robust portfolio optimization for electricity planning an application based on the brazilian electricity mix one of the major challenges of today s policy makers and industry strategists is to achieve an electricity mix that presents a high level of energy security within a range of affordable costs and environmental constraints bearing in mind the planning of a more reliable electricity mix the main contribution of this paper is to consider parameter uncertainties on the electricity portfolio optimization problem we assume that the expected and the covariance matrix of the costs for the different energy technologies such as gas coal nuclear oil biomass wind large and small hydropower are not exactly known we consider that these parameters belong to some uncertainty sets box ellipsoidal lower and upper bounds and convex polytopic three problems are analyzed i finding a energy portfolio of minimum worst case volatility with guaranteed fixed maximum expected energy cost ii finding an energy portfolio of minimum worst case expected cost with guaranteed fixed maximum volatility of the energy cost iii finding a combination of the expected and variance of the cost weighted by a risk aversion parameter these problems are written as quadratic second order cone programming socp and semidefinite programming sdp so that robust optimization tools can be applied these results are illustrated by analyzing the efficient brazilian electricity energy mix considered in losekann et al 2013 assuming possible uncertainties in the vector of expected costs and covariance matrix the results suggest that the robust approach being by nature more conservative can be useful in providing a reasonable electricity energy mix conciliating co2 emission risk and costs under uncertainties on the parameters of the model

purchase bidding strategies of an energy coalition with demand response capabilities the implementation of demand response programs drp has gained interest as a means to alleviate energy consumption during peak hours two explanations account for the success of such programs which involve both utilities and electricity consumers with the latter often organized into coalitions the system operator meets its goal of reducing the load peak simultaneously electricity consumers achieve economic benefits when reducing consumption during peak hours in this paper a monte carlo based algorithm has been proposed for the formulation of multiple purchase offers in the day ahead energy market daem by coalitions in which consumers vary in their sensitivity to drp manifesting different responsiveness to hourly tariffs based on the hourly market clearing prices being able to monitor how coalition members use air conditioning in the presence of variable hourly energy tariffs the coordinator can then define a purchase bidding strategy depending on how price sensitive the coalition is simulation results show that the presence of a price sensitive demand leads not only to a subsequent reduction in energy prices during peak hours but also leads to a decrease in their inter hour volatility

forward contracts for the operation of an electricity industry under spot pricing a study is reported of the use of forward contracts as risk instruments for electricity industries operating under spot pricing forward contracts involve financial transactions or commitments which relate to a physical trade at a later time instance price setting and appropriate participant responses are discussed simulation studies are used to demonstrate that forward contracts offer participants an opportunity to reduce their risk exposure without removing the incentive to respond to higher spot prices

the dynamics of real estate prices institute of university of i business and v california at i economic research berkeley fisher center for real estate and urban economics p working paper series working paper no 88 151 the dynamics of real estate prices by these papers are preliminary in nature their purpose is to i e z i d 2f iz e ey bradford case are nottobccited ortluotedin john mq quigley any publication without the ex press permission of the author walter a haas school of business

valuing english primary schools this paper provides the first empirical evidence for the uk on the effect of primary school performance on property prices we find that on average a one percentage point increase in the neighbourhood proportion of children reaching the government specified target grade pushes up neighbourhood property prices by 0 67 at 2000 property prices we calculate the social valuation of a sustained 1 improvement in primary school performance to be up to 90 per child per year our instrumental variable and semi parametric approach avoids the problems of school quality endogeneity and omitted neighbourhood variables that occur in typical property value models

examining the global environmental impact of regional consumption activities part 2 review of input output models for the assessment of environmental impacts embodied in trade this paper offers a detailed review of recently described single and multi region input output models used to assess environmental impacts of internationally traded goods and services it is the second part of a two part contribution in part 1 turner k lenzen m wiedmann t and barrett j in press examining the global environmental impact of regional consumption activities part 1 a technical note on combining input output and ecological footprint analysis ecological economics we describe how to enumerate the resource and pollution content of inter regional and inter national trade flows with the aim to illustrate an ideal accounting and modelling framework for the estimation of ecological footprints a large number of such environment economic models have been described but only in the last few years models have emerged that use a more sophisticated multi region multi sector input output framework this has been made possible through improvements in data availability and quality as well as computability we identify six major models that employ multi sector multi region input output analysis in order to calculate environmental impacts embodied in international trade results from the reviewed studies demonstrate that it is important to explicitly consider the production recipe land and energy use as well as emissions in a multi region multi sector and multi directional trade model with global coverage and detailed sector disaggregation only then reliable figures for indicators of impacts embodied in trade such as the ecological footprint can be derived

genco s integrated trading decision making to manage multimarket uncertainties fossil fuel generation companies gencos trade in multiple uncertain energy markets fuel and carbon markets on upstream side while electricity market on downstream side global economic and environmental benefits lead these markets to pursue overlapping goals making them highly interactive gencos may identify optimal trading strategies for upstream and downstream trading in an integrated framework to manage an overall secure and profitable position further severe unpredictability of energy market prices may necessitate a genco to make trading plans which perform better meeting its goals under severe uncertainty of involved markets this paper proposes information gap decision theory igdt based approach to select three interrelated trading portfolios in an integrated framework results from a realistic case study provide a comprehensive decision insight to address risk averse and risk seeking behavior of genco explicitly highlighting importance of co variation in prices of interactive markets

the costs of urban property crime this paper estimates the impact of recorded domestic property crime on property prices in the london area crimes in the criminal damage category have a significant negative impact on prices a one tenth standard deviation decrease in the local density of criminal damage adds 1 to the price of an average inner london property burglaries have no measurable impact on prices even after allowing for the potential dependence of burglary rates on unobserved property characteristics one explanation we offer here is that vandalism graffiti and other forms of criminal damage motivate fear of crime in the community and may be taken as signals or symptoms of community instability and neighbourhood deterioration in general

identifying the environmental support and constraints to the chinese economic growth an application of the emergy accounting method abstract the economy of china keeps increasing at high rate although a bit slower recently than in the past due to the international economic turmoil the chinese economic performance affects the world economy in many ways from increased primary resource and commodity imports to a more active financial role of china worldwide not unexpectedly several and diverse environmental problems are coupled with economic growth linked to resource availability competition for energy resources and the overall carrying capacity of the environment as a source and a sink monodimensional assessments of either economic growth or environmental aspects are unlikely to provide the needed understanding of development opportunities and potential environmental loading we suggest in this paper an assessment of the evolution of chinese economy based on the emergy accounting method developed by h t odum in the eighties and further refined more recently the emergy approach is being increasingly applied worldwide and in china as well to study individual production processes sectors and whole economies and provides a comprehensive picture of the interaction of economic growth and the environment much useful for economic and environmental policy making a set of emergy based performance indicators was calculated with reference to the year 2009 and compared with previous studies from literature by means of a standardization procedure to ensure consistency the 2009 national emergy gdp ratio an indicator of the emergy investment per unit of economic product generated has been calculated respectively as 8 61e 11 solar equivalent joules yuan rmb equivalent to 5 88e 12 sej us showing a decreasing trend from 1975 up to date similar to other countries over their development path the emergy sustainability index esi an aggregate measure of economic performance and environmental load also shows a decreasing trend signaling that the chinese economic development is strictly coupled to non negligible environmental stress and lower sustainability

beyond implicit prices recovering theoretically consistent and transferable values for noise avoidance from a hedonic property price model using a two stage hedonic pricing methodology we estimate a system of structural demand equations for different sources of transport related noise in the first stage we identify market segments using model based clustering techniques and estimate separate hedonic price functions hpfs for each segment in so doing we show how a semiparametric spatial smoothing estimator outperforms other standard specifications of the hpf in the second stage we control for non linearity of the budget constraint and identify demand relationships using techniques that account for problems of endogeneity and censoring of the dependent variable our estimated demand functions provide welfare estimates for peace and quiet that we believe to be the first derived from property market data in a theoretically consistent manner

econometric issues in hedonic price indices the case of internet service providers researchers in hedonic studies frequently encounter the problems of the choice of functional forms the use of pooled regression using time dummies vs period to period regression and the unit of measurement of the product this article examines these issues through the study of internet service providers in canada from 1993 to 2000 a series of tests are employed to evaluate the best procedure we find that the commonly used log linear equation with period to period regression and hourly rate charged gives a robust result compared with the more flexible translog function the quality adjusted price index declines at about 15 per year

evolution toward standardized market design the evolution toward the standardized market design smd is presented in this paper with references to the market developments in new zealand australia pjm iso ne and ercot in the development of market designs two main objectives market liquidity facilitating bilateral trading and pricing efficiency facilitating congestion management have been pursued the efforts to balance the seemingly conflicting objectives led to most markets designed with a uniform or zonal pricing model introduction of locational marginal pricing and evolution of transmission rights from physical to financial form made it possible to harmonize the potentially conflicting goals in a market design the close coupling between energy and ancillary services requires that markets for these commodities be carefully coordinated different operational practices and reliability standard requirements have led to major differences in ancillary service market designs

uncovering resource losses and gains in china s foreign trade abstract natural resource storages and flows play an important role in economic and social processes in this paper we explore the trade of primary commodities between china and its main trade partners during the years 2000 and 2008 emergy accounting is used to assess the environmental support associated with the resources exchanged mass emergy and financial capital export to import ratios confirm that economy level trade advantages should not just rely on capital flow a holistic evaluation of the trade process including resource environmental value should be performed to identify trade balance and stability results show that while china s imports monetary value is much larger than exports monetary value china receives more emergy environmental support in trade than it gives benefiting from the ability of primary resources to drive its economy developed economies characterized by a low emergy to money ratio gain more from trade of primary commodities with china developing and underdeveloped economies with higher emergy to money ratio lose in the environmental support balance to china indicating the existence of a potentially unsustainable trade imbalance

hedonic price indexes for residential housing a survey evaluation and taxonomy every house is different it is important that house price indexes take account of these quality differences hedonic methods which express house prices as a function of a vector of characteristics such as number of bedrooms and bathrooms land area and location are particularly useful for this purpose i consider here some developments in the hedonic methodology as it is applied in a housing context that have occurred in the last three decades a number of hedonic house price indexes are now available however it is often difficult to see how these indexes relate to each other for this reason i attempt to impose some structure on the literature by developing a taxonomy of hedonic indexes and then show how existing indexes fit into this taxonomy also discussed are some promising areas for future research in the hedonic field in particular greater use needs to be made of spatial econometric and nonparametric methods to exploit the increased availability of geospatial data the main criticisms of the hedonic approach are evaluated and compared with those of the repeat sales and stratified median methods the overall conclusion is that the advantages of the hedonic approach outweigh its disadvantages

emergy diagnosis and reflections towards brazilian sustainable development this paper presents an environmental emergy based diagnosis of brazil compared with russia india china south africa and united states reflections on the brazilian sustainable development are presented and discussed based on the evaluations published since 1979 the variation of the emergy per capita for brazil from 1979 to 2007 indicates that the country s growth is tied to the exploitation of non renewable natural resources which do not directly reflect in the welfare of the population the total emergy exported per unit of gross domestic product increased in the period suggesting that the country exports more emergy than that contained in the money received for the exportation with the help of the emergy indices the future development of brazil is explored and discussed the comparison among the brics brazil russia india china and south africa countries and united states indicates that what may be appropriate and usable within one country may not be within another and that to achieve the global sustainability two concomitant actions may occur i the reduction of the total emergy use in developed economies and ii the reduction of indigenous resources exportation in developing economies

financial bilateral contract negotiation in wholesale electricity markets using nash bargaining theory bilateral contracts are important risk hedging instruments constituting a major component in the portfolios held by many electric power market participants however bilateral contract negotiation is a complicated process as it involves risk management strategic bargaining and multi market participation this study analyzes a financial bilateral contract negotiation process between a generation company and a load serving entity in a wholesale electric power market with congestion managed by locational marginal pricing nash bargaining theory is used to model a pareto efficient settlement point the model predicts negotiation outcomes under various conditions and identifies circumstances in which the two parties might fail to reach an agreement both analysis and simulation are used to gain insight regarding how these negotiation outcomes systematically vary in response to changes in the participants risk preferences and price biases

airport expansions and property values the case of chicago o hare airport abstract the paper adds to the empirical literature by providing up to date estimates of the effect of airport noise on property values around one of the world s busiest airports chicago o hare the results indicate that home values were about 9 lower within a 65 db noise contour band of o hare in 1997 opponents of airport expansions argue that increased noise will reduce property values and lower tax bases the results of this paper suggest that aircraft are becoming so much quieter that the airport can be expanded without causing a drop in local property values or tax bases estimates suggest that house prices may rise by as much as 284 6 million in the densely populated area around o hare after a new runway is added to the airport

optimization based generation asset allocation for forward and spot markets one of the most important daily decisions that a genco has to make is to allocate generation assets between the forward and spot markets that is how much capacity should be contracted in the forward market and how much should be kept to bid in spot market this paper focuses on generation asset allocation between monthly forward contracts such as bilateral contracts futures contracts options contracts and daily spot markets considering operating costs and constraints of generating units as well as spot price risk the problem is to find the optimal hedging position based on the known forward price and the forecasted hourly spot prices and is formulated based on the model of pjm market the double dynamic programming method is applied to solve this optimal asset allocation problem with all the short term operating constraints of the generating unit satisfied three types of forward contracts that are commonly used in practice are considered and their impact on generation asset allocation are analyzed and compared the analytic relationship between the optimal contract quantity of a particular type and spot generation is established based on this relationship the applicability and characteristics of a particular type of contract are discussed furthermore with the solution to the generation asset allocation problem as a basis the pricing strategy in the forward market is analyzed a nash game model is established and an iterative process is developed to determine the equilibrium pricing of futures contracts numerical testing shows that the method for the generation asset allocation is effective various factors influencing the decision of generation asset allocation and the relationship between futures contract price and spot price are tested and analyzed

international trade and the sustainability footprint a practical criterion for its assessment a simple and minimal criterion for sustainability is that the value of natural capital plus manufactured capital be not decreasing on the basis of any individual country or region the above simple comparison may be misleading as it does not take account of the production of goods for consumption in other countries regions via international trade in other terms the full environmental footprint of a country may not be properly assessed a method of calculating a weak sustainability criterion has been established for both a closed economy approach and an open economy approach there are significant differences between the open and closed economies measures for several regions particularly the middle east overall global sustainability on this criterion has been positive and increasing using a difference equation approach a further analysis has been made of the average proportional rate of change of global sustainability between 1980 and 1990 and its various regional and structural components have been determined these indicate that most of global sustainability growth can be attributed to western europe other asia and japan particularly through high savings ratios the usa on the other hand has made a very small net contribution to the growth in global sustainability

revisiting china africa trade from an environmental perspective international trade patterns can be seen as ways to redistribute natural resources and manufactured products by means of convergence and divergence pathways in support of production and consumption processes worldwide by making needed resources to potential users individuals and economies trade acts as a driver of resource extraction processing degradation especially if this is facilitated by market dynamics in which prices are determined by contingent factors that have no links to the environmental dynamics of resource generation and do not match the real quality of natural capital and ecosystems services involved a fair trade relationship should take these aspects into proper account in so promoting additional criteria for resource value and as a consequence towards efficient resource use and cleaner production processes a comprehensive cost and benefit evaluation to consider the economic and ecological impacts is therefore a much needed prerequisite for a balanced trade relationship to conduct this evaluation we firstly choose the trade data of china with south africa sudan algeria nigeria egypt and morocco in the years 2001 2004 2008 and 2012 as sample set then we apply the emergy accounting approach to the international trade dynamic between china and above selected african countries to quantify the exchange of natural capital and ecosystem services among partners including resources that support know how and technology exchange as well as to identify benefits and compensation measures that may increase trade balance and equity via the prevention of uncompensated resource exploitation by accounting for the environmental support embodied in traded resources and their capability to support an economic process the emergy approach applied in this study provides a complementary tool to economic evaluation which enables a more comprehensive understanding of trade beyond the monetary terms of trade in terms of the total emergy exchange the investigated african countries with the exception of south africa and sudan receive more emergy from china over the investigated period which appears to suggest a reversal of the typical trend in which industrialized economies exploit african countries and return small or no benefit to their economies however the composition of the emergy trade indicates that china s import from africa is mainly composed of primary products whereas manufactured products dominate its export this composition is likely to promote the chinese economy supporting resource processing and jobs as well as increase the lifestyle of the wealthy fractions of the african population as a result of increased access to consumer goods however in turn it may contribute to heavier pollution in china and certainly does not favor the development of local industry in africa thus more balanced import and export relations and trade structure that simultaneously involves human and natural capital will be helpful to construct a cooperative relationship

strategic bidding in secondary reserve markets electricity markets are based on several sequential energy and reserve trading mechanisms to constantly maintain the balance between generation and demand during the last years reserve markets are getting much importance all around the world with the increasing social awareness of the renewable energy benefits additional reserve quantities and larger remunerations are being implemented by the regulators since this renewable energy is highly dependent on weather conditions uncertainties utilities are therefore demanding more and more powerful models to better optimize their reserve bidding curves to be sent to the system operators this paper describes a new methodology to obtain an optimized real bidding curve for the secondary spinning reserve market the approach is based on the maximization of a company profit assuming a set of residual demand curves scenarios for its competitors representation and considering the day ahead market opportunity cost to build the reserve cost curve the case study validates the main features of the proposed methodology by its application to the spanish secondary reserve market this methodology is being daily used by one of the most important electricity companies in spain

of mice and men automated valuation models and the valuation profession the rise in the use of automated valuation models avms poses questions about the long term survival of the property valuation profession avms provide quick and cheaper valuations which in this v

hedonic imputation and the price index problem an application to housing in this study we show how use of the hedonic imputation method complicates the price index problem in addition to the usual choice between formulas such as fisher and tornqvist the fact that index compilers have some discretion over which prices are imputed implies that it is necessary to choose as well between different varieties of each formula the functional form of the hedonic model must also be taken into account we illustrate the importance of these issues in a housing context using house price data for three regions in sydney over a 3 yr period jel c43 e31 o47 r31

sample selection and biases in local house value indices abstract analysis of cross sectional or intertemporal variations in house values among localities requires reliable house value indices however prior studies applying the hedonic method to transaction data have reported price series that may be biased our paper investigates a possible cause of bias and uses a censored regression technique extended to an intertemporal model to derive an unbiased index we apply our method to 1971 1991 data from the miami florida msa and find evidence in time varying amounts of bias our results suggest that prior studies using the hedonic method and samples consisting only of sold houses have understated the intertemporal variability of house prices

estimating capital asset price indexes this paper introduces an improved procedure for estimating capital asset price indexes we jointly estimate conventional hedonic and repeat sales models via maximum likelihood procedures thereby taking advantage of the unique features of the individual models and using all the data that are available our model captures depreciation within the repeat sales model and accounts for serial correlation in hedonic data the improvement in precision obtained by estimating the joint model is illustrated by smaller standard errors and narrower interval estimates for the resulting price indexes we also carry out a simulation experiment that shows estimation errors significantly smaller using the joint estimation technique than either of the individual models or the gls estimator of case and quigley 1991

a reconsideration of hedonic price indexes with an application to pc s this paper compares hedonic to matched model indexes matched model indexes are averages of the price changes of goods that remain on sampled stores shelves since goods that disappear tend to have falling market values matched model indexes select from the right tail of price changes the bls can construct hedonic indexes that correct for this selection and are justified by standard arguments in an empirical study of pc s hedonics produce sharp price declines while matched model indexes are near zero also though there are modifications to hedonics that seem desirable they are not those in current use

optimization of electricity retailer s contract portfolio subject to risk preferences when an electricity retailer faces volume risk in meeting load and spot price risk in purchasing from the wholesale market conventional risk management optimization methods can be quite inefficient for the management of an electricity contract portfolio in this context we develop a multistage stochastic optimization approach which accounts for the uncertainties of both electricity prices and loads and which permits the specification of conditional value at risk requirements to optimize hedging across intermediate stages in the planning horizons our experimental results based on real data from nordpool suggest that the modeling of price and load correlations is particularly important the sensitivity analysis is extended to characterize the behavior of retailers with different risk attitudes thus we observe that a risk neutral retailer is more susceptible to price related than load related uncertainties in terms of the expected cost of satisfying the load and that a risk averse retailer is especially sensitive to the drivers of the forward risk premium

measuring asset values for cash settlement in derivative markets hedonic repeated measures indices and perpetual futures two proposals are made that may facilitate the creation of derivative market instruments such as futures contracts cash settled based on economic indices the first proposal concerns index number construction indices based on infrequent measurements of nonstandardized items may control for quality change by using a hedonic repeated measures method an index number construction method that follows individual assets or subjects through time and also takes account of measured quality variables the second proposal is to establish markets for perpetual claims on cash flows matching indices of dividends or rents such markets may help us to measure the prices of the assets generating these dividends or rents even when the underlying asset prices are difficult or impossible to observe directly a perpetual futures contract is proposed that would cash settle every day in terms of both the change in the futures price and the dividend or rent index for that day this paper concerns problems in the measurement of asset values or present values problems that if solved may facilitate the creation of new hedging vehicles new cash settled futures options and other derivative financial products the greatest components of world wealth are not hedgeable at all and

financial optimization in the turkish electricity market markowitz s mean variance approach abstract electricity constitutes the input into many products that produced by industry and used by people hence it can be considered as a product or service that has vital importance in human life and economy since it has such special properties of instantaneous production and consumption obligation and unfeasible storage electricity market is not like other markets in a competitive electricity market generation company faces price risks and delivery risks so that risk management is an important part of a generation company and can deeply effect companies profitability this paper focuses on electricity generation asset allocation between bilateral contracts such as forward contracts and daily spot market considering constraints of generating units and spot price risks the problem is to find the optimal portfolio based on known electricity generation total costs bilateral contract prices it employed turkish historical balanced market hourly system marginal and day ahead hourly market prices between of 2006 and 2011 there are limited studies about portfolio optimization in electricity markets in literature and this paper should be considered frontier study taking spot market s hourly prices separately as risky assets markowitz mean variance optimization which is claimed to be the beginning of modern portfolio theory in financial sector is used to demonstrate this approach mean variance optimization has been successfully applied to all cases that modeled for electricity market some suggestions for future work are also listed in this paper

risk assessment in energy trading this paper provides a state of the art summary of risk assessment in energy trading techniques from financial engineering are needed by electric energy companies to manage price risk these tools are needed by suppliers distributors and traders in a competitive electric power marketplace tools that have been adapted to the specific environment of the electric power system include portfolio analysis and hedging instruments this paper provides a comprehensive critical literature survey of what has been applied to date in the power markets and which areas continue to need additional research one example market scenario is used throughout the paper to demonstrate the usefulness of the risk assessment methods

energy and carbon embodied in the international trade of brazil an input output approach abstract all goods and services produced in an economy are directly and or indirectly associated with energy use and according to the type of fuel utilized with co2 emissions as well international trade is an important factor in shaping the industrial structure of a country and consequently in affecting a country s energy use and co2 emissions this study applies input output techniques to the brazilian economy to evaluate the total impacts of international trade on its energy use and co2 emissions a commodity by industry io model in hybrid units energy commodities in physical units and non energy commodities in monetary units is applied to the brazilian economy in 1995 results show that total energy embodied in the exports of non energy goods of brazil equals 831 pj while total carbon embodied is 13 5 mtc these amounts are larger than the relevant amounts embodied in the imports of non energy goods respectively 679 pj and 9 9 mtc these figures are better understood by contrasting them with the total energy use and the corresponding total carbon emissions of the brazilian economy in 1995 estimated by this work 6781 pj and 99 4 mtc respectively this means that international inflows and outflows of energy embodied in non energy goods are in the order of 10 and 12 of the total energy use while inflows and outflows of carbon embodied in non energy goods are approximately 10 and 14 of the corresponding total carbon emissions of the brazilian economy in 1995 the general picture is that brazil is not only a net exporter of energy 153 pj and of carbon 3 6 mtc embodied in the non energy goods internationally traded by the country in 1995 but also that each dollar earned with exports embodied 40 more energy and 56 more carbon than each dollar spent on imports these findings suggest that brazilian policy makers should be concerned about the extra impacts international trade policy may have on energy use and carbon emissions of the country

purchase allocation and demand bidding in electric power markets the purchase allocation problem is one of the most important problems faced by an electric energy service provider under new market environments the optimal purchase allocation problem for dual electric power markets and demand bid generation are discussed in this paper the price volatility is explicitly considered in purchase allocation problems and the sequential nature is modeled by conditional stochastic characteristics an analytical solution for the optimal allocation is derived with given demand and statistical characteristics of the market prices the method for generating demand bids for purchaser based on market allocation and price forecasting is then developed the numerical simulations for market allocation and bid generation are demonstrated based on the actual data of the u s california power market

hedging with futures contracts in a deregulated electricity industry this paper is a statistical study of direct and cross hedging strategies using futures contracts in an electricity market a comparison of the strategies is based on the standard deviation or risk of the values of the hedging positions results indicate that the use of electricity futures contracts is superior to using other related futures contracts such as crude oil

portfolio optimization under lower partial moments in emerging electricity markets evidence from turkey abstract optimization of the electricity markets under modern portfolio theory has a crucial role for financial decision makers power suppliers in deregulated electricity markets need to optimize their generation capacities and bidding strategies so as to effectively participate in bilateral contract and spot markets market players have to deal with continuously changing electricity prices in competitive electricity market environment during their daily routine system operations electricity not like the others is a unique product service and cannot be stored economically however it should be generated and consumed simultaneously in addition to all power suppliers face with fuel price water regime delivery and network risks in view of the scene described above prudent decision making methodologies are of critical importance to maximize profit while minimizing managing risks this paper presents a comprehensive comparison of mean variance down side and semi variance methods for optimization in electricity markets and the corresponding methodologies to maximize the return while minimizing risk real turkish day ahead market data set between december 2009 and december 2012 is used in numerical calculations generation cost data of hydraulic plants lignite coal fired thermal power plants and natural gas combined cycle power plants are taken into consideration in the course of optimization evaluations in the present of real data these methods can also be applied to renewable energy generation types these three methods were able to be applied to all case scenarios effectively and produced efficient frontiers optimal minimal portfolios and utility functions successfully the results have revealed that the methods significantly provide decisions for power suppliers with different risk aversion levels and for various instruments to maximize the profit while minimizing the associated market risks and to meet generation obligations consequently financial optimization under lower partial moments constraints would give notable results in analyzing the efficient frontiers for electricity markets in turkey

environmental support energy security and economic growth in japan this study investigates the resource consumption of japanese society since 1979 and its subsequent effects on the economic output of the nation and the environment in order to quantify resource appropriation and trends in production and consumption the concept of emergy synthesis is employed our results show a significant increase in the total amount of emergy consumed by 66 9 between 1979 and 2003 which comes hand in hand with an increase in the level of environmental stress by 93 7 quantified as the environmental loading ratio on the other hand the emergy required to produce 1 usd of economic output has been gradually decreasing which denotes an increase in the efficiency of the conversion of natural capital into economic output what is most interesting though is the growing dependence of the japanese economy on imported emergy increasingly from developing nations that severely affects the potential for unhindered economic growth this can prove to be a big barrier that could affect the resource security of the japanese economy and render it susceptible to risks associated with access to natural resources which in turn can jeopardise its long term economic sustainability

hedonic price indexes with unobserved product characteristics and application to personal computers we show that hedonic price indexes may be biased when not all product characteristics are observed we derive two primary sources of bias the first source is a classical selection problem that arises due to changes over time in the values of unobserved characteristics the second comes from changes in the implicit prices of unobserved characteristics next we show that the bias can be corrected for under fairly general assumptions using extensions of factor analysis methods we test our methods empirically using a new comprehensive monthly dataset for desktop personal computer systems for these data we find that the standard hedonic index has a slight upward bias of approximately 1 4 per year we also find that omitting an important characteristic cpu benchmark causes a large bias in the index with standard methods but that this bias is essentially eliminated when the proposed correction is applied

china usa trade indicators for equitable and environmentally balanced resource exchange abstract trade needs to be evaluated by more comprehensive indicators that complement market based economic value the emergy accounting ema method proved to be a valuable tool to help address trade complexity by means of environmental quality oriented indicators ema is used in this paper to evaluate the environmental and resource flows involved in china united states usa trade in the years 1993 2000 and 2008 results show that china emergy exports i e exports of raw and less processed resources exceed the imports from usa although the money received by china from exports is higher than the money paid for imports the real imbalance relies in the huge amount of resources that outflow from china hardly compensated by the value of imports in terms of support to chinese economy the conclusion is that trade accounting methods should include holistic valuations beyond the financial costs of traded goods policy implications of these results are discussed

the effect of legalizing retail marijuana on housing values evidence from colorado does legalizing retail marijuana generate more benefits than costs this paper provides a first step toward addressing that question by measuring the benefits and costs that are capitalized into housing values we exploit the time series and cross sectional variations in the adoption of colorado s municipality retail marijuana laws rmls and examine the effect on housing values with a difference in differences strategy our estimates show that the legalization leads to an average 6 increase in housing values indicating that the capitalized benefits outweigh the costs in addition we find suggestive evidence that this relatively large housing value appreciation is likely due to rmls inducing strong housing demand while having no discernible effect on housing supply finally we show that the effect of rmls is heterogeneous across locations and property types jel k20 r28

managing price risk in a multimarket environment in a competitive electricity market a generation company genco can manage its trading risk through trading electricity among multiple markets such as spot markets and contract markets the question is how to decide the trading proportion of each market in order to maximize the genco s profit and minimize the associated risk based on the mean variance portfolio theory this paper proposes a sequential optimization approach to electric energy allocation between spot and contract markets taking into consideration the risks of electricity price congestion charge and fuel price especially the impact of the fuel market on electric energy allocation is analyzed and simulated with historical data in respect of the electricity market and other fuel markets in the u s simulation results confirm that the proposed analytic approach is consistent with intuition and therefore reasonable and feasible for a genco to make a trading plan involving risks in an electricity market