the inflation tax in a real business cycle model money is incorporated into a real business cycle model using a cash in advance constraint the model economy is used to analyze whether the business cycle is different in high inflation and low inflation economies and to analyze the impact of variability in the growth rate of money in addition the welfare cost of the inflation tax is measured and the steady state properties of high and low inflation economies are compared

contagion as a wealth effect financial contagion is described as a wealth effect in a continuous time model with two risky assets and three types of traders noise traders trade randomly in one market long term investors provide liquidity using a linear rule based on fundamentals convergence traders with logarithmic utility trade optimally in both markets asset price dynamics are endogenously determined numerically as functions of endogenous wealth and exogenous noise when convergence traders lose money they liquidate positions in both markets this creates contagion in that returns become more volatile and more correlated contagion reduces benefits from portfolio diversification and raises issues for risk management during the f inancial panic associated with the default of the russian government in august 1998 and the subsequent collapse of the hedge fund long term capital management numerous hedge funds banks and securities firms tried simultaneously to reduce exposures to a variety of financial instruments such as russian bonds brazilian stocks u s mortgages spreads between on therun and off the run government securities and spreads between swaps and u s treasuries although the fundamental values of these positions would appear to have little correlation during this financial crisis the asset prices in these markets exhibited the following common empirical pattern 1 financial intermediaries suffered losses as prices moved against their positions 2 market depth and liquidity decreased simultaneously in several markets 3 the volatility of prices increased simultaneously in several markets and

food versus fuel an updated and expanded evidence abstract this paper replicates the study of zhang et al 2010 food versus fuel what do prices tell us energy policy 38 pp 445 451 we confirm the findings of the original paper that there was only a weak relationship between ethanol and food commodities in the period between march 1989 and july 2008 in addition we extend that study and examine the cointegration relationship between biofuels and related commodities for a considerably enlarged dataset 3 vs 1 market 26 vs 8 commodities analysis up till 2017 vs 2008 weekly vs monthly data frequency focusing on the biofuel markets of brazil the eu and the usa in the three separate periods before during and after the food crisis of 2007 and 2008 we show that studying the time variation of the relationships plays an essential role in their proper understanding our results help to clarify the wide extensive discussion about the role of biofuels prices in food shortages manifested particularly during the food crises in agreement with the original study we confirm that price series data do not support strong statements about biofuels uniformly serving as main leading source of high food prices and consequently the food shortages

determinacy and learnability of monetary policy rules in small open economies this paper evaluates under which conditions different taylor type rules lead to determinacy and expectational stability e stability of rational expectations equilibrium in a simple new keynesian small open economy model developed by gali and monacelli 2005 in particular we extend the bullard and mitra 2002 results of determinacy and e stability in a closed economy to this small open economy framework our results highlight an important link between the taylor principle and both determinacy and learnability of equilibrium in small open economies more importantly the degree of openness coupled with the nature of the policy rule adopted by the monetary authorities might change this link in important ways a key finding is that contrary to bullard and mitra expectations based rules that involve the cpi and or the nominal exchange rate limit the region of e stability and the taylor principle does not guarantee e stability we also show that some forms of managed exchange rate rules can help to alleviate problems of both indeterminacy and expectational instability yet these rules might not be desirable since they promote greater volatility in the economy

investment and uncertainty with time to build evidence from entry into u s copper mining abstract the standard real options model predicts that increased uncertainty discourages investment when projects are large and take time to build however that prediction can be reversed we investigate the investment uncertainty relationship empirically using historical data on opening dates of new u s copper mines large irreversible projects with substantial construction lags both the timing of the decision to go forward and the price thresholds that trigger that decision are assessed in particular we build upon a reduced form analysis to construct a structural model of entry we find that in this market greater uncertainty encourages investment and lowers the price thresholds for many mines

on the option to invest in pollution control under a regime of tradable emissions allowances optimal decisions of a firm facing the option of retrofitting its plant to reduce pollution and thereby eliminate the need to purchase emissions allowances are analysed the decision is treated as a real option with the price of pollution permits following a known stochastic process the model is formulated as a set of one dimensional partial differential equations at discrete points in time the firm owner makes optimal decisions about the retrofit including whether to mothball temporarily the model is used to analyse a firm s decision to instal a scrubber as a result of the 1990 u s clean air act jel classification q25 d81 g31 sur la possibilite d investir dans le controle de la pollution dans un regime de permis d emission de pollution echangeables commercialement ce memoire examine les decisions optimales d une entreprise face a la possibilite d adapter ses installations pour reduire la pollution et ce faisant d eliminer le besoin de se procurer des permis d emission de pollution sur le marche le decision est traitee comme une option reelle ou le prix des permis resulte d un processus stochastique connu le modele est formule sous forme d un ensemble d equations differentielles partielles a une dimension a des points discontinus dans le temps le proprietaire de l entreprise prend des decisions optimales de mise a niveau des installations y compris la possibilite de les fermer temporairement le modele est utilise pour analyser une decision d installer un epurateur suite a la mise en place de la loi americaine de 1990 clean air act

the value of the option to wait and see abstract this note shows a very simple way to incorporate the effects of uncertainty about the accuracy of present value estimates into the firm s option to delay irreversible investment it is shown that if the firm s priors about the distribution of present value are sufficiently diffuse a reduction in the accuracy of present value estimates will increase the value of delay while learning will reduce its value

evaluating natural resource investments notwithstanding impressive advances in the theory of finance over the past 2 decades practical procedures for capital budgeting have evolved only slowly the standard technique which has remained unchanged in essentials since it was originally proposed see dean 1951 bierman and smidt 1960 derives from a simple adaptation of the fisher 1907 model of valuation under certainty under this technique expected cash flows from an investment project are discounted at a rate deemed appropriate to their risk and the resulting present value is compared with the cost of the project this standard textbook technique reflects modern theoretical developments only insofar as estimates of the discount rate may be obtained from crude application of single period asset pricing theory but see brennan 1973 bogue and roll 1974 turnbull 1977 constantinides 1978 the inadequacy of this approach to capital budgeting is widely acknowledged although not widely discussed its obvious deficiency is its the evaluation of mining and other natural resource projects is made particularly difficult by the high degree of uncertainty attaching to output prices it is shown that the techniques of continuous time arbitrage and stochastic control theory may be used not only to value such projects but also to determine the optimal policies for developing managing and abandoning them the approach may be adapted to a wide variety of contexts outside the natural resource sector where uncertainty about future project revenues is a paramount concern

index investment and financialization of commodities the authors found that concurrent with the rapidly growing index investment in commodity markets since the early 2000s prices of non energy commodity futures in the united states have become incr

dynamic capacity planning using strategic slack valuation in this paper we analyze a particular aspect of capacity planning that is concerned with the active trading of production facilities for a homogenous product market we provide a theoretical rationale for the valuation and trading of these assets based on a metric of strategic slack we show that trading production assets with non additive portfolio profitability involves complex coordination with multiple equilibria and that these equilibria depend on the foresight in the planning horizon using the concept of strategic slack we have analyzed the dynamics of market structure the impact of asset trading on the level of production of the industry and to derive boundaries on the value of the traded assets moreover through computational learning the formulation is applied to a large oligopolistic electricity market showing that plant trading tends to lead to increased market concentration high prices lower production and a decrease in consumer surplus

the asymmetric impact of oil prices interest rates and oil price uncertainty on unemployment in the us abstract in this study we investigate the presence of asymmetric interactions between oil prices oil price uncertainty interest rates and unemployment in a cointegration framework utilizing the nonlinear auto regressive distributed lag nardl approach we show the asymmetric responses of unemployment to changes in oil prices oil price uncertainty and interest rates in the long run more specifically the results of our analyses suggest that an increase in oil price results in increased unemployment while there is no significant impact of reduced oil prices on the one hand reduced oil price uncertainty leads to a decrease in unemployment whereas an increase in oil price uncertainty does not have an impact we also observe increased unemployment in response to a decrease in interest rates as the impact of increased interest rates is not significant last but not least we find that option implied oil price volatility as a measure of oil price uncertainty outperforms the conditional volatility of crude oil prices in predicting unemployment this study provides valuable implications for policymakers to design sound economic policies

index investment and the financialization of commodities the authors found that concurrent with the rapidly growing index investment in commodity markets since the early 2000s prices of non energy commodity futures in the united states have become increasingly correlated with oil prices this trend has been significantly more pronounced for commodities in two popular commodity indices this finding reflects the financialization of the commodity markets and helps explain the large increase in the price volatility of non energy commodities around 2008

have food and financial markets integrated this article analyses comovements and discusses possibly greater market integration between aggregate food commodity and stock prices in the period 1990 to 2012 return correlations price return distributions cointegration and granger causalities are tested in subsamples on monthly fao food price index and msci world stock market index empirical results suggest that while there is only weak indication of greater comovements concurrent with structural changes such as changed agricultural policies new demand due to growth in emerging markets and energy mandates and the financialization of food markets since the early 2000s they did start to increase substantially in particular during the financial stress of the lehman crisis and the great recession while structural changes may have amplified price linkages across markets results do not suggest that they are the key factors for greater price comovements instead the effects of the late 2000s recession as a time of great economic weakness and uncertai

should investors include commodities in their portfolios after all new evidence abstract this paper investigates whether an investor is made better off by including commodities in a portfolio that consists of traditional asset classes first we revisit the posed question within an in sample setting by employing mean variance and non mean variance spanning tests then we form optimal portfolios by taking into account the higher order moments of the portfolio returns distribution and evaluate their out of sample performance under the in sample setting we find that commodities are beneficial only to non mean variance investors however these benefits are not preserved out of sample our findings challenge the alleged diversification benefits of commodities and are robust across a number of performance evaluation measures utility functions and datasets the results hold even when transaction costs are considered and across various sub periods not surprisingly the only exception appears over the 2005 2008 unprecedented commodity boom period

testing for indeterminacy an application to u s monetary policy reply this paper considers a prototypical new keynesian model in which the equilibrium is undetermined if monetary policy is passive the likelihood based estimation of dynamic equilibrium models is extended to allow for indeterminacies and sunspot fluctuations we construct posterior weights for the determinacy and indeterminacy region of the parameter space and estimates for the propagation of fundamental and sunspot shocks according to the estimated model u s monetary policy post 1982 is consistent with determinacy whereas the pre volcker policy is not we find that before 1979 indeterminacy substantially altered the propagation of shocks

on the links between stock and commodity markets volatility this paper investigates the links between price returns for 25 commodities and stocks over the period from january 2001 to november 2011 by paying a particular attention to energy raw materials relying on the dynamic conditional correlation dcc garch methodology we show that the correlations between commodity and stock markets evolve through time and are highly volatile particularly since the 2007 2008 financial crisis the latter has played a key role emphasizing the links between commodity and stock markets and underlining the financialization of commodity markets at the idiosyncratic level a speculation phenomenon is highlighted for oil coffee and cocoa while the safe haven role of gold is evidenced

monetary policy rules macroeconomic stability and inflation a view from the trenches i estimate a forward looking monetary policy reaction function for the federal reserve for the periods before and after paul volcker s appointment as chairman in 1979 using information that was available to the fomc in real time from 1966 to 1995 the results suggest broad similarities in policy and point to a forward looking approach to policy consistent with a strong reaction to inflation forecasts during both periods this contradicts the hypothesis based on analysis with ex post constructed data that the instability of the great inflation was the result of weak fomc policy responses to expected inflation a difference is that prior to volcker s appointment policy was too activist in reacting to perceived output gaps that retrospectively proved overambitious drawing on contemporaneous accounts of fomc policy i discuss the implications of the findings for alternative explanations of the great inflation and the improvement in macroeconomic stability since then

on the dynamic dependence between equity markets commodity futures and economic uncertainty indexes this paper provides a thorough analysis on multiscale dependence schemes between equity markets commodity futures and uncertainty indexes based on decomposed return series we provide an exhausti

wti crude oil futures in portfolio diversification the time to maturity effect the aim of the paper is to analyze the diversification effect brought by crude oil futures contracts the most liquid commodity futures into a portfolio of stocks the studies that have documented the very low and essentially negative correlations between commodities and equities typically rely on normally distributed returns which is not the case for crude oil futures and stocks indexes moreover the particular time to maturity chosen for the future contract used as an investment vehicle is an important matter that needs to be addressed in presence of forward curves switching between backwardation and contango shapes our goal in this paper is twofold a we introduce copula functions to have a better representation of the dependence structure of oil futures with equity indexes b using this copula representation we are able to analyze in a precise manner the maturity effect in the choice of crude oil future contract with respect to its diversification benefits our finding is that in the case of distant maturities futures e g 18 months the negative correlation effect is more pronounced whether stock prices increase or decrease this property has the merit to avoid the hurdles of a frequent roll over while being quite desirable in the current trendless equity markets empirical evidence is exhibited on a database comprising the nymex wti crude oil futures and s p 500 index over a 15 year time period

sequential investment in renewable energy technologies under policy uncertainty although innovation and support schemes are among the main forces that drive investment in renewable energy re technologies both involve considerable uncertainty we develop a real options framework to analyse the impact of technological policy and electricity price uncertainty on the decision to invest sequentially in successively improved versions of a re technology technological uncertainty is reflected in the random arrival of innovations and policy uncertainty in the likely provision or retraction of a subsidy that takes the form of a fixed premium on top of the electricity price we show that greater likelihood of subsidy retraction provision lowers raises the incentive to invest and by comparing a stepwise to a lumpy investment strategy we show how an embedded option to adopt an improved technology version mitigates the impact of subsidy retraction on investment timing specifically we show how stepwise investment facilitates earlier technology adoption compared to lumpy investment and that under stepwise investment technological uncertainty accelerates technology adoption thus further offsetting the incentive to delay investment in the light of subsidy retraction

wavelet dynamics for oil stock world interactions abstract a previous research ignores the distinction between short term and long term and by decomposing financial variables world general and stock market indexes and the macroeconomic variable oil prices at various time scales we study the relationship among series on a daily scale by scale basis continuous time wavelets help to circumvent the problems associated to basic linear regressions and given that stock oil relationships are usually described as complicated we extend previous findings by providing more generalized and convincing results in analyzing contagion and interdependence issues as well as lead and lag effects for both world general and sector stock levels between december 1992 and october 2012 the relationship between oil prices and sector stock returns is ambiguous because results seem to show that there are both phase and anti phase relationships where mostly it is oil that is the lagging variable independently of the sector under analysis there is higher coherence among series for higher scales thus supporting the interdependence hypothesis showing that long run market dynamics are more uncertain empirical results indicate a bidirectional relationship between both series for large time horizons which can be associated to fundamentalist traders especially fund managers and institutional investors and which depend on the historical period under analysis

co movement of major energy agricultural and food commodity price returns a time series assessment abstract using monthly data between 1970 and 2013 we provide a comprehensive analysis of the extent of co movement measured by correlation coefficients among the nominal price returns of 11 major energy agricultural and food commodities we study the degree and the time evolution of unconditional and conditional correlations using a uniform spacings estimation and testing approach multivariate dynamic conditional correlation models and a rolling regression procedure we find that 1 the price returns of energy and agricultural commodities are highly correlated 2 the overall level of co movement among commodities increased in recent years especially between energy and agricultural commodities and in particular in the cases of maize and soybean oil which are important inputs in the production of biofuels and 3 the stock market volatility is positively associated with the co movement of price returns across markets especially after 2007

an option pricing approach to evaluating petroleum projects abstract option pricing applications in capital budgeting decisions are still in the development stage this paper uses concepts and methods from option pricing theory to evaluate real projects rather than financial ones within a petroleum projects context such real options include development and operations of satellite fields break even values of incremental capacity and flexibility value with compound development and operations options the option pricing results may be quite different from those obtained by traditional capital budgeting and decision tree approaches some related papers on real options are also briefly noted

sources of the great moderation a time series analysis of gdp subsectors recent work finds evidence that the volatility of the u s economy fell dramatically around the first quarter of 1984 we trace the timing of this so called great moderation across many subsectors of the economy in order to better understand its root cause we find that the interest rate sensitive sectors generally experience a much earlier volatility decline than other large sectors of the economy the changes in federal reserve stabilization policies that occurred during the early 1980s support the view that an improved monetary policy played an important role in stabilizing real economic activity we find only mild evidence that good luck was important and little evidence to support the claim that improved inventory management was important

volatility behavior of oil industrial commodity and stock markets in a regime switching environment abstract this study supplements previous regime switching studies on wti crude oil and finds two possible volatility regimes for the strategic commodity prices of brent oil wti oil copper gold and silver and the s p 500 index but with varying high to low volatility ratios the dynamic conditional correlations dccs indicate increasing correlations among all the commodities since the 2003 iraq war but decreasing correlations with the s p 500 index the commodities also show different volatility persistence responses to financial and geopolitical crises while the s p 500 index responds to both financial and geopolitical crises implications are discussed

continuous time methods in finance a review and an assessment i survey and assess the development of continuous time methods in finance during the last 30 years the subperiod 1969 to 1980 saw a dizzying pace of development with seminal ideas in derivatives securities pricing term structure theory asset pricing and optimal consumption and portfolio choices during the period 1981 to 1999 the theory has been extended and modified to better explain empirical regularities in various subfields of finance this latter subperiod has seen significant progress in econometric theory computational and estimation methods to test and implement continuous time models capital market frictions and bargaining issues are being increasingly incorporated in continuous time theory the roots of modern continuous time methods in finance can be traced back to the seminal contributions of merton 1969 1971 1973b in the late 1960s and early 1970s merton 1969 pioneered the use of continuous time modeling in financial economics by formulating the intertemporal consumption and portfolio choice problem of an investor in a stochastic dynamic programming setting merton 1973b also showed how such a framework can be used to develop equilibrium asset pricing implications thereby significantly extending the asset pricing theory to richer dynamic settings and expanding the scope of applications of continuous time methods to study problems in financial economics 1 within a span of about 30 years from the publication of merton s inf luential papers continuous time methods have become an integral part of financial economics indeed in certain core areas in finance such as e g asset pricing derivatives valuation term structure theory and portfolio selection continuoustime methods have proved to be the most attractive way to conduct research and gain economic intuition the continuous time approach in these areas has produced models with a rich variety of testable implications the econometric theory for testing continuous time models has made rapid strides in the last decade and has thus kept pace with the impressive progress on the theoretical front one hopes that the actual empirical investigations and estimation using the new procedures will follow suit soon

the directional volatility connectedness between crude oil and equity markets new evidence from implied volatility indexes in this paper we use a set of newly introduced implied volatility indexes to investigate the directional connectedness between oil and equities in eleven major stock exchanges around the globe from 2008 to 2015 the inference on the oil equity implied volatility relationships depends on diebold and yilmaz 2012 2014 2015 who proposed a set of directional measures that enable the dynamic and directional characterization of the relationships among financial variables we find uniform results across the sample countries indicating that the connectedness between oil and equity is established by the bi directional information spillovers between the two markets however we find that the bulk of association is largely dominated by the transmissions from the oil market to equity markets and not the other way around the pattern of transmissions is varying over the sample period however most of the linkages between oil and equities are established from the mid of 2009 to the mid of 2012 which is a period that witnessed the start of global recovery

taking an option on the future subsidizing biofuels for energy security or reducing global warming abstract this paper examines the biofuels industry from a policy and international trade perspective across the globe there are two main public policy objectives driving the development of biofuels industries improving energy security and reducing global warming the us and canadian governments have respectively fostered biofuels industries for these reasons as biofuels industries will not be financially viable without government support in the foreseeable future government policies can be interpreted as taking options on the future a theoretical model is developed using option value theory to determine whether the same governmental policy subsidization can lead to different levels of optimal subsidies in each country where the subsidy policy is driven by two distinct motivating factors if the reason subsidy levels differ is structural the likelihood of a trade dispute arising increases

worldwide macroeconomic stability and monetary policy rules we study the interaction of multiple large economies in dynamic stochastic general equilibrium each economy has a monetary policymaker that attempts to control the economy through the use of a linear nominal interest rate feedback rule we show how the determinacy of worldwide equilibrium depends on the joint behavior of policymakers worldwide we also show how indeterminacy exposes all economies to endogenous volatility even ones where monetary policy may be judged appropriate from a closed economy perspective we construct and discuss two quantitative cases in the 1970s worldwide equilibrium was characterized by a two dimensional indeterminacy despite u s adherence to a version of the taylor principle in the last 15 years worldwide equilibrium was still characterized by a one dimensional indeterminacy leaving all economies exposed to endogenous volatility our analysis provides a rationale for a type of international policy coordination and the gains to coordination in the sense of avoiding indeterminacy may be large

hysteresis due to irreversible exit addressing the option to mothball abstract this paper analyses the following hitherto understudied feature in real switching options a firm has a mothballing option and an option to permanently abandon if the firm finds itself in an operating mode with a price just above the abandonment threshold it is unclear whether to exercise the abandonment option or to exercise the mothballing option if the price goes down the firm may exit but surprisingly if it goes up it may mothball we find that two different strategies could be optimal one where mothballing is not a viable option and one where mothballing does occur in the latter case a hysteresis region arises in which the firm produces at a loss while a further price decrease induces exit and a sufficient price increase results in the firm entering the mothballing stage mothballing being optimal requires sufficiently large values of the price trend and the uncertainty parameter

optimal investment under operational flexibility risk aversion and uncertainty traditional real options analysis addresses the problem of investment under uncertainty assuming a risk neutral decision maker and complete markets in reality however decision makers are often risk averse and markets are incomplete we confirm that risk aversion lowers the probability of investment and demonstrate how this effect can be mitigated by incorporating operational flexibility in the form of embedded suspension and resumption options although such options facilitate investment we find that the likelihood of investing is still lower compared to the risk neutral case risk aversion also increases the likelihood that the project will be abandoned although this effect is less pronounced finally we illustrate the impact of risk aversion on the optimal suspension and resumption thresholds and the interaction among risk aversion volatility and optimal decision thresholds under complete operational flexibility

global implications of self oriented national monetary rules author s obstfeld maurice rogoff kenneth abstract it is well known that if international linkages are relatively small the potential gains to international monetary policy coordination are typically quite limited but what if goods and financial markets are tightly linked is it then problematic if countries unilaterally design their institutions for monetary stabilization are the stabilization gains from having separate currencies largely squandered in the absence of effective international monetary coordination we argue that under plausible assumptions the answer is no unless risk aversion is very high lack of coordination in rule setting is a second order problem compared to the overall gains from monetary policy stabilization

timing and eco nomic efficiency of climate friendly investments in supply chains abstract emission trading schemes such as the european union emissions trading system euets attempt to reconcile economic efficiency with ecological efficiency by creating financial incentives for companies to invest in climate friendly innovations using real options methodology we demonstrate that under uncertainty economic and ecological efficiency continue to be mutually exclusive this problem is even worse if a climate friendly project depends on investing in of a whole supply chain we model a sequential bargaining game in a supply chain where the parties negotiate over implementation of a carbon dioxide co2 saving investment project we show that the outcome of their bargaining is not economically efficient and even less ecologically efficient furthermore we show that a supply chain becomes less economically efficient and less ecologically efficient with every additional chain link finally we make recommendations for how managers or politicians can improve the situation and thereby increase economic as well as ecological efficiency and thus also the eco efficiency of supply chains

testing for volatility changes in u s macroeconomic time series we test for a change in the volatility of 214 u s macroeconomic time series over the period 1959 1999 we find that approximately 80 of these series have experienced a break in unconditional volatility during this period even though more than half of the series experienced a break in conditional mean most of the reduction in volatility appears to be due to changes in conditional volatility our results are robust to controlling for business cycle nonlinearity in both mean and variance volatility changes are more appropriately characterized as instantaneous breaks than as gradual changes nominal variables such as inflation and interest rates experienced multiple volatility breaks and witnessed temporary increases in volatility during the 1970s on this evidence we conclude that the increased stability of economic fluctuations is widespread

monetary policy rules based on real time data this paper examines the magnitude of informational problems associated with the implementation and interpretation of simple monetary policy rules using taylor s rule as an example i demonstrate that real time policy recommendations differ considerably from those obtained with ex post revised data further estimated policy reaction functions based on ex post revised data provide misleading descriptions of historical policy and obscure the behavior suggested by information available to the federal reserve in real time these results indicate that reliance on the information actually available to policy makers in real time is essential for the analysis of monetary policy rules

fixed versus flexible production systems a real options analysis in this work we address investment decisions in production systems by using real options as is standard in literature the stochastic variable is assumed to be normally distributed and then approximated by a binomial distribution resulting in a binomial lattice the methodology establishes a discrete valued lattice of possible future values of the underlying stochastic variable demand in our case and then computes the project value we have developed and implemented stochastic dynamic programming models both for fixed and flexible capacity systems in the former case we consider three standard options the option to postpone investment the option to abandon investment and the option to temporarily shut down production for the latter case we introduce the option of corrective action in terms of production capacity that the management can take during the project by considering the existence of one of the following i a capacity expansion option ii a capacity contraction option or iii an option considering both expansion and contraction the full flexible capacity model where both the contraction and expansion options exist leads as expected to a better project predicted value and thus investment policy however we have also found that the capacity strategy obtained from the flexible capacity model when applied to specific demand data series often does not lead to a better investment decision this might seem surprising at first but it can be explained by the inaccuracy of the binomial model the binomial model tends to undervalue future decreases in the stochastic variable demand while at the same time tending to overvalue an increase in future demand values

the impact of lead time on capital investments abstract we study equilibrium investment strategies of firms competing in stochastic dynamic market settings and facing two types of investment structures investment with significant lead time or time to build and investment without or minor lead time we investigate how investment behavior changes when investment is subject to time to build versus when it is not we characterize equilibrium investment strategies under several information structures and compare results to the social optimum we offer some new results the model predicts that controlling for demand and production and investment costs investments and outputs can be higher in progressive industries which often exhibit time to build than in fast paced industries where time to build is insignificant furthermore for both investment types investment with or without time to build we offer a novel equilibrium in which firms incrementally invest this behavior is driven by demand uncertainty and capacity constraints also expected outputs are lower than cournot outputs as firms face uncertainty moreover the amount of uncertainty has different effects over investment types

optimal sequential investment when capital is not readily reversible when investment opportunities arrive one at a time and are reviewed sequentially a corporation s optimal policy differs from a standard net present value rule if the corporation exercises control over an industry state variable and control is costly the first condition presupposes a degree of market power for the firm the second occurs if corporate investment decisions are imperfectly reversible to address the problem of optimal investment in this context a firm s investment decisions are modeled as a markov reward process the causes of economic irreversibility are discussed and general propositions concerning the optimal investment policy are derived these propositions are then applied to the optimization of an exploration program by an oligopolistic firm a price leader under particular demand and distributional assumptions solutions for the optimal decision rule and the value of the exploration program are obtained and their properties examined current investment may affect future opportunities by creating growth opportunities as defined by myers 16 see also spence 25 or by reducing the value of an existing opportunity set despite the known potential for these interactions capital budgeting techniques such as net present valuation scenario planning and monte carlo simulation focus exclusively on the stand alone value of an investment the capacity for modeling interactions is present in the multiperiod models of merton 16 bogue and roll 5 and others the absence of applications however is evidence that actual economic interactions between current and future opportunities are not well understood this paper develops a model of a firm facing a sequence of interdependent growth opportunities opportunities have positive net present values because the firm exercises market power in its product market current investment changes the value of future opportunities through its effect on a product market variable the model is used to examine the impact of demand industry structure and technology on optimal investment rules and on the value of aggregate growth

are oil shocks inflationary asymmetric and nonlinear specifications versus changes in regime this paper identifies a structural break in core u s inflation phillips curves such that oil prices contributed substantially before 1981 but since that time pass through has been negligible this characterization is robust to a variety of re specifications and fits the data better than asymmetric and nonlinear oil price alternatives evidence does not support the hypotheses that declining energy intensity or deregulation of energy producing and consuming industries played an important role monetary policy did not itself become less accommodative of oil shocks but may have helped create a regime where inflation is less sensitive to price shocks more generally

determinacy learnability and monetary policy inertia we show how monetary policy inertia can help alleviate problems of indeterminacy and non existence of stationary equilibrium observed for some commonly studied monetary policy rules we also find that inertia promotes learnability of equilibrium the context is a simple forward looking model of the macroeconomy widely used in the rapidly expanding literature in this area we conclude that this might be an important reason why central banks in the industrialized economies display considerable inertia when adjusting monetary policy in response to changing economic conditions

designing targeting rules for international monetary policy cooperation this study analyzes a two country dynamic general equilibrium model with nominal rigidities monopolistic competition and producer currency pricing a quadratic approximation to the utility of the consumers is derived and assumed as the policy objective function of the policymakers it is shown that only under special conditions there are no gains from cooperation and moreover that the paths of the exchange rate and prices in the constrained efficient solution depend on the kind of disturbance that affects the economy it might be the case either for fixed or floating exchange rates despite this result simple targeting rules that involve only targets for the growth of output and for both domestic gdp and cpi inflation rates can replicate the cooperative allocation

the intensity and timing of investment the case of land the authors model the decision to replace durable capital when intensity is variable decisions of this type include land redevelopment decisions where the density of residential or commercial development is a choice variable as well as capital replacement decisions where capacity is variable the authors provide a general yet simple formation of the problem using an optimal stopping framework they characterize the value of the project the timing of investment and the intensity of development the authors show that intensity interacts in important ways with timing taxes and project values the ability to vary intensity raises hurdle rents and delays development decisions copyright 1994 by american economic association

commodity and equity markets some stylized facts from a copula approach abstract in this paper we propose to identify the dependence structure that exists between returns on equity and commodity futures and its development over the past 20 years the key point is that we do not impose any dependence structure but let the data select it to do so we model the dependence between commodity metal agriculture and energy and stock markets using a flexible approach that allows us to investigate whether the co movement is i symmetrical and frequent ii a symmetrical and mostly present during extreme events and iii asymmetrical and mostly present during extreme events we also allow for this dependence to be time varying from january 1990 to february 2012 our analysis uncovers three major stylised facts first we find that the dependence between commodity and stock markets is time varying symmetrical and occurs most of the time as opposed to mostly during extreme events second not allowing for time varying parameters in the dependence distribution generates a bias towards an evidence of tail dependence similarly considering only tail dependence may lead to false evidence of asymmetry third a growing co movement between industrial metals and equity markets is identified as early as 2003 this co movement spreads to all commodity classes and becomes unambiguously stronger with the global financial crisis after fall 2008

expectation traps and discretion abstract we develop a dynamic model with optimizing private agents and a benevolent optimizing monetary authority that cannot commit to future policies we characterize the set of sustainable equilibria and discuss the implications for institutional reform we show that there are equilibria in which the monetary authority pursues inflationary policies because that is what private agents expect we call such equilibria expectation traps alternative institutional arrangements for the conduct of monetary policy which impose limited forms of commitment on the policymaker can eliminate expectation traps journal of economic literatureclassification numbers e31 e42 e50 e51 e58

recent hikes in oil equity market correlations transitory or permanent this paper empirically examines the long run behavior of eight oil equity correlations based on the adcc asymmetric dynamic conditional correlation model and a novel decomposing approach we select equity price indexes from three developed countries the us the uk and germany and five brics member countries brazil russia india china and south africa and consider ten economic financial events for investigation seven correlations exhibit a positively sloped trend and one exhibits a horizontal trend all of these trends have undergone one or two structural breaks which moved the corresponding correlations to their highest ever evolutionary paths these structural breaks are associated with one or more of the ten episodes considered and a common event impacting all eight of the correlation trends is detected to be the 2008 adverse oil shock the broken trends explain why the correlations were low in the early years and high in the recent years our findings indicate that recent hikes in the oil equity correlations are a long run phenomenon

option valuation of claims on real assets the case of offshore petroleum leases this paper extends financial option theory by developing a methodology for the valuation of claims on a real asset an offshore petroleum lease several theoretical and practical problems not present in applying option pricing theory to financial assets are addressed most importantly we show the necessity of combining option pricing techniques with a model of equilibrium in the market for the underlying asset petroleum reserves the advantages of this approach over conventional discounted cash flow techniques are emphasized the methodological development provides important insights for both company behavior and government policy promising empirical results are reported

a new keynesian model with staggered price and wage setting under learning abstract this paper provides a study of the implications for economic dynamics when the central bank sets its nominal interest rate target in response to variations in wage inflation i provide results on the existence uniqueness and stability under learning of rational expectations equilibrium for alternative specifications of the manner in which monetary policy responds to economic shocks when nominal rigidities are present monopolistically competitive producers set prices via staggered price contracts and households set nominal wages in the same fashion in this setting the conditions for determinacy and learnability of rational expectations equilibrium differ from a model where only prices are sticky i find that when the central bank responds to wage and price inflation and to the output gap a taylor principle for wage and price inflation arises that is related to stability under learning dynamics in other words a moderate reaction of the interest rate to wage inflation helps to avoid instability under learning and indeterminacy

the taylor rule and optimal monetary policy where it denotes the fed s operating target for the federal funds rate pt is the inflation rate measured by the gdp deflator yt is the log of real gdp and y t is the log of potential output identified empirically with a linear trend the rule has since been subject to considerable attention both as an account of actual policy in the united states and elsewhere and as a prescription for desirable policy taylor argues for the rule s normative significance both on the basis of simulations and on the ground that it describes u s policy in a period in which monetary policy is widely judged to have been unusually successful taylor 1999 suggesting that the rule is worth adopting as a principle of behavior here i wish to consider to what extent this prescription resembles the sort of policy that economic theory would recommend i consider the question in the context of a simple but widely used optimizing model of the monetary transmission mechanism which allows one to reach clear conclusions about economic welfare the model is highly stylized but incorporates important features of more realistic models and allows me to make several points that are of more general validity out of concern for the robustness of the conclusions reached the analysis here addresses only broad qualitative features of the taylor rule and attempts to identify features of a desirable policy rule that are likely to hold under a variety of model specifications

on the dynamic links between commodities and islamic equity abstract this paper investigates whether commodities offer potential diversification benefits for islamic equity index investors in light of possible financialization of commodity markets using mgarch dcc and wavelet coherence analyses our findings reveal that correlations between commodity markets and the dow jones islamic market world index are time varying and highly volatile throughout the january 1999 april 2015 period a substantial and persistent increase was observed in the return correlations between commodities and islamic equity at the onset of the 2008 financial crisis however trends in the recent two years suggest that this association is heading towards its pre crisis levels offering again diversification benefits for islamic equity holders these benefits vary across different commodities in various time scales overall gold natural gas soft commodities grains and livestock are better portfolio diversifiers than oil and other metals relative to medium to long term investors short term investors less than 32 days horizon gained better diversification benefits in most commodities during bullish bearish and market recovery periods these findings have implications for investors who are heterogeneous in risk tolerance and time preference as well as for policymakers who are concerned with market stability

robust inflation forecast based rules to shield against indeterminacy abstract this paper provides a first attempt to quantify and at the same time utilize estimated measures of uncertainty for the design of robust interest rate rules we estimate several variants of a linearized form of a new keynesian model using quarterly us data both our theoretical and numerical results indicate that inflation forecast based ifb rules are increasingly prone to the problem of indeterminacy as the forward horizon increases as a consequence the stabilization performance of optimized rules of this type worsens too robust ifb rules can be designed to avoid indeterminacy in an uncertain environment but at an increasing utility loss as rules become more forward looking

dynamic conditional correlations in political science time varying relationships and volatility are two methodological challenges that are particular to the field of time series in the case of the former more comprehensive understanding can emerge when we ask under what circumstances relationships may change the impact of context such as the political environment the state of the economy the international situation etc is often missing in dynamic analyses that estimate time invariant parameters in addition time varying volatility presents a number of challenges including threats to inference if left unchecked among time varying parameter models the dynamic conditional correlation dcc model is a creative and useful approach that deals effectively with over time variation in both the mean and variance of time series the dcc model allows us to study the evolution of relationships over time in a multivariate setting by relaxing model assumptions and offers researchers a chance to reinvigorate understandings that are tested using time series data we demonstrate the method s potential in the first example by showing how the importance of subjective evaluations of the economy are not constant but vary considerably over time as predictors of presidential approval a second example using international dyadic time series data shows that the story of movement and comovement is incomplete without an understanding of the dynamics of their variance as well as their means

dynamic risk spillovers between gold oil prices and conventional sustainability and islamic equity aggregates and sectors with portfolio implications this paper investigates the time varying equicorrelations and risk spillovers between crude oil gold and the dow jones conventional sustainability and islamic stock index aggregates and 10 associated disaggregated islamic sector stock indexes basic materials consumer services consumer goods energy financials health care technology industrials telecommunications and utilities using the multivariate deco fiaparch model and the spillover index of diebold and yilmaz 2012 we also conduct a risk management analysis at the sector level for commodity islamic stock sector index portfolios using different risk exposure measures for comparison purposes we add the aggregate conventional dow jones global index and the dow jones sustainability world index the results show evidence of time varying risk spillovers between these markets moreover there are increases in the correlations among the markets in the aftermath of the 2008 2009 gfc further the oil gold energy financial technology and telecommunications sectors are net receivers of risk spillovers while the sustainability and conventional aggregate djim indexes as well as the remaining islamic stock sectors are net contributors of risk spillovers finally we provide evidence that gold offers better portfolio diversification benefits and downside risk reductions than oil

production and spatial distribution of switchgrass and miscanthus in the united states under uncertainty and sunk cost abstract the u s cellulosic biofuel mandate has not been enforced in recent years uncertainty surrounding the enforcement of the mandate in addition to high production and harvest cost have contributed to a delay in the widespread planting of bioenergy crops such as switchgrass and miscanthus previous literature has shown that under uncertainty and sunk cost an investment threshold is further increased due to the value associated from holding the investment option in this paper we extend the previous literature by applying a real option switching model to bioenergy crop production first we calculate the county level break even price which triggers a switching away from traditional field crops corn soybeans and wheat to bioenergy crops under various scenarios differing by commodity prices production cost and biomass price expectations we show that the resulting break even prices at the county level can be substantially higher than previously estimated due to the inclusion of the option value in a second step we identify counties that are most likely to grow switchgrass or miscanthus by simulating a stochastic biomass price over time our results highlight two issues first switchgrass or miscanthus are not grown in the midwest under any scenario under low agricultural residue removal rates biomass crops are mostly grown in the southeast second under the assumption of a high removal rates bioenergy crops are not grown anywhere in the u s since the cellulosic biofuel mandate can be covered by agricultural residues

irreversible investment real options and competition evidence from real estate development abstract we examine the extent to which uncertainty delays investment and the effect of competition on this relationship using a sample of 1214 condominium developments in vancouver canada built from 1979 1998 we find that increases in both idiosyncratic and systematic risk lead developers to delay new real estate investments empirically a one standard deviation increase in the return volatility reduces the probability of investment by 13 percent equivalent to a 9 percent decline in real prices increases in the number of potential competitors located near a project negate the negative relationship between idiosyncratic risk and development these results support models in which competition erodes option values and provide clear evidence for the real options framework over alternatives such as simple risk aversion

currency substitution risk premia and the taylor principle abstract this paper studies the equilibrium determinacy properties of a simple interest rate rule in a small open economy subject to currency substitution i e the use of a foreign currency for domestic transactions and risk premia on foreign borrowing it shows that if currencies are substitute in the provision of liquidity services the rule s response to inflation has to be sufficiently above unity for the equilibrium to be locally determinate this reinforced taylor principle requirement appears to be more binding in economies characterized by a larger elasticity of currency substitution more debt elastic country risk premia and intermediate degrees of dollarization in transactions

international dimensions of optimal monetary policy abstract this paper provides a baseline general equilibrium model of optimal monetary policy among interdependent economies with monopolistic firms and nominal rigidities an inward looking policy of domestic price stabilization is not optimal when firms markups are exposed to currency fluctuations such a policy raises exchange rate volatility leading foreign exporters to charge higher prices vis a vis increased uncertainty in the export market as higher import prices reduce the purchasing power of domestic consumers optimal monetary rules trade off a larger domestic output gap against lower consumer prices optimal rules in a world nash equilibrium lead to less exchange rate volatility relative to both inward looking rules and discretionary policies even when the latter do not suffer from any inflationary or deflationary bias gains from international monetary cooperation are related in a non monotonic way to the degree of exchange rate pass through

the option value of advanced r d existing tools for making r d investment decisions cannot properly capture the option value in r d since many new products are identified as failures during the r d stages the possibility of refraining from market introduction may add a significant value to the npv of the r d project this paper presents new theoretical insight by developing a stochastic jump amplitude model in a real setting the option value of the proposed model depends on the expected number of jumps and the expected size of the jumps in a particular business the model is verified with empirical knowledge of current research in the field of multimedia at philips corporate research this way the gap between real option theory and the practice of decision making with respect to investments in r d is diminished

time frequency contained co movement of crude oil and world food prices a wavelet based analysis abstract this paper evaluates the association between crude oil prices and world food price indices first within general space and time and then within the combined time frequency sphere monthly price data spanning from january 1990 to february 2016 were used for the analysis the johansen cointegration test conducted within the time domain confirmed the statistically significant cointegrated relationship between crude oil prices and the price indices of food and its sub categories such as dairy cereals vegetable oil and sugar however frequency information was not accounted for to incorporate both the time and frequency features of the data we used a wavelet method that has shown that the world food prices along with the prices of cereals vegetable oils and sugar co move with and are led by crude oil prices results that remain relevant from the short run policy perspective the outcome of toda yamamoto causality confirmed the spillover of crude oil price changes to the world food price index also in the long run the paper ends with the policy implications of these results

investments of uncertain cost abstract this paper examines irreversible investment decisions when projects take time to complete and are subject to two types of cost uncertainty the first is technical uncertainty i e uncertainty over the physical difficulty of completing a project which is only resolved as the investment proceeds the second is input cost uncertainty i e uncertainty over the prices of construction inputs or over government regulations affecting construction costs which is external to the firm these two types of uncertainty have very different effects on the investment decision a simple investment rule is derived that maximizes firm value and is used to analyze the decision to start or continue building a nuclear power plant during the 1980s

are non fundamental equilibria learnable in models of monetary policy abstract recent models of monetary policy can have indeterminacy of equilibria which is often viewed as a difficulty of these models we consider the significance of indeterminacy using the learning approach to expectations formation we employ expectational stability as a selection criterion for different equilibria and derive the expectational stability and instability conditions for forward looking multivariate models both without and with lags the results are applied to several monetary policies

flexibility premium of emissions permits abstract investments in abatement technology are often characterised by irreversibility and significant implementation lags whereas emissions permits can be traded at any time as such abatement and emissions permit trading systems are hardly perfect substitutes we formally study the flexibility of emissions permits and propose a unified framework to rationalise the impact of both investment divestment lags and irreversibility in relation to the price of emissions permits using option pricing concepts we reformulate the technology adoption problem in terms of the technology s characteristics irreversibility and implementation lags and offer a conceptual quantification of the flexibility premium of emissions permits

time to build option value and investment decisions abstract investment decisions and outlays are often made sequentially for example the rate at which construction proceeds is usually flexible and can be adjusted with the arrival of new information traditional discounted cash flow methods which treat the pattern of investment as fixed ignore this flexibility and understate the value of the project this paper uses contingent claims analysis to derive optimal decision rules and to value such investments we determine the effects of time to build opportunity cost and uncertainty on the investment decision for reasonable parameter values we show how a simple npv rule can lead to gross errors

does trade openness matter for aggregate instability abstract this paper presents a cash in advance model of a small open economy and shows that whether an inflation targeting interest rate rule introduces aggregate instability depends in general on the degree of openness to international trade this result emerges regardless of whether prices are sticky or flexible in a closed economy as the monetary authority responds to movements in inflation the resulting changes in interest rates affect aggregate consumption through an intertemporal substitution effect and an inflation tax effect in a small open economy this policy also induces changes in the terms of trade which depending on the degree of openness can generate counteracting effects on consumption as a consequence the implications of interest rate rules on macroeconomic stability in an open economy differ from those in a closed economy

time to build and investment the paper investigates the effect of the time to build technology on investment dynamics it explains the positive autocorrelation of investment by showing that investment is serially correlated once the time to build technology is taken into account the paper also shows that the time to build technology can explain a substantial portion of the variation in aggregate investment data using estimated marginal q the paper illustrates that investment responds asymmetrically to different levels of q a fact in favor of the irreversibility argument