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

stochastic modeling of financial electricity contracts abstract we discuss the modeling of electricity contracts traded in many deregulated power markets these forward futures type contracts deliver either physically or financially electricity over a specified time period and is frequently referred to as swaps since they in effect represent an exchange of fixed for floating electricity price we propose to use the heath jarrow morton approach to model swap prices since the notion of a spot price is not easily defined in these markets for general stochastic dynamical models we connect the spot price the instantaneous delivery forward price and the swap price and analyze two different ways to apply the heath jarrow morton approach to swap pricing either one specifies a dynamics for the non existing instantaneous delivery forwards and derives the implied swap dynamics or one models directly on the swaps the former is shown to lead to quite complicated stochastic models for the swap price even when the forward dynamics is simple the latter has some theoretical problems due to a no arbitrage condition that has to be satisfied for swaps with overlapping delivery periods to overcome this problem a practical modeling approach is analyzed the market is supposed only to consist of non overlapping swaps and these are modelled directly a thorough empirical study is performed using data collected from nord pool our investigations demonstrate that it is possible to state reasonable models for the swap price dynamics which is analytically tractable for risk management and option pricing purposes however this is an area of further research

nominal income targeting in an open economy optimizing model abstract this paper presents simulation results regarding the performance of nominal income targeting a monetary policy rule that sets interest rates in response to deviations of nominal gdp growth from a target path the macroeconomic model is one in which agents solve dynamic optimization problems with rational expectations but in an environment with slow price adjustments in the present version consumption choices reflect habit formation and the economy is open to international flows of goods and securities when calibrated to quarterly us data the model s results suggest that nominal income targeting performs well in relation to inflation targeting and taylor rules

no arbitrage near cointegrated var p term structure models term premia and gdp growth abstract the recent macro finance literature does not agree either about the empirical properties of the expectation part and of the term premium on long term bonds or about the importance or even the direction of the relationship between the term premium and future economic activity this paper proposes a two step approach to handle both problems first in a var setting we extract a reliable measure of the term premium by means of averaging estimator techniques aiming at optimally solving prediction problems when highly persistent processes are present and thus providing a so called near cointegrated var p approach second we analyze the dynamic response of gdp to shocks to the term premium by using the new information response function concept as far as the first problem is concerned we find that the ncvar based term premium measure is rather stable and counter cyclical as suggested by interest rates survey based estimation of yield curve models and by its risk compensation role regarding the second problem we find that an increase in the long term spread caused by the term premium induces two effects on future economic activity the impact is negative for short horizons less than 1 year whereas it is positive for longer ones

a joint model for the term structure of interest rates and the macroeconomy we present and estimate a continuous time term structure model that incorporates observable macroeconomic variables and latent variables with a clear macroeconomic interpretation our model is able to accurately describe the joint dynamics for us macroeconomic variables and the yield curve however the observable variables do not explain the long end of the term structure central tendencies of these macroeconomic variables do a much better job in this respect these unobservable factors also play an important role in the description of the interest rate policy rule both observable and non observable factors determine the risk premia and hence bond excess holding returns copyright 2006 john wiley sons ltd

modelling sovereign credit spreads with international macro factors the case of brazil 1998 2009 abstract this paper develops a macro finance model of the brazilian economy and its sovereign debt markets that allows for domestic and international macroeconomic influences as well as swings in investor confidence it finds significant evidence of common trends in the us and brazilian economies and bond markets as well as spillover effects from us inflation and business cycles to the brazilian economy the us fed funds rate influences brazilian sovereign spreads as do brazilian inflation and policy rates the brazilian confidence factor dominates the behavior of the spreads during periods of crisis and we find that it also has a powerful effect on the level and volatility of macroeconomic variables these results suggest that the macro finance approach could throw light upon the behavior of other economies that are troubled by sovereign risk

generators and the cost of electricity outages abstract investment in back up generators is treated as insurance against the adverse effects of power outages a theoretical model is developed which implies that the cost of outages may be inferred from revealed preference data on expenditure on generators the conditions for the optimal social provision of electricity reliability are discussed

optimal involvement in futures markets of a power producer this paper addresses the optimal involvement in a futures electricity market of a power producer to hedge against the risk of pool price volatility the considered trading horizon spans one whole year recognizing the highly uncertain nature of future pool prices a stochastic programming framework with recourse is used to model this decision making problem the resulting problem is a large scale mixed integer linear programming problem scenario reduction techniques are used to make this problem tractable risk is properly modeled using the cvar methodology results from a realistic case study are provided and analyzed some conclusions are finally drawn

natural resources and the quality of economic development abstract are natural resources a blessing or a curse for human development this article attempts to answer the question by distinguishing between a dependence on natural resources and an abundance of the same dependence is measured in terms of exports of metals and fuel while resource abundance is calculated on the basis of the subsoil assets per square kilometre and per capita results show the existence of a negative correlation between metals and ore exports and human development while subsoil assets measures are rather positively related these effects are particularly significant in countries with a comparatively lower institutional quality the cases of botswana the democratic republic of congo and equatorial guinea briefly examined suggest however that the effects of natural resources on human and economic development can be very different and strictly related to specific national political and institutional characteristics

scenario reduction for futures market trading in electricity markets to make informed decisions in futures markets of electric energy stochastic programming models are commonly used such models treat stochastic processes via a set of scenarios which are plausible realizations throughout the decision making horizon of the stochastic processes the number of scenarios needed to accurately represent the uncertainty involved is generally large which may render the associated stochastic programming problem intractable hence scenario reduction techniques are needed to trim down the number of scenarios while keeping most of the stochastic information embedded in such scenarios this paper proposes a novel scenario reduction procedure that advantageously compares with existing ones for electricity market problems tackled via two stage stochastic programming

inflation targeting as a monetary policy rule the purpose of the paper is to survey and discuss in ation targeting in the context of monetary policy rules the paper provides a general conceptual discussion of monetary policy rules attempts to clarify the essential characteristics of in ation targeting compares in ation targeting to other monetary policy rules and draws some conclusions for the monetary policy of the european system of central banks jel classi cation e42 e52

habit formation in consumption and its implications for monetary policy models this paper explores a monetary policy model with habit formation for consumers in which consumers utility depends in part on current consumption relative to past consumption the empirical tests developed in the paper show that one can reject the hypothesis of no habit formation with tremendous condence largely because the habit formation model captures the gradual hump shaped response of real spending to various shocks the paper then embeds the habit consumption specication in a monetary policy model and nds that the responses of both spending and inflation to monetary policy actions are signicantly improved by this modication jel d12 e52 e43

the un importance of forward looking behavior in price specifications the seminal work of edmund s phelps 1978 john b taylor 1980 and guillermo a calvo 1983 developed forward looking models of price determination that imparted inertia to the price level these models incorporate expectations of future prices and excess demand by imposing constraints typically lag lead symmetry constraints that force future variables to enter the specification in this paper the author tests the empirical significance of future prices in specifications like those of taylor he finds that expectations of future prices are empirically unimportant in explaining price and inflation behavior however the dynamics of a model that includes a purely backward looking inflation specification differ substantially and not altogether pleasingly from those with a forward looking specification copyright 1997 by ohio state university press

monetary policy shifts and long term interest rates the pure expectations hypothesis peh serves as the benchmark model for the relationship between yields on bonds of different maturities when coupled with rational expectations however empirical renderings of the model fail miserably i explore the possibility that failure to account for changes in monetary policy regime explains much of the failure of the peh estimating changing monetary regimes in conjunction with the peh significantly improves its performance the predicted spread between the long and short rates is highly correlated with the actual spread the standard deviation of the theoretical spread is nearly identical to that of the actual spread

inflation targeting some extensions previous analyses of the implementation of inflation targeting are extended to monetary policy responses to different shocks consequences of model uncertainty and effects of interest rate smoothing and stabilization model uncertainty output stabilization and interest rate stabilization or smoothing all call for a more gradual adjustment of the conditional inflation forecast toward the inflation target the conditional inflation forecast is the natural intermediate target during inflation targeting the optimal way of reacting to shocks is hence to check how they affect the inflation forecast and then take the appropriate action jel classification e42 e52 e58

macro factors and the term structure of interest rates this paper presents an essentially affine model of the term structure of interest rates making use of macroeconomic factors and their long run expectations the model extends the approach pioneered by kozicki and tinsley 2001 by modeling consistently long run inflation expectations simultaneously with the term structure application to the u s economy shows the importance of long run inflation expectations in the modeling of long term bond yields the paper also provides a macroeconomic interpretation for the latent factors found in standard finance models of the yield curve the level factor represents the long run inflation expectation of agents the slope factor captures business cycle conditions and the curvature factor expresses a clear independent monetary policy factor

exploiting the conditional density in estimating the term structure an application to the cox ingersoll and ross model we propose an empirical method that utilizes the conditional density of the state variables to estimate and test a term structure model with known price formulae using data on both discount and coupon bonds the method is applied to an extension of a two factor model due to cox ingersoll and ross 1985 cir our results show that estimates based on only bills imply unreasonably large price errors for longer maturities we reject the original cir model using a likelihood ratio test and conclude that the extended cir model also fails to provide a good description of the treasury market

natural resources education and economic development economic growth since 1965 has varied inversely with the share of natural capital in national wealth across countries four main channels of transmission from abundant natural resources to stunted economic development are discussed a the dutch disease b rent seeking c overconfidence and d neglect of education public expenditure on education relative to national income expected years of schooling for girls and gross secondary school enrolment are all shown to be inversely related to the share of natural capital in national wealth across countries natural capital appears to crowd out human capital thereby slowing down the pace of economic development

new keynesian economics and the phillips curve models with sticky prices are an important part of new keynesian economics the author shows that several of the new keynesian models imply a formulation that is similar to the expectations augmented phillips curve of milton friedman and edmund phelps he then presents new estimates of the new keynesian phillips curve the author uses two proxies for price expectations survey based measures and an econometric based measure originally developed by bennett mccallum 1976 overall the results are consistent with the model but the survey based results are more precise suggesting that the surveys may be better measures of actual expectations copyright 1995 by ohio state university press

an open economy macro finance model of international interdependence the oecd us and the uk abstract this paper develops a multi country macro finance model to study international economic and financial linkages this approach models the economy and financial markets jointly using both types of data to throw light on such issues the world economy is modelled using data for the us and aggregate oecd economies as well as the us treasury bond market using latent variables to represent a common inflation trend and a us real interest rate factor we find strong evidence of global effects on both the us and uk calling into question the standard closed economy macro finance specification these economic linkages also help to explain the co movement of yields in the us and uk treasury bond markets

optional forward contracts for electric power markets this paper extends the idea of callable forward contracts which are potentially useful as demand side interruptible load contracts to their supply side analogues together these contracts allow market participants to take advantage of flexibility in generation or consumption to obtain a monetary benefit while simultaneously removing the risk of market price fluctuations this paper also considers the effects of strategic behavior on the part of market participants in their contract sales purchase decisions

stochastic volatility in a macro finance model of the u s term structure of interest rates 1961 2004 this paper generalizes the standard homoscedastic macro finance model by allowing for stochastic volatility using the square root specification of the mainstream finance literature empirically this specification dominates the standard model because it is consistent with the square root volatility found in macroeconomic time series thus it establishes an important connection between the stochastic volatility of the mainstream finance model and macro economic volatility of the okun friedman type this research opens the way to a richer specification of both macro economic and term structure models incorporating the best features of both macro finance and mainstream finance models

dynamic specifications in optimizing trend deviation macro models abstract as noted in surveys by goodfriend and king in b bernanke j rotemberg eds nber macroeconomics annual mit press cambridge ma 1997 pp 231 283 and walsh monetary theory and policy mit press cambridge ma and exemplified by models analyzed in taylor 1999 there is encouraging progress in developing optimizing trend deviation macro models that provide useful insights into the transmission and design of monetary policy several controversial features of a minimalist trend deviation model with optimizing households firms and bond traders are examined dynamic specifications are suggested to improve the data based realism while preserving the simplicity of the minimalist model

shifting endpoints in the term structure of interest rates abstract this paper links the term structure to perceptions of monetary policy long horizon forecasts of short rates required by no arbitrage term structure models are heavily influenced by the endpoints or limiting conditional forecasts of the short rate process common assumptions that the short rate is mean reverting or contains a unit root are shown to generate unrealistic yield predictions failures occur because these assumptions inadequately account for historical shifts in market perceptions of the policy target for inflation this paper links endpoint shifts to agent learning about shifts in long term policy goals shifting endpoints in short rate processes significantly improve yield predictions

the behavior of interest rates implied by the term structure of eurodollar futures this paper considers an equilibrium model of the term structure that is determined by two stochastic factors a short term interest rate and a target level to which the short rate is expected to revert a kalman filter technique that uses a time series cross section of eurodollar futures prices is developed to estimate the parameters of the model the term structures of spot libor and eurodollar futures volatility are compared to that predicted by the model the empirical results indicate that the two factor specification represents a significant improvement over its one factor version copyright 1996 by ohio state university press

managing the financial risks of electricity producers using options abstract electricity producers participating in electricity markets face risks pertaining to both selling prices and the availability of the production units among electricity derivatives options represent an adequate instrument to manage these risks in this paper we propose a multi stage stochastic model to determine the optimal selling strategy of a risk averse electricity producer including options forward contracts and pool trading a detailed case study highlights the advantages of an option vs a forward contract to hedge against the financial risks related to pool prices and unexpected unit failures

expectation puzzles time varying risk premia and dynamic models of the term structure abstract linear projections of returns on the slope of the yield curve have contradicted the implications of the traditional expectations theory this paper shows that these findings are not puzzling relative to a large class of richer dynamic term structure models specifically we match all the key empirical findings reported by fama and bliss 1987 american economic review 77 4 680 692 and campbell and shiller 1991 review of economic studies 58 495 514 among others within large subclasses of affine and quadratic gaussian term structure models additionally we show that certain risk premium adjusted projections of changes in yields on the slope of the yield curve recover the coefficients of unity predicted by the models key to this matching are parameterizations of the market prices of risk that let the risk factors affect the market prices of risk directly and not only through factor volatilities the risk premiums have a simple form consistent with fama s findings on the predictability of forward rates and are also shown to be consistent with interest rate feedback rules used by a monetary authority in setting monetary policy

term structure evidence on interest rate smoothing and monetary policy inertia abstract numerous studies have used quarterly data to estimate monetary policy rules or reaction functions that appear to exhibit a very slow partial adjustment of the policy interest rate the conventional wisdom asserts that this gradual adjustment reflects a policy inertia or interest rate smoothing behavior by central banks however such quarterly monetary policy inertia would imply a large amount of forecastable variation in interest rates at horizons of more than 3 months which is contradicted by evidence from the term structure of interest rates the illusion of monetary policy inertia evident in the estimated policy rules likely reflects the persistent shocks that central banks face

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

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

does the fed act gradually a var analysis abstract the tendency for changes in the federal funds rate to be implemented gradually has been considered evidence of an interest rate smoothing objective for the federal reserve this paper investigates whether gradual funds rate movements can be explained by the dynamic structure of the economy and the uncertainty surrounding that structure without recourse to including an ad hoc interest rate smoothing argument in the fed s objective function in the absence of parameter uncertainty the optimal policy involves more aggressive movements in the funds rate than observed parameter uncertainty however limits the responsiveness of the interest rate as a result the optimal policy under parameter uncertainty can account for a considerable portion of the gradualism observed

the taylor rule and interest rates in the emu area abstract we demonstrate that average interest rates in the emu countries in 1990 98 with the exception of the period of exchange market turmoil in 1992 93 moved very closely with average output gaps and inflation as suggested by the taylor rule

hedging strategies in energy markets the case of electricity retailers as market intermediaries electricity retailers buy electricity from the wholesale market or self generate for re sale on the retail market electricity retailers are uncertain about how much electricity their residential customers will use at any time of the day until they actually turn switches on while demand uncertainty is a common feature of all commodity markets retailers generally rely on storage to manage demand uncertainty on electricity markets retailers are exposed to joint quantity and price risk on an hourly basis given the physical singularity of electricity as a commodity in the literature on electricity markets few articles deal on intra day hedging portfolios to manage joint price and quantity risk whereas electricity markets are hourly markets the contributions of the article are twofold first we define through a var and cvar model optimal portfolios for specific hours 3 am 6 am 12 pm based on electricity market data from 2001 to 2011 for the french market we prove that the optimal hedging strategy differs depending on the cluster hour secondly we demonstrate the significantly superior efficiency of intra day hedging portfolios over daily therefore weekly and yearly portfolios over a decade 2001 2011 our results clearly show that the losses of an optimal daily portfolio are at least nine times higher than the losses of optimal intra day portfolios

monetary policy regimes implications for the yield curve and bond pricing abstract we develop a multivariate dynamic term structure model which takes into account the nonlinear time varying relation between interest rates and the state of the economy in contrast to the classical term structure literature in which nonlinearities are captured by increasing the number of latent state variables or by latent regime shifts in our no arbitrage framework the regimes are governed by thresholds and are directly linked to economic fundamentals specifically starting from a simple monetary policy model for the short rate we introduce a parsimonious and tractable model for the yield curve which takes into account the possibility of regime shifts in the behavior of the federal reserve in our empirical analysis we show the merit of our approach three dimensions interpretable bond dynamics accurate short end yield curve pricing and yield curve implications

is the fed too timid monetary policy in an uncertain world estimates of the taylor rule using historical data from the past decade or two suggest that monetary policy in the u s can be characterized as having reacted in a moderate fashion to output and in

a structural decomposition of the us yield curve abstract by expanding the macro part of macro finance models historical fluctuations in us bond yields turn out to be largely consistent with the rational expectations hypothesis we estimate a medium scale macro finance dsge model of the term structure to establish this our finding contrasts with existing macro finance models and suggests that their small scale or non structural perspective on the macroeconomy mutes expectations thereby underestimating the expectations hypothesis potential out of sample forecasts are competitive with more flexible term structure models given the empirical validation we interpret various episodes through the lens of the model and investigate which structural shocks cause the yield curve to contain information about future growth

impact of unit failure on forward contracting a generating unit can sell its production in the pool facing the financial risk inherent to volatile pool prices alternatively it can sell its production through the futures market at comparatively stable but smaller average prices unlike the pool forward contracts involve an obligation to sell during a specified time period and if the unit fails it should buy energy from the pool to meet its futures market commitments hence taking into account its forced outage rate the unit should determine the appropriate mix of pool and futures market involvement so that its expected profit is maximized for a prespecified risk level on profit variability within this context this paper analyzes the impact of the degree of unavailability of the generating unit on its forward contracting decisions a detailed case study illustrates the analysis performed

expectations bond yields and monetary policy through explicitly incorporating analysts forecasts as observable factors in a dynamic arbitrage free model of the yield curve this research proposes a framework for studying the impact of shifts in market sentiment on interest rates of all maturities an empirical examination reveals that survey expectations about inflation output growth and the anticipated path of monetary policy actions contain important information for explaining movements in bond yields estimates from a forward looking monetary policy rule suggest that the central bank exhibits a preemptive response to inflationary expectations while accommodating output growth and monetary policy expectations forecasted gdp growth plays a significant role in explaining time variation in the market prices of risk the sensitivity of long yields is linked to the persistence of expected inflation under the risk neutral measure models of this type may provide traders and policymakers with a new set of tools for formally assessing the reaction of bond yields to shifts in market expectations the author 2010 published by oxford university press on behalf of the society for financial studies all rights reserved for permissions please e mail journals permissions oxfordjournals org oxford university press

portfolio optimization of renewable energy assets hydro wind and photovoltaic energy in the regulated market in brazil abstract this study proposes a methodology for risk analysis and portfolio optimization of power generation assets with hydro wind and solar power considering the regulated contracting environment and the mechanism for reallocation of energy in brazil innovative stochastic models are used to generate synthetic time series for the random variables water inflow wind speed solar irradiance temperature of the photovoltaic panel and average generation capacity of the mechanism for reallocation of energy the simulation is implemented using the monte carlo method associated with a cholesky decomposition an economic approach is presented taking into account taxation and financing as well as the markowitz portfolio theory the results show that the initial correlation between the energy resources is altered by the cash flow model and mainly by the debt in the diversification process the complementarity between sources helps to reduce the economic risk the increase in debt increases the correlation decreases the return and risk and consequently affects the diversification process and economic results the mechanism for reallocation of energy significantly reduces the hydroelectric economic risk and increases the financial return which directly benefits the formation of portfolios

bond yields and the federal reserve bond yields respond to policy decisions by the federal reserve and vice versa to learn about these responses i model a high frequency policy rule based on yield curve information and an arbitrage free bond market in continuous time the fed s target is a pure jump process jump intensities depend on the state of the economy and the meeting calendar of the federal open market committee the model has closed form solutions for yields as functions of a few state variables introducing monetary policy helps to match the whole yield curve because the target is an observable state variable that pins down its short end and introduces important seasonalities around fomc meetings the volatility of yields is snake shaped which the model explains with policy inertia the policy rule crucially depends on the two year yield and describes fed policy better than taylor rules

good volatility bad volatility what drives the asymmetric connectedness of australian electricity markets efficient delivery of network services and the electricity infrastructure to meet the long term consumer s interests are the main objectives and the strategies of a national electricity market while the main interests of generators are to maximize their profit through pricing strategies therefore the objective of this study is to explore whether electricity prices across the four australian states display symmetric price volatility connectedness the study is the first attempt in the literature to make use of intraday 5 min australian dispatch electricity prices spanning the period december 8th 1998 to may 5th 2016 to quantify asymmetries in volatility connectedness emerging from good and bad volatility the results provide supportive evidence that the australian electricity markets are connected asymmetrically implying the presence of some degree of market power that is exercised by generators across regional electricity markets

mother earth ally or adversary economic growth requires capital this article reviews the relationship between economic growth around the world and six different kinds of capital real capital human capital financial capital foreign capital social capital and natural capital economic theory and empirical evidence suggest that domestic and foreign investment education financial maturity and reasonable equality in the distribution of income are all good for growth however recent theory and evidence also seem to suggest that natural capital i e abundant natural resources may crowd out or impair other types of capital and thus impede economic growth over long periods

natural resources and economic growth the role of investment is it possible that excessive reliance on natural resources affects saving and investment in a way that retards economic growth and thus in the long run the level of output per capita this paper reviews the literature explores the data and compares and contrasts the explanatory power and interplay of natural resources and civil liberties our proxy for institutional variables currently under scrutiny in the literature we propose that natural resource dependence may be viewed as an exogenous factor that impedes economic growth and investment as well as institutions even if we stress that natural resource abundance may be good for growth