statistically significant way

role of carbon swap trading and energy prices in price correlations and volatilities between carbon markets the present paper theoretically and empirically examines the role of carbon swap trading and energy prices in volatilities and price correlations between the eu and kyoto protocol emissions trading schemes a supply and demand based correlation model between eua and scer price returns is proposed in detail using inverse box cox type marginal abatement cost mac curves and simple emission reduction volume processes the model includes financial players eua scer swap transaction in boom periods of carbon prices using the logit model for eua and eua scer swap volume correlations and stronger energy price impacts on eua prices than scer prices using a mean reverting lognormal process for energy prices the empirical studies using eua and scer prices estimate the model parameters resulting in a positive eua volume impact on eua scer swap transactions and a positive energy price impact on eua prices it is shown that high eua scer price correlations during high eua price periods stemmed from eua scer swap transactions whereas high eua scer price correlations during the period of financial turmoil with low eua prices came from the drop in energy prices we also show that the leverage effects often observed in security markets exist in both the eua and scer markets according to the price volatility relation

allowance price and distributional effects under a personal carbon trading scheme abstract personal carbon trading pct is a downstream cap and trade scheme to reduce carbon emissions from the household sector in comparison to an upstream carbon trading scheme pct is a progressive scheme in which the poorer consumers are mostly winners as their levels of emissions are generally lower this paper investigates the equilibrium price for allowances and distributional effects under a pct scheme first we propose an equilibrium model for pct from which we derive an equilibrium price for allowances second a consumer surplus analysis is conducted to examine the welfare changes caused by the pct scheme generally we find that the pct scheme is progressive and can provide a buffer between the energy and allowance price based on these results the implications are discussed and suggestions for a future study are provided

sulfur dioxide control by electric utilities what are the gains from trade title iv of the 1990 clean air act amendments caaa established a market for transferable sulfur dioxide so2 emission allowances among electric utilities this market offers firms facing high marginal abatement costs the opportunity to purchase the right to emit so2 from firms with lower costs and this is expected to yield cost savings compared to a command and control approach to environmental regulation this paper uses econometrically estimated marginal abatement cost functions for power plants affected by title iv of the caaa to evaluate the performance of the so2 allowance market specifically we investigate whether the much heralded fall in the cost of abating so2 compared to original estimates can be attributed to allowance trading we demonstrate that for plants that use low sulfur coal to reduce so2 emissions technical change and the fall in prices of low sulfur coal have lowered marginal abatement cost curves by over 50 percent since 1985 the flexibility to take advantage of these chan

evaluating interval forecasts a complete theory for evaluating interval forecasts has not been worked out to date most of the literature implicitly assumes homoskedastic errors even when this is clearly violated and proceed by merely testing for correct unconditional coverage consequently i set out to build a consistent framework for conditional interval forecast evaluation which is crucial when higher order moment dynamics are present the new methodology is demonstrated in an application to the exchange rate forecasting procedures advocated in risk management

intra and extra union flexibility in meeting the european union s emission reduction targets the eu has proposed four flexibility mechanisms for the regulation of greenhouse gas emissions in the period 2013 2020 1 the emissions trade scheme ets a permit market between selected companies 2 trade in non ets allotments between member states 3 the clean development mechanism cdm to purchase offsets in developing countries and 4 trade in cdm warrants between member states this paper shows that aggregate abatement costs fall as flexibility increases however limited flexibility creates rents so that increasing flexibility raises costs in some member states costs are reduced more by the cdm than by non ets trade the cdm warrants market reduces costs by a small amount only market power is a real issue however the warrants market is obsolete in case there is non ets trade the cdm leads to price convergence between the ets and non ets market there would be one price for carbon in the european union if the proposed limits on cdm access are relaxed slightly

a model of financial crises in emerging markets recent events in mexico asia russia and brazil have underscored that a satisfactory explanation of financial crises in emerging markets remains elusive not too long ago the prevailing view was that crises were the inevitable outcome of ongoing fiscal imbalances coupled with fixed exchange rates but this first generation view pioneered by krugman 1979 has fallen out of fashion because in many crises the crucial fiscal disequilibria were absent and as obstfeld 1994 has argued currency crises have sometimes occurred even though central banks had more than enough resources to prevent them witness much of europe in the early 1990s obstfeld put forward a second generation view in which central banks may decide to abandon an exchange rate peg when the unemployment costs of defending it become too large this new perspective implied that crises could be driven by self fulfilling expectations since the costs of defending the peg may themselves depend on anticipations that the peg will be maintained but obstfeld s emphasis on mounting unemployment and domestic recession while appropriate for the erm 1992 crisis was at odds with the facts in mexico in 1994 and east asia in 1997 asian

flexibility in the market for international carbon credits and price dynamics difference with european allowances the paris agreement establishes a mechanism to allow a party to benefit from greenhouse gases emissions reductions conducted in a host party to fulfil its nationally determined contribution in this context the objective of this paper is to improve the understanding of carbon offsets price dynamics in comparison with regular carbon markets allowances we combine a cointegration approach with risk premium considerations to compare the price dynamics of european union allowances eua and certified emission reductions cer in the second phase of the european carbon market by taking account of breaks identified in the series we find that while the eua and cer returns present comparable dynamics the long term relationships between the price of these two types of permits and their drivers differ significantly given the impact of energy prices positive for coal and negative for gas on the cer price we suggest the existence of a supply side effect for credits we find that the price elasticity of allowances with regard to the coal and gas prices is negative in time periods of low economic activity and positive in the rest of the time we explain the latter by the fact that the market is not tight and the former by the effect of the economic activity on the price of commodities and energy

robust estimation and forecasting of the long term seasonal component of electricity spot prices when building stochastic models for electricity spot prices the problem of uttermost importance is the estimation and consequent forecasting of a component to deal with trends and seasonality in the data while the short term seasonal components daily weekly are more regular and less important for valuation of typical power derivatives the l ong term seasonal components ltsc seasonal annual are much more diffi cult to tackle surprisingly in many academic papers dealing with electricity spot price modeling the importance of the seasonal decomposition is neglected and the problem of forecasting it is not considered with this paper we want to fill the gap and present a thorough study on estimation and forecasting of the ltsc of electricity spot prices we consider a battery of models based on fourier or wavelet decomposition combined with linear or exponential decay we find that all considered wavelet base d models are significantly better in terms of forecasting spot prices up to a year ahead than all considered sine based models this result questions the validity and usefulness of stochastic models of spot electricity prices built on sinusoidal long term seasonal components

nonparametric modeling of carbon prices this paper constitutes the first exercise of nonparametric modeling applied to carbon markets the framework of analysis is carefully detailed and the empirical application unfolds in the case of bluenext spot and ecx futures prices the data is gathered in daily frequency from april 2005 to april 2010 first we document the presence of strong nonlinearities in the conditional mean functions second the conditional volatility functions reveal an asymmetric and heteroskedastic behavior which is dramatically different between carbon spot and futures logreturns the results for spot prices are also robust to subsamples decomposition third we show in an out of sample forecasting exercise that nonparametric modeling allows reducing the prediction error by almost 15 compared to linear ar models this latter result is confirmed by the diebold mariano pairwise test statistic

does weather or energy prices affect carbon prices abstract this study investigates the extent that key energy prices coal gas oil and electricity and weather explain carbon prices a key feature of the european union emissions trading scheme eu ets and whether this relationship changed since full auctioning came into effect in 2013 energy prices were found to impact the carbon price in phase iii of the eu ets however modelling based solely on energy prices explained only 12 of carbon price variation weather variables did not affect the carbon price except for unanticipated temperature changes these results indicate that it is not the level of temperature that impacts the carbon price rather it is unanticipated changes in temperature that matter given that climate change is associated with increased variance in temperature this result is consistent with climate change resulting in greater carbon price volatility and higher hedging costs

banning banking in eu emissions trading abstract admitting banking in emissions trading systems reduces overall compliance costs by allowing for inter temporal flexibility cost savings can be traded over time however unless individual eu member states ms decide differently the transfer of unused allowances from the period of 2005 2007 into the first commitment period under the kyoto protocol i e 2008 2012 will be prohibited in this paper we first explore the implications of such a ban on banking when initial emission targets are lenient this analysis is based on a simulation which was recently carried out in germany with companies and with a student control group the findings suggest that a eu wide ban on banking would lead to efficiency losses in addition to those losses which arise from the lack of inter temporal flexibility second we use simple game theoretic considerations to argue that under reasonable assumptions such a eu wide ban on banking will be the equilibrium outcome thus to avoid a possible prisoners dilemma ms should have co ordinated their banking decisions

modeling and forecasting the volatility of carbon emission market the role of outliers time varying jumps and oil price risk abstract the objectives of this study are three fold first we aim to assess whether outliers or extreme observations occur in the european union allowance eua data second we examine if time varying jumps are present in the carbon emission market third we use the crude oil volatility index ovx to investigate the effect of oil market uncertainty on the emission price volatility in order to detect the possible outliers in the eua market we employ a standard methodology proposed by ane et al 2008 and identify several outliers in the emission data after spotting and then removing those extreme points we apply the garch jump models to both original and outlier free observations the results of the jump model show that while time varying jumps do exist in the uncorrected data most of the jump parameters however become insignificant in case of outlier free observations next the application of an extended egarch model in which ovx is introduced in the garch specification demonstrates that emission prices are highly sensitive to oil market implied volatility and that the impact of ovx on the eua market appears to be asymmetric additionally the use of forecast encompassing test documents that considering the outlier free data and using the information content of ovx would improve the volatility forecasts for the carbon emission market the results of our research carry important implications for both investors and policymakers

dualism and macroeconomic volatility this paper develops a simple macroeconomic model that shows that combining capital market imperfections together with unequal access to investment opportunities across individuals can generate endogenous and permanent euctuations in aggregate gdp investment and interest rates reducing inequality of access may be a necessary condition for macroeconomic stabilization moreover countercyclical escal policies have a role to play in our model savings are underutilized in slumps because of the limited debt capacity of potential investors therefore the government should issue public debt during recessions in order to absorb those idle savings and enance investment subsidies or tax cuts for investors the most important single fact about saving and investment activities is that in our industrial society they are generally done by different people and for different reasons for years there might tend to be too little investment leading to deeation losses excess capacity and unemployment for other years there might tend to be too much investment leading to periods of chronic ineation unless prudent and proper public policies in the escal and monetary eelds are followed paul a samuelson economics 8th edition 1970 pp 196 198

banks debt maturity and financial crises abstract we develop a model in which the maturity of external debt of banks their level of international reserves and the term structure of interest rates are jointly determine self fulfilling runs may occur and banks take this possibility into account when choosing the structure of their assets and liabilities if the probability of a run is sufficiently small banks will deliberately choose an illiquid asset liability position and expose themselves to a run in that case short term debt will be cheaper than long term debt and the maturity structure of foreign debt will depend on attitudes towards risk

carbon trading thickness and market efficiency abstract this note tests for the efficient market hypothesis emh in the market for co 2 emission allowances in phase i and phase ii of the european union emissions trading scheme eu ets as usually is the case in emerging and non competitive markets such as the eu ets trading often not occurs on a frequent basis this has adverse implications for both the gains from permit trade as well as biases the emh tests variance ratio tests are employed to adjust for the thin trading effect the results indicate that phase i the trial and learning period was inefficient whereas the first period under phase ii shows signs of restoring market efficiency

an empirical analysis of energy cost pass through to co2 emission prices abstract we use the nonlinear autoregressive distributed lag nardl model to analyze the asymmetric and nonlinear pass through effects of changes in crude oil prices natural gas prices coal prices and electricity prices on the co 2 emission allowance prices we find that i the crude oil prices have a long run negative and asymmetric effect on the co 2 allowance prices ii the decreases in the coal prices have a stronger impact on the carbon prices in the short run than the increases iii the natural gas prices and electricity prices have a symmetric effect on the carbon prices but this effect is negative for the former and positive for the latter these findings are robust when using both monthly and daily data and when considering bivariate and multivariate models

a model for energy pricing with stochastic emission costs we use a supply demand approach to value energy products exposed to emission cost uncertainty we find closed form solutions for a number of popularly traded energy derivatives such as forwards european call options written on spot prices and european call options written on forward contracts our modeling approach is to first construct noisy supply and demand processes and then equate them to find an equilibrium price this approach is very general while still allowing for sensitivity analysis within a valuation setting our assumption is that in the presence of emission costs traditional supply growth will slow down causing output prices of energy products to become more costly over time however emission costs do not immediately cause output price appreciation but instead expose individual projects particularly those with high emission outputs to much more extreme risks through the cost side of their profit stream our results have implications for hedging and pricing for producers operating in areas facing a stochastic emission cost environment

the economics of pollution permit banking in the context of title iv of the 1990 clean air act amendments abstract this paper presents a model of the collective emission permit banking behavior of electricity generating units affected by title iv of the clean air act amendments of 1990 a rigorous treatment of the constraint that pollution permits cannot be borrowed from future allocations is introduced this approach enables an analysis of the impact of future changes in electricity demand regulations and technologies on the present permit price and emissions level the effect of uncertainty on the banking behavior is also explored

the impact of public information on the stock market we study the relation between the number of news announcements reported daily by dow jones company and aggregate measures of securities market activity including trading volume and market returns we find that the number of dow jones announcements and market activity are directly related and that the results are robust to the addition of factors previously found to influence financial markets such as day of the week dummy variables news importance as proxied by large new york times headlines and major macroeconomic announcements and non information sources of market activity as measured by dividend capture and triple witching trading however the observed relation between news and market activity is not particularly strong and the patterns in news announcements do not explain the day of the week seasonalities in market activity our analysis of the dow jones database confirms the difficulty of linking volume and volatility to observed measures of information

forecasting carbon futures volatility using garch models with energy volatilities abstract this article examines the volatility forecasting abilities of three approaches garch type model that uses carbon futures prices an implied volatility from carbon options prices and the k nearest neighbor model based on the results we document that garch type models perform better than an implied volatility and the k nearest neighbor model this result suggests that carbon options have little information about carbon futures due to their low trading volume we also investigate whether the volatilities of energy markets i e brent oil coal natural gas and electricity forecast following day s carbon futures volatility according to the results we suggest that brent oil coal and electricity may be used to forecast the volatility of carbon futures

multiple bubbles in the european union emission trading scheme abstract the european union emission trading scheme eu ets is the first large scale co 2 emission trading system in the world carbon allowances are financial assets potentially vulnerable to the behavior of traders and investors in fact the carbon price has been quite volatile since the inception of the market and it has recently hit very low values however to date no work exists to evaluate whether volatility and price spikes are due to episodes of speculation and price bubbles our paper fills this gap we use the recent approaches developed by phillips and yu 2010 phillips et al 2011 and phillips et al 2015a 2015b who propose a recursive right sided unit root approaches to detect and date stamp mildly explosive behaviors and carbon market exuberance we complement this methodology by using the wild bootstrap procedure by goncalves and kilian 2004 to control for the heteroschedasticity of carbon price data analyzing the eu ets front month contract price from 2005 to 2014 we find different episodes of price bubbles these episodes are not explained by similar behavior of the fundamentals but seem related to energy and environmental policy announcements our results can provide insightful policy implications in the context of the actual carbon market reform as well as the implementation of stricter financial regulations rules to co 2 trading

carbon pricing and system linking lessons from the new zealand emissions trading scheme abstract textbook theory of linking carbon systems suggests linking reduces marginal abatement costs contrasting theoretical work and policy analyses suggests that linking or at least unfettered linking may not always be beneficial the new zealand emissions trading scheme nz ets is unique in that until 2013 it allowed unlimited use of kyoto allowances nz ets thus provides an ideal context to explore the effect of linking and linking restrictions on carbon pricing of small systems using data on importation and exportation of allowances we provide the first empirical analysis of the determinants of allowance prices in the early phase of the nz ets our results indicate that imports of offsets rather than fundamentals have been the major price determinant moreover the pricing of new zealand units nzus can be placed into three distinct periods delineated by two structural breaks in the first period the system is largely autarkic in the second period as international offset prices drop below the nzu price the system becomes a price taker in the final period following policy interventions the system regains some independence the case of the nz ets shows that small trading systems need to impose or have the option to impose quantitative import restriction so as to reap the benefits lower abatement cost but not the drawbacks importation of distortions and market integrity issues of linking

market efficiency in the european carbon markets in this paper we study the relationship between futures and spot prices in the european carbon markets from the cost of carry hypothesis the aim is to investigate the extent of efficiency market the three main european markets bluenext eex and ecx are analyzed during phase ii covering the period from march 13 2009 to january 17 2012 futures contracts are found to be cointegrated with spot prices and interest rates for several maturities in the three co2 markets results are similar when structural breaks are taken into account according to individual and joint tests the cost of carry model is rejected for all maturities and co2 markets implying that neither contract is priced according to the cost of carry model the absence of the cost of carry relationship can be interpreted as an indicator of market inefficiency and may bring arbitrage opportunities in the co2 market

modeling the price dynamics of co2 emission allowances abstract in this paper we analyze the short term spot price behavior of carbon dioxide co 2 emission allowances of the new eu wide co 2 emissions trading system eu ets after reviewing the stylized facts of this new class of assets we investigate several approaches for modeling the returns of emission allowances due to different phases of price and volatility behavior in the returns we suggest the use of markov switching and ar garch models for stochastic modeling we examine the approaches by conducting an in sample and out of sample forecasting analysis and by comparing the results to alternative approaches our findings strongly support the adequacy of the models capturing characteristics like skewness excess kurtosis and in particular different phases of volatility behavior in the returns

a new database on the structure and development of the financial sector this article introduces a new database of indicators of financial structure and financial development across countries and over time the database is unique in that it combines a wide variety of indicators that measure the size activity and efficiency of financial intermediaries and markets it improves on previous efforts by presenting data on the public share of commercial banks introducing indicators of the size and activity of nonbank financial institutions and constructing measures of the size of bond and primary equity markets this article introduces a new database the first to provide comprehensive measures of the development structure and performance of the financial sector this database is the first to define and construct indicators of the size and activity of nonbank financial intermediaries such as insurance companies pension funds and non deposit money banks it is also the first to include indicators of the size of primary equity markets and primary and secondary bond markets in constructing the database authors carefully deflate measures and match stock and flow variables

a garch forecasting model to predict day ahead electricity prices price forecasting is becoming increasingly relevant to producers and consumers in the new competitive electric power markets both for spot markets and long term contracts price forecasts are necessary to develop bidding strategies or negotiation skills in order to maximize profits this paper provides an approach to predict next day electricity prices based on the generalized autoregressive conditional heteroskedastic garch methodology that is already being used to analyze time series data in general a detailed explanation of garch models is presented and empirical results from the mainland spain and california deregulated electricity markets are discussed

a multiscale analysis for carbon price drivers abstract this study proposes a multiscale analysis model to explore and identify the carbon price drivers at different timescales by introducing the latest multivariate empirical mode decomposition carbon price and its potential drivers are decomposed into several groups of simple modes with specific economic meanings the cointegration techniques error correction model and newey west estimator are combined to capture the carbon price drivers at similar timescales illustrated by the samples of the european union emissions trading system from 2009 to 2016 a few interesting results can be found that at the original data level among the three most important drivers of carbon price electricity price and stock index show positive impacts while coal price shows a negative impact at different timescales the effects of electricity and stock index appear comparatively earlier which drive carbon price from the short timescales and continue to strengthen however the impacts of coal oil and gas prices are lagging behind which respectively drive the carbon price at the medium and long timescales

how to explain carbon price using market micro behaviour abstractin this article we analyse the micro behaviours of the emitting companies and financial intermediaries in the european union emissions trading scheme eu ets and their influence on carbon prices based on the full sample community independent transaction log citl the micro behaviours can be observed in a closed system the micro behaviours of the emitting companies are divided into compliance trading and non compliance trading based on the emitting companies trading motivations the micro behaviours of the financial intermediaries are measured by their influence on the total supply and demand in the market then an ar garch model is established to examine the dynamic relationships between carbon prices and the micro behaviours of the emitting companies and financial intermediaries the estimation results suggest that the prices behaviours relationship is significant other important findings are as follows 1 the mean value of carbon prices positively depends on the compliance trading

is economic volatility detrimental to global sustainability in a dynamic panel data model allowing for error cross section dependence output volatility is found to impede sustainable development through a financial development channel liquidity liability ratio output volatility exerts a significant effect on depletion of natural resources a key component of sustainability low income countries low energy intensity countries and low trade share countries tend to be especially vulnerable to macroeconomic volatility and shocks the findings highlight the interaction between global financial markets and the wider economy as a key factor influencing sustainable development with important implications for macroeconomic and environmental policies in an integrated global green economy

financial development growth and the distribution of income a paradigm is presented in which both the extent of financial intermediation and the rate of economic growth are endogenously determined financial intermediation promotes growth because it allows a higher rate of return to be earned on capital and growth in turn provides the means to implement costly financial structures thus financial intermediation and economic growth are inextricably linked in accord with the goldsmith mckinnon shaw view on economic development the model also generates a development cycle reminiscent of the kuznet hypothesis in particular in the transition from a primitive slow growing economy to a developed fast growing one a nation passes through a stage in which the distribution of wealth across the rich and poor widens

evaluating density forecasts with applications to financial risk management density forecasting is increasingly more important and commonplace for example in financial risk management yet little attention has been given to the evaluation of density forecasts the authors develop a simple and operational framework for density forecast evaluation they illustrate the framework with a detailed application to density forecasting of asset returns in environments with time varying volatility finally the authors discuss several extensions copyright 1998 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

crises volatility and growth how do volatility and liquidity crises affect growth when credit is constrained a bias toward short term debt can arise in financing long term investments generating maturity mismatches and leading potentially to liquidity crises the frequency of liquidity crises and the volatility of growth are found to have independent negative effects on growth financial development however dampens the growth cost of volatility but only in the case of normal volatility the growth cost of volatility therefore depends critically on the composition of normal and abnormal volatility the latter being more costly for growth

capital market response to emission rights returns evidence from the european power sector prior studies on the distributional effects of the european union s emission trading scheme eu ets have so far only relied on supply and demand data empirical evidence from capital markets has been missing we address this gap and measure the ets s economic consequences using the expectations of investors towards the regulatory impact on firm value employing a multifactor model we show that returns on common stock of the largest affected industry power generation are positively correlated with rising prices for emission rights this implies that the market predicts that firms are not only able to pass on their share of the regulatory burden to customers but even achieve windfall profits by overcompensating for the costs

a cost benefit analysis of the eu 20 20 2020 package the european commission did not publish a cost benefit analysis for its 2020 climate package this paper fills that gap comparing the marginal costs and benefits of greenhouse gas emission reduction the uncertainty about the marginal costs of climate change is large and skewed and estimates partly reflect ethical choices e g the discount rate the 2010 carbon price in the eu emissions trading system can readily be justified by a cost benefit analysis emission reduction is not expensive provided that policy is well designed a condition not met by planned eu policy it is probably twice as expensive as needed costing one in ten years of economic growth the eu targets for 2020 are unlikely to meet the benefit cost test for a standard discount rate 3 pure rate of time preference the benefit cost ratio is rather poor 1 30 so that benefits need to be very much higher or costs very much lower than typically assumed to justify the 2020 targets only a very low discount rate 0 prtp would justify the 20 emission reduction target for 2020

eu emission allowances and the stock market evidence from the electricity industry this paper constitutes to our best knowledge the first econometric analysis on stock market effects of the eu emission trading scheme eu ets our results suggest that eu emission allowance eua price developments matter to the stock performance of electricity firms eua price changes and stock returns of the most important european electricity corporations are shown to be positively related this effect does not work asymmetrically so that stock markets do not seem to react differently to eua appreciations in comparison to depreciations the carbon market effect is shown to be both time and country specific it is particularly strong for the period of eua market shock in early 2006 and differs with respect to the countries where the electricity corporations analysed are headquartered stock market reactions to eua volatility could not be shown

modeling persistence of carbon emission allowance prices this study reexamines the issue of persistence in carbon emission allowance spot prices using daily data and covering the period from 28 2 2007 to 14 05 2014 for this purpose we use techniques based on the concept of long memory accounting for structural breaks and non linearities in the data with both of these aspects potentially affecting the degree of persistence our results indicate that while there is no evidence of non linearity when allowing for structural breaks persistence of shocks to the carbon emission allowance is markedly reduced with the same being transitory in nature for recent sub samples

the forecasting accuracy of implied volatility from ecx carbon options abstract this study analyzes the forecasting accuracy of the implied volatility of options on futures contracts for the delivery of co 2 emission allowances carbon options traded on the european climate exchange we demonstrate that option implied volatility is highly informative about the variance of returns realized over the remaining life of the options it is also directionally accurate in predicting future volatility changes however we also find that implied volatility of carbon options is biased especially for periods of time which do not coincide with the remaining life of the option this suggests that the market has yet to fully mature

economic implications of alternative allocation schemes for emission allowances political feasibility of emission trading systems may crucially depend on the free initial allocation of emission allowances to energy intensive industries in order to ameliorate adverse production and employment effects we investigate the potential trade off between such compensation and economic efficiency for alternative allocation rules where emission allowances are based on either emissions or output based on analytical partial equilibrium and numerical general equilibrium analysis we show that in open trading systems the trade off becomes the more severe the higher the international permit price is whenever the permit price can be considered exogenous to firms or industries the output based allocation rule is distinctly less costly than the emission based rule to preserve output and employment in energy intensive sectors the reason is that emission based allocation of allowances not only provides an implicit output subsidy but also lowers the effective price of emission inputs to regulated firms emissionbased allocation is particularly expensive towards higher international permit prices where the implicit subsidies to emission use in energy intensive sectors produce drastic efficiency losses since they imply high expenditures for carbon permit imports rather than high net revenues from efficient carbon permit exports

rents in the european power sector due to carbon trading abstract the european union emissions trading scheme eu ets has imposed a price on the allowances for co2 emissions of electricity companies integrating this allowance price into the price of electricity earns a rent for companies who have received these allowances for free during phase i 2005 2007 rents corresponding to the aggregate value of allocated allowances amounted to roughly 13 billion per year however due to the specific price setting mechanism in electricity markets true rents were considerably higher this is due to the fact that companies also that have not received any allowances gain additional infra marginal rents to the extent that their variable costs are below the new market price after inclusion of the allowance price producers with low carbon emissions and low marginal costs thus also benefit substantially from carbon pricing this paper develops a methodology to determine the specific interaction of the imposition of such a co2 constraint and the price setting mechanism in the electricity sector under the assumption of marginal cost pricing in a liberalized european electricity market the article thus provides an empirical estimate of the true total rents of power producers during phase i of the eu ets 2005 2007 the eu ets generated in phase i additional rents in excess of 19 billion per year for electricity producers these transfers are distributed very unevenly between different electricity producers in a second step the paper assesses the impact of switching from free allocation to an auctioning of allowances in 2013 we show that such a switch to auctioning will continue to create additional infra marginal rents for certain producers and will leave the electricity sector as a whole better off than before the introduction of the eu ets

optimal lending contracts and firm dynamics we develop a general model of lending in the presence of endogenous borrowing constraints borrowing constraints arise because borrowers face limited liability and debt repayment cannot be perfectly enforced in the model the dynamics of debt are closely linked with the dynamics of borrowing constraints in fact borrowing constraints must satisfy a dynamic consistency requirement the value of outstanding debt restricts current access to short term capital but is itself determined by future access to credit this dynamic consistency is not guaranteed in models of exogenous borrowing constraints where the ability to raise short term capital is limited by some prespecified function of debt we characterize the optimal default free contract which minimizes borrowing constraints at all histories and derive implications for firm growth survival leverage and debt maturity the model is qualitatively consistent with stylized facts on the growth and survival of firms comparative statics with respect to technology and default constraints are derived borrowing constraints are an important determinant of firm growth and survival 1 such constraints may arise in connection to the financing of investment opportunities faced by firms or temporary liquidity needs such as those required to survive a recession this paper develops a theory of endogenous borrowing constraints and studies its implications for firm dynamics in our model debt is constrained by the firm s limited liability and option to default a lending contract specifies an initial loan size future financing and a repayment schedule the choice of these variables in turn determines future growth the firm s future borrowing capacity and its ability and willingness to repay hence borrowing constraints and firm dynamics are jointly determined we study this dynamic design problem our model builds on thomas and worral s 1994 model of foreign direct investment at time zero a risk neutral borrower firm or entrepreneur has a project which requires a fixed initial set up cost every period the project yields revenues that increase with the amount of 1 there is considerable evidence suggesting that financing constraints are important determinants of firm dynamics gertler and gilchrist 1994 argue that liquidity constraints may explain why small manufacturing firms respond more to a tightening of monetary policy than do larger manufacturing firms perez quiros and timmermann 2000 show that in recessions smaller firms are more sensitive to the worsening of credit market conditions as measured by higher interest rates and default premia evans and jovanovic 1989 show that the liquidity constraints are essential in the decision to become an entrepreneur fazzari hubbard and petersen 1988 among others view financial constraints as an explanation for the dynamic behaviour of aggregate investment and cabral and mata 1996 are able to fit reasonably well the size distribution of portuguese manufacturing firms by estimating a simple model of financing constraints for surveys see hubbard 1998 and stein 2003

the dynamic linkage effect between energy and emissions allowances price for regional emissions trading scheme pilots in china abstract china s emissions trading scheme cets pilots are emerging and fragmented markets these emissions allowances markets may exhibit a different fundamental price process from the european union s eu and the united states us emissions trading scheme ets the dynamic linkage effects between energy and emissions allowances prices are investigated for regional ets pilots in china using cointegration techniques the empirical results confirm that in the long run coal oil and natural gas prices are the main determinant factors of regional emissions allowances prices except for the second phase beijing ets pilots however their long run cointegration relationships in the beijing and shanghai pilots are not exactly in line with the guangdong and hubei pilots in the short run the changes in oil and natural gas prices in the second phase beijing ets pilot the natural gas prices in the shanghai ets pilot and the coal prices in the hubei ets pilot are found to have significant effects on regional emissions allowances prices in china finally regional energy pricing inefficiency regional emissions trading market overreaction and their inefficient fundaments may provide major obstacles in reducing the effectiveness of the fossil energy price pass through to emissions allowances prices in regional ets pilots

international emission permit markets with refunding we propose a blueprint for an international emission permit market such as the eu trading scheme each country decides on the amount of permits it wants to offer a fraction of these permits is grandfathered the remainder is auctioned revenues from the auction are collected in a global fund and reimbursed to member countries in fixed proportions we show that international permit markets with refunding lead to outcomes in which all countries tighten the issuance of permits and are better off compared to standard international permit markets if the share of grandfathered permits is sufficiently small we obtain approximately socially optimal emission reductions

the efficacy of the european union emissions trading scheme depicting the co movement of carbon assets and energy commodities through wavelet decomposition abstract environmental system thresholds have been crossed for a number of dimensions of global environmental pollution such as greenhouse gas emissions under this scenario institutions and corporations are required to implement sustainable policies as a condition for humanity staying within planetary boundaries accordingly the european union created the largest emissions trading scheme in the world with the aim of properly managing corporations carbon dioxide reductions this paper aims to contribute to the literature focused on testing the effectiveness of institutional environmental management policies specifically this research evaluates whether the objectives of the european union emissions trading scheme are partially achieved by analyzing the dynamics of carbon assets and the main energy commodities worldwide this paper provides relevant information both for policy makers and company managers so that contributions towards the common goal of developing a clean energy future and curbing climate change are ameliorated based on wavelet coherence analysis this paper proposes a model free way of estimating the time varying correlations between carbon assets and energy commodities at both high and low frequencies our central results reveal that carbon assets and energy commodities present a changing lead lag behavior at different frequencies the energy commodities lead the european union allowances returns at medium frequencies but the contrary was true for the highest investment horizons this finding should be in line with the goal of significantly reducing emissions because during long cycles if the majority of companies have not switched to cleaner industrial processes they must buy more carbon assets increasing their prices in that case energy commodities would be more expensive because of the energy commodities market behavior during long term horizons with european union allowances lead the certified emissions reductions lead in a negative way most of the energy commodities at medium frequencies thus indicating that investors handling energy commodities oriented portfolios could incorporate the mentioned carbon assets for diversification purposes these specific findings suggest that polluting activities would be more expensive which would provide an incentive to companies to implement environmentally friendly industrial processes the european union emissions trading scheme can result in significant emission reductions and compliance of the european union with the objectives of the kyoto protocol

the impact of the european union emission trading scheme on electricity generation sectors in order to comply with their commitments under the kyoto protocol france and germany participate to the european union emission trading scheme eu ets which concerns predominantly electricity generation sectors in this paper we seek to know if the eu ets gives appropriate economic incentives for an e cient and strong system in line with kyoto commitments because if so electricity producers in these countries should include the price of carbon in their costs functions after identifying the di erent sub periods of the eu ets during its pilot phase 2005 2007 we model the prices of various electricity contracts and look at their volatilities around their fundamentals while evaluating the correlation between the electricity prices in the two countries we finnd that electricity producers in both countries were constrained to include the carbon price in their cost functions during the rst two years of operation of the eu ets during this period german electricity producers were more constrained than their french counterparts and the inclusion of the carbon price in the cost function of electricity generation has been so much more stable in germany than in france furthermore the european market for emission allowances has increased the market power of the historical french electricity producer and has greatly contributed to the partial alignment of the wholesale price of electricity in france with those of germany

pricing emission permits in the absence of abatement abstract if emissions are stochastic and firms are unable to control them through abatement the cap in a permit market may be exceeded or not be reached i derive a binary options pricing formula that expresses the permit price as a function of the penalty for noncompliance and the probability of an exceeded cap under the assumption of no abatement i apply my model to the eu ets where the rapid introduction of the market made it difficult for firms to adjust their production technology in time for the first phase the model fits the data well implying that the permit price may have been driven by firms hedging against stochastic emissions

the maturity structure of corporate debt we provide an empirical examination of the determinants of corporate debt maturity our evidence offers strong support for the contracting cost hypothesis firms that have few growth options are large or are regulated have more long term debt in their capital structure we find little evidence that firms use the maturity structure of their debt to signal information to the market the evidence is consistent however with the hypothesis that firms with larger information asymmetries issue more short term debt we find no evidence that taxes affect debt maturity

cross country evidence on the link between volatility and growth this paper presents empirical evidence against the standard dichotomy in macroeconomics that separates growth from the volatility of economic fluctuations in a sample of ninety two countries as well as a sample of oecd countries the authors find that countries with higher volatility have lower growth the addition of standard control variables strengthens the negative relationship the authors also find that government spending induced volatility is negatively associated with growth even after controlling for both time and country fixed effects copyright 1995 by american economic association

how relevant is volatility forecasting for financial risk management it depends if volatility fluctuates in a forecastable way volatility forecasts are useful for risk management hence the interest in volatility forecastability in the risk management literature volatility forecastability however varies with horizon and different horizons are relevant in different applications moreover existing assessments of volatility forecastability are plagued by the fact that they are joint assessments of volatility forecastability and an assumed model and the results can vary not only with the horizon but also with the assumed model to address this problem we develop a model free procedure for assessing volatility forecastability across horizons perhaps surprisingly we find that volatility forecastability decays quickly with horizon volatility forecastability although clearly of relevance for risk management at the short horizons relevant for say trading desk management may be much less important at longer horizons

energy prices and co2 emission allowance prices a quantile regression approach we use a quantile regression framework to investigate the impact of changes in crude oil prices natural gas prices coal prices and electricity prices on the distribution of the co2 emission allowance prices in the united states we find that i an increase in the crude oil price generates a substantial drop in the carbon prices when the latter is very high ii changes in the natural gas prices have a negative effect on the carbon prices when they are very low but have a positive effect when they are quite high iii the impact of the changes in the electricity prices on the carbon prices can be positive in the right tail of the distribution and iv the coal prices exert a negative effect on the carbon prices

dynamic behavior of co2 spot prices co2 emission allowances are traded nowadays over the counter otc and on exchanges across the european union eu it thus becomes increasingly important for traders of these emission certificates to have a valid co2 spot price model to value potential derivatives in addition co2 emitting companies require an adequate co2 spot price model in order to better assess their production costs and support emissions related investment decisions however sufficient price history is still lacking for the european union emission trading scheme eu ets we therefore present a tractable stochastic equilibrium model reflecting stylized features of the eu ets and analyze the resulting co2 spot price dynamics our main findings are that co2 prices do not have to follow any seasonal patterns discounted prices should possess the martingale property and an adequate co2 price process should exhibit a time and price dependent volatility structure a brief empirical examination regarding market efficiency complements our analysis