valuation of foreign currency options some empirical tests this paper investigates the efficiency of the market for foreign currency options with the help of a modified version of the black scholes model the evidence in the ex post tests is inconsistent with this hypothesis since we find a large number of opportunities for abnormal profits a second set of tests is conducted on an ex ante basis to determine whether these profit opportunities exist even if the execution of the strategy is delayed by one day the evidence from these tests provides more support for the hypothesis of market efficiency

short run exchange rate uncertainty in latin america this paper to obtain an ex ante measure of exchange rate uncertainty in 11 latin american countries as a preliminary issue the purchasing power parity ppp condition is tested using engle and granger two step procedure and johansen method the argument is that exchange rate uncertainty could be lower if ppp holds in the long run the expected exchange rate uncertainty is estimated according to an extended version of the autoregressive conditionally heteroscedastic arch model the results show that the arch adjusment produces more efficient estimates in seven countries and that the acceptance of ppp has little effect on exchange rate uncertainty

state dependent pricing and the dynamics of money and output standard macroeconomic models of price stickiness assume that each firm leaves its price unchanged for a fixed amount of time we present an alternative model in which the pricing decision depends on the state of the economy we find a method of aggregating individual price changes that allows a simple characterization of macroeconomic variables the model produces a positive money output correlation and an empirical phillips curve in addition the impact of monetary shocks depends crucially on the current level of output which points to a natural connection between state dependent microeconomics and state dependent macroeconomics i introduction there is a long tradition in macroeconomics of attributing the real effects of nominal demand shocks to nominal price stickiness in this view if there is no change in prices when nominal demand rises then quantities must bear the burden of adjustment hence nominal price rigidity provides the friction needed for nominal demand shocks to be transmitted to the real economy standard models of this transmission mechanism such as fischer 1977 and taylor 1980 are based on the assumption that each firm leaves its price unchanged for a fixed amount of time the main reason for considering such time dependent pricing rules is their analytic tractability constraining firms to adjust their prices at prespecified times both simplifies the derivation of equilibrium strategies and allows the use of powerful time series techniques to analyze aggregate dynamics the main disadvantage of the timedependent approach is that between price adjustments firms are not allowed to respond even to extreme changes of circumstance this makes it difficult to know whether the qualitative effects of money in these models are the result of nominal rigidities per se or of the exogenously imposed pattern of price changes an alternative approach to modeling price stickiness is to allow the price setting decision to depend on the actual state of the

aggregation and optimization with state dependent pricing a comment a key argument in caplin and leahy 1997 states that the correlation between monetary shocks and output is falling in the variance of the money supply we demonstrate that this conclusion depends on solving for the correlation in the nonstationary state of the model in the stationary state that correlation is initially rising

trade deficit surprises and the ex ante volatility of foreign exchange rates abstract we investigate the effects of us balance of trade deficit announcements on the ex ante volatility of foreign exchange rates specifically we analyze the association between currency option implied standard deviation isds and the surprise component of monthly merchandise trade deficit disclosures our results indicate that larger surprises regardless of their sign are associated with increased currency isds we also find that deficit disclosures regardless of their content temper market uncertainty on average finally we find that larger than expected deficits tend to depreciate the us dollar jel f31

option prices as predictors of equilibrium stock prices the black scholes option pricing model modified for dividend payments is used to calculate jointly implied stock prices and implied standard deviations a comparison of the implied stock prices with observed stock prices reveals that the implied prices contain information regarding equilibrium stock prices that is not fully reflected in observed stock prices the implications of this finding are discussed this study investigates the role of call option prices as predictors of the equilibrium prices of their underlying stocks using the black scholes 3 bs model previous tests of the bs model have shown that the formula is highly successful in explaining the observed market prices of options see black and scholes 2 galai 8 chiras and manaster 6 and macbeth and merville 12 according to the model the option price is a function of the current value of the underlying stock the instantaneous variance of the stock s rate of return the time to maturity of the option the risk free rate of interest and the exercise price of the option 1 given an observed option price and known values of all input parameters to the bs model except the stock price one can determine the price of the underlying stock that equates the observed option price to its calculated value it follows from the underlying logic of the model that the implied price is the value of the underlying stock for which a continuously revised option bond portfolio would be a perfect substitute for the stock hence if options are actually priced according to the model implied stock prices will be the option market s assessment of equilibrium stock values previous empirical studies have assumed that observed stock prices are the relevant stock prices for option valuation however just as stock prices may differ in the short run from one exchange to another i e nyse midwest

the distribution of foreign exchange price changes trading day effects and risk measurement this study investigates the nature of price changes in a variety of major and minor foreign exchange markets the results suggest that the log of price changes over one trading day intervals seems to follow a non normal stable distribution function different measures of location and to lesser extent scale are present for different days of the week dollar denominated price changes are high on mondays and wednesdays and low on thursdays and fridays for all currencies the wednesday thursday result is consistent with the settlement procedures used in foreign exchange transactions in the dollar the friday monday result is consistent with an increase in demand for the dollar prior to the weekend this study offers some previously unavailable results on the nature of price changes in a certain set of speculative markets in particular this is a study of the distributional characteristics of daily and weekly price changes for a number of major and minor foreign exchange markets the results document the existence of non normal stable distributions for price changes in foreign exchange markets these price change distributions differ by day of the week in ways that are only partly attributable to the institutional structure of the market the results of the study are interpreted within the context of understanding how foreign exchange markets operate and within the context of prior studies of stock market data concerned with summarizing the probability distribution of price changes for different intervals including days of the week since bachelier s 1 original treatise that contained the proposition that speculative market prices follow a process that could be described by a normal distribution there have been numerous alternative attempts to describe the stochastic processes which characterize speculative market prices these studies have not resulted in any generalized description of the probability distribution of price changes in such markets indeed the evidence suggests substantial differences in the process among various types of financial instruments the failure to achieve consensus can be traced to the lack of robustness in the statistical procedures employed to estimate processes and to differences in the underlying institutional or economic arrangements which are unique to that market the possibility of differences in the information set used to assess value or differences in technology for transmitting information makes it important to secure additional

efficiency tests of the foreign currency options market based on a new options transactions data base from the philadelphia stock exchange foreign currency options market this paper examines the importance of the effect of nonsynchronous prices and transaction costs on the usual option market efficiency tests the tests conducted are based on the transaction cost adjusted early exercise and put call parity pricing boundaries applicable to the american foreign currency options market the test results show that the put call parity boundary tests are sensitive to both nonsynchronous prices and transaction costs the early exercise boundary tests are sensitive to transaction costs but are not very sensitive to simultaneity of the option price and the underlying spot price under the no transaction costs scenario a large number of early exercise boundary violations is found even when simultaneous spot and option prices are used these violations disappear when actual transaction costs are taken into account

s s pricing in a dynamic equilibrium model with heterogeneous sectors we study the impact of two sided nominal shocks in a dynamic equilibrium macroeconomic model goods complementarity differs across sectors as do the costs of changing prices even when strategic complementarities are equal across the sectors the systematic differences in costs of price adjustment mean nominal shocks have a sizeable impact on aggregate output and prices we exploit certain fundamental properties of markov processes to obtain analytical expressions for the stationary distributions of aggregate output and prices for the case of two sectors

arbitrage tests of the efficiency of the foreign currency options market in this paper the lower boundary excercise price and put call parity conditions for foreign currency options are subjected to empirical testing the tests are directed towards the examination of the hypothesis that the foreign currency option market is efficient the evidence in the ex post tests is inconsistent with this hypothesis since a large number of violations of theoretical conditions are found in the data

explaining government choices for promoting renewable energy abstract many advanced industrialized countries have in recent years experienced a significant expansion of electricity production from renewables yet we know quite little about the dynamics of the underlying policychoices in this area using new data on adoptions and changes in feed in tariff and green certificate schemes in 26 advanced industrialized countries over 20 years we examine both domestic driving forces as well as international determinants the findings suggest that three factors play a particularly important role in pushing countries towards market based support systems characteristics of the existing energy supply system a federalist structure of the political system and eu membership particularly noteworthy is the finding that higher shares of fossil and nuclear energy in the national energy supply as well as higher co 2 intensity of the economy do not as we had expected stand in the way of policies for supporting renewables in electricity production to the contrary they increase the likelihood of a country adopting such policies we also find however that higher economic growth and higher growth in solar and wind energy capacity tend to reduce the political appetite for reforms of existing schemes

is renewable energy a cost effective mitigation resource an application to the spanish electricity market abstract this paper evaluates the net effect of renewable energy policy in spain from 2002 to 2017 and calculates its cost effectiveness in terms of co2 emission reductions in the production of electricity our conclusions indicate that although the phasing out of feed in tariffs reduced the regulatory costs it also limited renewable participation in the electricity market leading to an increased electricity price and higher emissions according to our results the joint effect of i the value of avoided emissions due to renewable energy participation and ii the merit order effect was able to compensate for the regulatory costs subsidies up until 2010 while the sign of the net effect was reversed from 2011 to 2017 finally we find that the economic implications of emission reductions are highly dependent on how the social cost of carbon is measured

predicting currency return volatility abstract standard deviations and elasticity of variance coefficients implied in currency option prices are employed to predict subsequent currency return volatility despite documented variance non stationarity strong predictive relationships are found the predictive accuracies of standard deviations and elasticity coefficients are statistically indistinguishable finally predictive accuracy is invariant to the weighting techniques employed

predicting volatility in the foreign exchange market measures of volatility implied in option prices are widely believed to be the best available volatility forecasts in this article we examine the information content and predictive power of implied standard deviations isds derived from chicago mercantile exchange options on foreign currency futures the article finds that statistical time series models even when given the advantage of ex post parameter estimates are outperformed by isds isds however also appear to be biased volatility forecasts using simulations to investigate the robustness of these results the article finds that measurement errors and statistical problems can substantially distort inferences even accounting for these however isds appear to be too variable relative to future volatility it is widely believed that the volatility implied in option prices is the market s best estimate of future volatility after all if it were not one could devise a trading strategy that could generate profits by identifying mispriced options the purpose of this article is to investigate the information content and predictive power of volatility implied in options on foreign currencies the paper focuses on options on currency futures traded on the chicago mercantile exchange cme because of the depth and liquidity of cme futures and options traded side by side in the same market implied standard deviations isds allow for clean tests of the predictive power of implied volatilities early studies of the information content of isds have generally found that these contain substantial information for future volatility latane and rendleman 1976 chiras and manaster 1978 and beckers 1981 for example regress future volatility on the weighted implied volatility across a broad sample of chicago board options exchange cboe stocks and find that options contain volatility forecasts that are more accurate than historical measures 1 these studies performed shortly after the 1973 beginning of the cboe option market could only use a relatively short time span and therefore focused on cross sections rather than time series predictions

further results on the constant elasticity of variance call option pricing model the black scholes 4 call option model is a member of the class of constant elasticity of variance call option models proposed by cox 6 while the black scholes model assumes that the volatility or instantaneous variance of return is constant through time the other members of the class allow the volatility to change with the stock price this property is of interest because empirical evidence suggests that returns to common stock are heteroscedastic and also that volatilities implied from the black scholes model and market prices of call options are not constant

a study of diffusion processes for foreign exchange rates abstract the nature of the stochastic process generating the time path of foreign exchange rates plays an important role in dynamic theories of international financial economics an important consideration in this stochastic process is the relationship between currency return variances and exchange rate levels using five years of daily data separated into quarterly intervals this study demonstrates that currency return variances depend on exchange rate levels and the dependency is unstable intertemporally thus these empirical results contradict the assumption of stable log normal distribution and the more general assumption of constant elasticities of variances for elasticity coefficients ordinary least squares estimates are compared to maximum likelihood estimates the maximum likelihood estimator clearly is superior implications of these results for models of foreign exchange rates are discussed

implied spot rates as predictors of currency returns a note currency call option transactions data and the black scholes option pricing model as modified by merton for continuous dividends and as adapted to currency options by biger and hull and by garman and kohlhagen are used to imply spot foreign exchange rates the proportional deviation between implied and simultaneously observed spot rates is found to be a direct and statistically significant determinant of subsequent returns on foreign currency holdings after controlling for interest rate differentials further an ex ante trading rule reveals that the additional information contained in implied rates often is sufficient to generate significant economic profits manaster and rendleman 18 in a recent study of the informational efficiency of the u s stock market investigate the ability of call option prices to predict through implied stock prices the equilibrium values of their underlying common stocks in an ex post test manaster and rendleman find that closing option prices contain information beyond that reflected in closing stock prices due to data synchronization problems however these authors are unable to distinguish whether these results reflect superior or simply more recent information in an ex ante test manaster and rendleman are unable to reject the null hypothesis of no additional information content in implied stock prices bhattacharya 1 employing synchronized transactions data finds that option prices possess information not contained in contemporaneous stock prices although it is not clear whether the value of this information exceeds associated trading costs jennings and starks 15 provide evidence supporting the stock options market s role in determining equilibrium stock prices specifically jennings and starks examine stock price adjustments to quarterly earnings announcements using samples of firms with and without listed options and find that nonoption firms require substantially more time to adjust similar to stock options the possibility exists that foreign currency options contain information beyond that represented in their underlying market spot exchange rates this study extends the manaster and rendleman methodology to call options on foreign exchange to investigate empirically this possibility specifically this is accomplished by testing whether daily exchange rates that are implied from currency option prices and a version of the black and scholes 3 option pricing model opm contain information that may be employed to signal profitable trading strategies in foreign exchange currency option transactions data are supplied by the philadelphia stock exchange phlx results

economic theory and the world of practice a celebration of the s s model it was the question of how best to balance the costs of ordering and of running out of stock against the costs of holding excess inventory that inspired kenneth arrow theodore harris and jacob marschak to introduce the s s model in 1951 in this celebratory article we show how this model not only answered important practical questions but also opened the door to a quite startling range of important and challenging follow up questions many of great practical importance and analytic depth the s s model has become one of the touchstone models of economics opening new vistas of applied economic theory to all who internalize its structure today it is universally applied to solve questions faced in inventory control the core model elements uncertainty and fixed costs of adjustment are ubiquitous which has resulted in its becoming the general purpose economic model of discrete adjustment the s s model has also become a profound source of inspiration for macroeconomists seeking to understand the role that discrete microeconomic adjustments play in macroeconomic fluctuations looking forward we foresee rapid growth in the use of s s modeling to aid households making complex and costly financial decisions such as when and how to terminate a mortgage in the projected era of household operations research new modeling challenges will arise due to enriched feedback from the world of practice

option pricing when the variance is changing the monte carlo method is used to solve for the price of a call when the variance is changing stochastically

on jump processes in the foreign exchange and stock markets exchange rates exhibit systematic discontinuities even after allowingfor conditional heteroskedasticity in the diffusion process the results are much more significant in theforeign exchange market than in the stock market which suggests differences in the structure of these markets finally this jump component is shown to explain some of the empirically observed mispricings in the currency options market the objective of this article is to analyze and compare the empirical distribution of returns in the stock market and in the foreign exchange market there are a number of reasons why a better understanding of the stochastic processes driving prices in these markets would be useful many financial models rely heavily on the assumption of a particular stochastic process while relatively little attention is paid to the empirical fit of the postulated distribution as a result models like option pricing models are applied indiscriminately to various markets such as the stock market and the foreign exchange market when the underlying processes may be fundamentally different the foreign exchange market for instance is characterized by active exchange rate man

short run fluctuations in foreign exchange rates evidence from the data 1973 1979 abstract the paper examines the statistical properties of daily changes in foreign exchange fx rates for nine currencies it finds that these changes are leptokurtotic i e have long tailed and sharp peaked histograms the evidence suggests that this leptokurtosis does not arise from an underlying paretian stable distribution nor from a stationary mixture of normal distributions but rather from normal processes with time varying parameters this finding casts doubt on the validity of many standard techniques t stats arima methods some moving statistics for estimating the time varying parameters are also presented

conditional volatility and the informational efficiency of the phlx currency options market abstract the relative performance of implied and historical volatility predictors is compared for four exchange rates from 1985 to 1991 for three currencies arch models estimated up to 1989 show that phlx implied volatilities provide specifications for daily conditional variances which can not be significantly improved by using past returns this result is consistent with the informational efficiency of the philadelphia currency options market out of sample forecasts of the average volatility over four week periods are evaluated for 1990 and 1991 once more the implied predictors are superior to historical predictors

tests of an american option pricing model on the foreign currency options market this paper tests the ability of the american option pricing model proposed by parkinson 18 or mason 14 to explain the pricing of the foreign currency options traded on the philadelphia stock exchange from february 28 1983 to march 26 1985 we find that the model underprices out of the money options relative to at the money and in the money options this relative underpricing is driven by an underpricing of out of the money call options of short maturity in addition the degree of relative mispricing for most categories of options is shown to be a decreasing function of the time to maturity of the options longer maturity options appear to trade at similar levels of implied volatility whether they are in at or out of the money most of these biases appear consistent with the fact that the underlying spot currency rate follows a mixed jump diffusion process as described in 17

aggregation and optimization with state dependent pricing the literature on the aggregation of s s policies has ignored the impact of aggregate behavior on the individual s optimization problem in the case of pricing the feedback effects are clear not only do pricing strategies determine the evolution of the price level but the evolution of the price level also influences the optimal pricing strategies in this paper we provide a consistent treatment of aggregation and optimization we use this model to analyze three issues in the menu cost pricing literature the relationship between strategic complementarity and the real effects of money the relationship between the variance of the money supply and the correlation between money and output and the relationship between the cost of price adjustment and the size of price adjustment questions concerning the dynamics of aggregate variables such as prices employment investment and consumption represent the core of business cycle analysis one striking feature of these variables is the radical difference between properties of these aggregates and the nature of the individual behavior that underlies them the behavior of a firm s prices investment and employment and the behavior of an individual s consumption all involve frictional elements that lead to discrete adjustment at the microeconomic level heterogeneity among individuals however tends to smooth the behavior of the corresponding aggregates in recent years a large body of research has developed to examine the manner in which microeconomic frictions influence aggregate dynamics one of the centerpieces of this research has been the s s model developed by arrow harris and marschak 1951 the key element of this model is the state dependence of individual decisions agents act when a state variable crosses some critical threshold which balances the cost and benefits of adjustment the aggregate implications of this form of microeconomic behavior have been analyzed by blinder 1981 caplin 1985 and mosser 1991 in the context of inventory dynamics by caplin and spulber 1987 caballero and engel 1991 1993 and caplin and leahy 1991 in the context of prices and by bertola and caballero 1990 caballero 1993 and eberly 1994 in the context of con sumer durables one of the most limiting aspects of these models is that they focus exclusively on the impact that microeconomic inertia has on aggregate dynamics they 1we would like to thank michael harrison loannis karatzas john leahy sr andreu mas colell a co editor and four anonymous referees for helpful discussions and comments and the national science foundation and the sloan foundation for financial support

renewable electricity in europe abstract renewable energy use is growing at a much faster pace than the rest of the economy in europe and world wide this and the dramatic oil price increases in 2005 have lead to a remarkable re evaluation of the renewable energy sector by politics and financing institutions despite the fact that there are still discrepancies between the european union and the usa how to deal with climate change renewable energies will play an important role for the implementation of the kyoto protocol and the world wide introduction of tradable green certificates apart from the electricity sector renewable energy sources for the generation of heat and the use of environmental friendly bio fuels for the transport sector will become more and more important in the future

forward exchange rates as predictors of future spot rates and the efficiency of the foreign exchange market abstract the theory of informationally efficient markets emit is applied to the foreign exchange market and some of its operational implications are illustrated the emit is joined with alternative models of the equilibrium return on the foreign exchange market the pure expectations hypothesis the modern theory and tentative formulations of return as a function of risk the alternative joint hypotheses are rejected by the data but this does not necessarily imply the rejection of emit the rejection may be due to the inadequacies of the equilibrium return models used notwithstanding the fact that the risk premium has been captured to a certain extent in the empirical tests and the evidence against the emit weakened

social acceptance of renewable energy sources a review of contingent valuation applications abstract this paper presents a literature review addressing the public acceptance of renewable energy as a replacement for fossil fuels in electricity production this review was motivated by the global tendency for a substitution of conventional fuels by renewable energy sources res during the global financial crisis it studies research on the preferences and attitudes of local communities towards investments in renewable energy projects and their perception of the use of new energy technologies in their daily lives through various case studies worldwide an effort is made to identify the parameters that influence consumers energy behaviour together with their interest or lack thereof in the environmental impact of using fossil fuels to produce energy and their willingness to reduce it applications of contingent valuation are examined which are employed to analyse public attitudes towards the use of res for electricity production willingness to pay is observed to be correlated to socioeconomic characteristics including education interest in environmental issues and knowledge of res finally the profile of a typical green energy consumer and appropriate policy paths for the penetration of res into the energy market are outlined

risk adjusted financial costs of photovoltaics recent research shows significant differences in the levelised photovoltaics pv electricity cost calculations the present paper points out that no unique or absolute cost figure can be justified the correct solution is to use a range of cost figures that is determined in a dynamic power portfolio interaction within the financial scheme support mechanism and industry cost reduction the paper draws attention to the increasing role of financial investors in the pv segment of the renewable energy market and the importance they attribute to the risks of all options in the power generation portfolio based on these trends a former version of a financing model is adapted to project the energy mix changes in the eu electricity market due to investors behaviour with different risk tolerance aversion the dynamic process of translating these risks into the return expectation in the financial appraisal and investment decision making is also introduced by doing so the paper sets up a potential electricity market trend with the associated risk perception and classification the necessary risk mitigation tasks for all stakeholders in the pv market are summarised which aims to avoid the burden of excessive risk premiums in this market segment

price changes of related securities the case of call options and stocks this paper tests the hypothesis that option prices contain information not reflected in con temporaneous stock prices an options transactions data base is used for the purpose the evidence suggests that the magnitude of anticipation of stock prices by option prices is insufficient to overcome the bid ask spread for intra day holding periods implications of the profits in the overnight holding periods are discussed

combining feed in tariffs and net metering schemes to balance development in adoption of photovoltaic energy comparative economic assessment and policy implications for european countries abstract in the last fifteen years europe has been involved in the major development of photovoltaic pv solar energy the kyoto protocol requirements and the european union eu directives to promote the use of renewable energy sources res together with environmental policies introduced for the development and use of alternative energies have generated a large number of market opportunities for this sector differences in the application of energy policies have caused significant imbalances in electricity systems and distortion of electricity prices the main concern of governments is to define the support schemes to be used and how to combine them in the most profitable manner the aim of this paper is to provide a comparative cost effectiveness assessment using feed in tariffs fit and net metering nm schemes in some representative eu countries the authors have developed an economic model to evaluate the profitability of pv projects combining these support schemes results show not only the circumstances under which solar energy is economically profitable but also the kind of pv systems locations minimum levels of tariff prices and specific combination of support schemes that should be promoted

energy planning and modern portfolio theory a review abstract modern portfolio theory mpt stands as a widely accepted methodology to meet the challenges associated with the definition of energy planning for a particular territory or region energy planning is thus framed as an investment selection problem mpt is characterized by having a wider capacity and conceptual richness than the other previously used methodologies such as the individual least cost alternative the portfolio approach is based on solving for an objective function that seeks to minimize either the cost or the risk of the portfolio subject to different constraints considering that real electricity generation assets can be defined in terms of cost or return and economic risk for each alternative technology the relevant portfolios are the result of solving the optimization model to determine the efficient cost risk frontier the work presented here consists of an exhaustive review of the literature in relation to the application of mpt methodology to the field of energy planning and electricity production a new classification is proposed from a financial perspective of the selection of investments from the preceding studies it delves deeper into the explanation of the limits to the methodology and into the concept of risk which is key from both a financial and an energy perspective the main methodological contributions found in the literature are examined that are aimed at improving the capacity of the model and adjusting it to the reality of the electricity market finally conclusions are provided from the works analyzed in terms of renewable technologies and the policy implications derived from them in most studies a preference has been shown for the inclusion of renewable technologies in the efficient portfolios however in order to implement the decision to increase the share of renewable technologies greater flexibility in the interconnection capacity between states and in storage capacity is needed

standard deviations implied in option prices as predictors of future stock price variability abstract standard deviations implied in option prices have recently been introduced as being better than average predictors of future stock price variability this article specifically studies the predictive ability of implicit standard deviations taking into account the dividend problem and the problem of optimal weighting schemes of the standard deviations when there are several options on the same stock transaction data information was used to study the importance of non simultaneities in observing stock and option prices

energy environmental and economic effects of renewable portfolio standards rps in a developing country abstract this paper analyses the potential of renewable energy for power generation and its energy environmental and economic implications in pakistan using a bottom up type of long term energy system based on the markal framework the results show that under a highly optimistic renewable portfolio standard rps of 80 fossil fuel consumption in 2050 would be reduced from 4660 pj to 306 pj and the ghg emissions would decrease from 489 million tons to 27 million tons nevertheless price of the electricity generation will increase significantly from us 47 mwh under current circumstances in the base case to us 86 mwh under rps80 however the effects on import dependency energy mix diversity per unit price of electricity generation and cost of imported fuels indicate that it may not be desirable to go beyond rps50 under rps50 in 2050 fuel consumption of the power sector would reduce from 21 under the base case to 9 of total fossil fuels supplied to the country it will decrease not only ghg emission to 170 million tons but also will reduce import dependency from 73 under the base case to 21 and improve energy diversity mix with small increase in price of electricity generation from us 47 mwh under the base case to us 59 mwh under rps 50

the european low carbon mix for 2030 the role of renewable energy sources in an environmentally and socially efficient approach abstract the european union s commitment to increase the presence of renewable energy sources in its portfolio has resulted in better levels of security of supply competitiveness and environmental sustainability this proposed work reviews european legislation regarding the promotion of renewable energy sources as well as the bibliography that applies portfolio theory methodology to energy policy this double revision gives rise to the question whether the share limits of renewable energy technologies anticipated for the european power mix in 2020 and 2030 are actually efficient the optimization model corrects for the attractiveness of renewable energy sources as opposed to conventional sources in terms of costs risks and pollutant gas emissions this model successfully and explicitly identifies the positive effect on the environment that is represented by the inclusion of renewable energy sources in the portfolio the goal is to minimize the cost and risk that society must bear to produce electricity in addition to compliance with european pollutant gas co2 so2 nox and pm objectives the results for 2020 indicate that the eu would not be able to reach its emissions reduction goals with the anticipated shares of renewable energy sources in 2030 achieving a lower emissions portfolio would not mean taking on greater costs although it would be necessary to assume a greater level of risk the anticipated shares of renewable energy sources 5 and fossil fuel technologies 15 would be overdimensioned in the forecasts analyzed in terms of technologies both nuclear and wind energy stand out both with shares above 20 on the contrary biomass and solar photovoltaic energies would be unnecessary in order to reach efficiency in any case one thing is clear the eu would be the master of its energy future if it prioritizes the importance of renewable energy sources in its efficient portfolio