looking for hysteresis in coal consumption in the us abstract this paper estimates an unobserved components model to explore coal consumption in the usa we ask whether coal consumption exhibits hysteresis defined as a dynamic structure in which the cyclical component of coal consumption has permanent effects on the natural component in contrast to previous analysis we provide evidence in favor of hysteresis in coal consumption by using the nonlinear framework proposed recently by perez alonso and di sanzo 13 in which threshold type nonlinearities are introduced by allowing past cyclical consumption to have a different impact on the natural component depending on the regime the article discusses implications of the findings for energy conservation policies

energy consumption at business cycle horizons the case of the united states in this paper we propose a simple extension to a keynesian type macro model by augmenting it with energy consumption we show the relationship between energy consumption and output in a macroeconomic setting and ask the question do permanent shocks dominate changes in energy consumption and output at business cycle horizons for the united states to achieve the goal of this paper we undertake a variance decomposition analysis of shocks based on a common trend and common cycle framework within a vector error correction model our main finding is that permanent shocks explain the bulk of the variations in energy consumption and output at business cycle horizons for the united states

electricity supply employment and real gdp in india evidence from cointegration and granger causality tests abstract this study probes nexus between electricity supply employment and real gdp for india within a multivariate framework using autoregressive distributed lag ardl bounds testing approach of cointegration long run equilibrium relationship has been established among these variables for the time span 1970 71 to 2005 06 the study further establishes long and short run granger causality running from real gdp and electricity supply to employment without any feedback effect thus growth in real gdp and electricity supply are responsible for the high level of employment in india the absence of causality running from electricity supply to real gdp implies that electricity demand and supply side measures can be adopted to reduce the wastage of electricity which would not affect future economic growth of india

the causality relationship between energy consumption and gdp in g 11 countries revisited abstract this paper explores whether energy conservation policies can be implemented in countries with the same level of development that is is restraining energy consumption without compromising economic growth feasible in all industrialized countries a new granger non causality testing procedure developed by toda and yamamoto 1995 journal of econometrics 66 225 250 is applied to re investigate the relationship if any between energy consumption and income in 11 major industrialized countries the results clearly do not support the view that energy consumption and income are neutral with respect to each other except in the case of the united kingdom germany and sweden where a neutral relationship is found bi directional causality in the united states and uni directional running from energy consumption to gdp in canada belgium the netherlands and switzerland are found this indicates that energy conservation may hinder economic growth in the latter five countries further the causality relationship appears to be uni directional but reversed for france italy and japan which implies that in these three countries energy conservation may be viable without being detrimental to economic growth

electricity consumption real gdp causality nexus evidence from a bootstrapped causality test for 30 oecd countries the goal of this paper is to examine any causal effects between electricity consumption and real gdp for 30 oecd countries we use a bootstrapped causality testing approach and unravel evidence in favour of electricity consumption causing real gdp in australia iceland italy the slovak republic the czech republic korea portugal and the uk the implication is that electricity conservation policies will negatively impact real gdp in these countries however for the rest of the 22 countries our findings suggest that electricity conversation policies will not affect real gdp

are fluctuations in coal consumption per capita temporary evidence from developed and developing economies abstract this paper investigates the unit root properties of coal consumption per capita for the 47 developed and developing countries for 1965 2010 period to examine the stationary properties of coal consumption per capita lagrange multiplier lm unit root test with one break and two breaks crash model has been utilized according to empirical results the coal consumption is stationary in almost all the countries analyzed thus if the coal consumption is mean or trend reverting then it follows that the series will return to its mean value or trend path and it might be possible to forecast future movements in the coal consumption based on past behaviors of the series for the policy makers it is not necessary to pay attention to coal consumption excepting for indian and italian however for the researchers it is important to take into account the stationarity property of coal consumption and also structural breaks should be modeled in their future studies

are shocks to disaggregated energy consumption in malaysia permanent or temporary evidence from lm unit root tests with structural breaks abstract the objective of this paper is to examine whether energy consumption in malaysia disaggregated by sector and type is stationary or contains a unit root to realize our objective we apply the lagrange multiplier lm family of unit root tests with up to two structural breaks depending on the decision rule for selecting between results in the no break one break and two break cases we find that energy consumption is stationary for between 50 per cent and 70 per cent of the disaggregated energy series and between 25 per cent and 50 per cent of sectors implications for the malaysian government s attempts to reduce fossil fuel consumption are discussed

hysteresis in unemployment after two decades of ratcheting unemployment in europe most economists agree that structural changes associated with higher equilibrium rates of unemployment have occurred but the direction of causality is a matter of controversy have the structural changes caused the long lasting increases in actual unemployment or have the increases in actual unemployment caused the structural changes the latter possibility is often referred to as hysteresis during the past decade a distinct research program has evolved around the idea that equilibrium employment tracks actual unemployment this survey reviews the various hysteretic explanations offered in the literature and evaluates their empirical standing

convergence in per capita energy use among oecd countries abstract unlike previous studies which mainly focus on the integration properties of energy consumption and production this study examines the convergence of per capita energy use among 25 oecd countries over the period 1960 to 2010 in particular newly developed lm and rals lm unit root tests with allowance for two endogenously determined structural breaks are employed the results indicate significant support for per capita energy use convergence among oecd countries

the role of energy in real business cycle models abstract this paper modifies hansen s 1985 analysis of a real business cycle mode with indivisible labor by explicitly including energy as a productive input and modelling the relative price of energy as an exogenous random process one goal is to determine the extent to which the introduction of energy price shocks reduces the reliance of the real business cycle model on unobserved technology shocks the other goal following christiano and eichenbaum 1991 is to compare the correlation between real wages and hours predicted by the energy inclusive model to that predicted by hansen s model

unemployment equilibria and input prices theory and evidence from the united states the paper develops an efficiency wage model where input prices affect the equlibrium rate of unemployment we show that a simple framework based on only two prices the real price of oil and the real rate of interest is able to explain the main post war movements in the rate of u s joblessnss the equations do well in forecasting unemployment many out of sample and provide evidence that the oil price spike associated with iraq s invasion of kuweit appears to be a component of the mystery recession which followed

are fluctuations in oil consumption permanent or transitory evidence from linear and nonlinear unit root tests abstract this paper examines the integration properties of the total oil consumption in 57 countries for the period of 1965 2012 a combination of new and powerful linear and nonlinear stationarity tests are employed to achieve the objectives of the study we find that the oil consumption series in 21 countries follow a nonlinearity path while those in the other countries are linear in nature evidence of the presence of a unit root is found for the total oil consumption series in 38 countries while the series is stationary in the remaining 19 countries an important insight is that the blueprints that were designed to reduce oil consumption are likely to have a permanent effect in most of the countries

are oil shocks permanent or temporary panel data evidence from crude oil and ngl production in 60 countries this paper examines the unit root properties of crude oil production for 60 countries employing a range of panel data unit root tests for the period 1971 to 2003 the study first employs a number of panel data tests that do not accommodate structural breaks and then proceeds to apply the lagrange multiplier lm panel unit root test with one structural break the results of the panel data tests without a structural break are inconclusive with at best mixed support for joint stationarity the findings from the lm panel unit root test with a structural break however are conclusive suggesting that for a world panel and smaller regional based panels crude oil and ngl production are jointly stationary

u s disaggregated renewable energy consumption persistence and long memory behavior abstract this study examines the degree of time persistence in u s disaggregated renewable energy consumption hydropower geothermal solar wind wood waste and biofuels using innovative fractional integration and autoregressive models with monthly data for the period 1994 2 to 2011 10 the results indicate that in the case of hydropower solar wind waste and biofuels the estimates of fractional integration are higher than 0 5 but less than 1 0 implying nonstationary but mean reverting behavior in the case of geothermal and waste the estimates of fractional integration are around 0 5 and in the boundary case between stationarity and nonstationarity for wood the estimate of fractional integration is significantly smaller than 0 5 and thus showing stationary behavior with long memory behavior furthermore the study incorporates the presence of breaks in the data with the absence of breaks in hydropower geothermal solar wind wood and biofuels but a single break in the case of waste due to the inclusion of non renewable waste from non biogenic sources through 2000 the results reveal that u s disaggregated renewable energy consumption measures are better explained in terms of a long memory model that incorporates persistence components and seasonality

the energy growth nexus reconsidered persistence and causality abstract this article applies a recent econometric framework to the analysis of the relationship between energy consumption and economic growth in the us which allows a joint study of causality and persistence we provide evidence suggesting a nonlinear relationship with a structural break in the most recent regime we find that gdp causes energy consumption and vice versa furthermore both series show persistence i e cyclical and natural components do not evolve independently thus policies oriented to the reduction of energy consumption could constrain economic growth and policy shocks can have permanent effects

do oil price shocks matter evidence for some european countries this paper analyzes the oil price macroeconomy relationship by means of analyzing the impact of oil prices on inflation and industrial production indexes for many european countries using quarterly data for the period 1960 1999 first we test for cointegration allowing for structural breaks among the variables second and in order to account for the possible non linear relationships we use different transformation of oil price data the main results suggest that oil prices have permanent effects on inflation and short run but asymmetric effects on production growth rates furthermore significant differences are found among the responses of the countries to these shocks

oil and the macroeconomy since world war ii all but one of the u s recessions since world war ii have been preceded typically with a lag of around three fourths of a year by a dramatic increase in the price of crude petroleum this does not mean that oil shocks caused these recessions evidence is presented however that even over the period 1948 72 this correlation is statistically significant and nonspurious supporting the proposition that oil shocks were a contributing factor in at least some of the u s recessions prior to 1972 by extension energy price increases may account for much of post opec macroeconomic performance

energy production in brazil empirical facts based on persistence seasonality and breaks abstract this paper investigates the statistical properties of the production of energy in brazil using long range dependence techniques in monthly data from january 2000 to february 2013 two important features of the data are analyzed in particular its degree of persistence and seasonality the results indicate first that seasonality is an essential issue in modeling the persistence in energy production also the persistence itself measured in terms of the differencing parameter is relevant with orders of integration in the series found to be positive though smaller than 1 and thus implying mean reversion a single structural break is also found in two of the series policy implications of the results obtained are also derived

can the electricity market be characterised by asymmetric behaviour in this paper we test for asymmetric behaviour of industrial and residential electricity demand for the g7 countries using the entropy based test for symmetry suggested by racine j and maasoumi e 2007 a versatile and robust metric entropy test of time reversibility and other hypotheses journal of econometrics 138 2 547 567 racine j and maasoumi e 2008 a robust entropy based test of asymmetry for discrete and continuous processes econometric reviews 28 246 261 the triples test of randles r flinger m policello g and wolfe d 1980 an asymptotically distribution free test for symmetry versus asymmetry journal of the american statistical association 75 168 172 and the bai j and ng s 2001 a consistent test for conditional symmetry in time series models journal of econometrics 103 225 258 test for conditional symmetry using data that spans over three decades we find overwhelming evidence of conditional symmetry of residential and industrial electricity consumption this finding implies that the use of econometric tests based on linear data generating processes is credible

applied econometrics and implications for energy economics research abstract developments in applied econometrics particularly with regard to unit root tests and cointegration tests have motivated a rich empirical literature on energy economics over the last decade this study reviews recent developments in time series econometrics applications in the energy economics literature we first consider the literature on the integration properties of energy variables we begin with a discussion of the implications of whether energy variables contain a unit root and proceed to examine how results differ according to the specific unit root or stationarity test employed we then proceed to examine recent developments in the literature on cointegration granger causality and long run estimates between disaggregated energy consumption and economic growth we review both single country and panel studies and pay particular attention to studies which have expanded the literature through adding variables such as financial development and trade in addition to energy consumption to the augmented production function as well as studies which have extended the literature through examining disaggregated energy consumption by type in each case we highlight best practice in the literature point to limitations in the literature including econometric modeling challenges and suggest recommendations for future research a key message of our survey is that the profession needs to guard against overload of research in these areas as most applied studies are no longer adding anything more to what is already known

are shocks to renewable energy consumption permanent or transitory an empirical investigation for brazil china and india abstract this paper investigates whether there is a unit root in renewable energy consumption in three large developing economies brazil china and india over the period 1971 2014 to do so it uses four unit root tests assuming one structural break two structural breaks and more than two structural breaks it observes that renewable energy consumption is a unit root process in brazil but it is found as stationary in china and india the paper also tackles issues and challenges in the unit root test methodology in energy economics literature and provides implications for renewable energy consumption in three economies

are fluctuations in electricity consumption per capita transitory evidence from developed and developing economies abstract this paper investigates the unit root properties of electricity consumption per capita of 67 developed and developing countries for the period 1971 2010 to examine the stationary properties of electricity consumption per capita we have adopted lee and strazicich 2003 2004 test of unit root that allows us to test for at most two endogenous breaks and uses the lagrange multiplier lm test statistics results show that 65 country series reject the unit root null hypothesis except for 2 country series thus our empirical findings provide significant evidence that electricity consumption per capita is stationary in almost all countries considered the stationarity of electricity consumption per capita indicates that it should be possible for the series to forecast future movements in the energy consumption based on the past behaviors of the series

is energy consumption per capita broken stationary new evidence from regional based panels abstract for the first time a new panel unit root testing procedure developed by 51 carrion i silvestre et al 2005 breaking the panels an application to gdp per capita econometrics journal 8 159 175 is applied to re investigate the stationarity of energy consumption per capita for 7 regional panel sets covering the 1971 2002 period with structural breaks and cross sectional correlations introduced into the model it becomes clear that all regional based panels of energy consumption per capita are stationary the structural breakpoints identify the likely causes of major changes in energy consumption in the past the findings underscore the importance of accounting for exogenous shocks to a series and offer several important implications for policy makers and energy economists

government partisanship labor organization and macroeconomic performance governments of the left and right have distinct partisan economic policies and objectives that they would prefer to pursue their propensity to do so however is constrained by their desire for reelection we argue that the ability of governments to further their partisan interests and preside over reelectable macroeconomic outcomes simultaneously is dependent on the organization of the domestic economy particularly the labor movement we hypothesize that there are two different paths to desirable macroeconomic performance in countries with densely and centrally organized labor movements leftist governments can promote economic growth and reduce inflation and unemployment conversely in countries with weak labor movements rightist governments can pursue their partisan preferred macroeconomic strategies and achieve similarly beneficial macroeconomic outcomes performance will be poorer in other cases these hypotheses are supported by analysis of pooled annual time series data for 16 advanced industrial democracies between 1967 and 1984

import demand of crude oil and economic growth evidence from india abstract this study establishes a long run equilibrium relationship among quantity of crude oil import income and price of the imported crude in india for the time span 1970 1971 to 2005 2006 using autoregressive distributed lag ardl bounds testing approach of cointegration empirical results show that the long term income elasticity of imported crude in india is 1 97 and there exists a unidirectional long run causality running from economic growth to crude oil import so reduction of crude oil import will not affect the future economic growth in india in the long run india should take various energy efficiency and demand side management measures in transport sector along with other measures like expanding and strengthening indigenous resource base substituting imported fuels by domestic fuels and de controlling the price of petroleum products to reduce its import dependence

conditional convergence in us disaggregated petroleum consumption at the sector level abstractwe test for convergence in disaggregated petroleum consumption at the sector level for the united states using the recently proposed garch unit root test suitable for high frequency data we find evidence of convergence for just over half of the series including total petroleum consumption in each sector and approximately three quarters of the disaggregated petroleum consumption series in transportation

convergence in energy consumption per capita among asean countries abstract we test for convergence in energy consumption per capita among asean countries over the period 1971 to 2011 using the panel kpss stationarity test and panel lagrange multiplier lm unit root test the results for the panel stationarity and unit root tests with structural breaks find support for energy convergence in asean

cointegration and unit roots this paper provides an updated survey of a burgeoning literature on testing estimation and model specification in the presence of integrated variables integrated variables are a specific class of non stationary variables which seem to characterise faithfully the properties of many macroeconomic time series the analysis of cointegration develops out of the existence of unit roots and offers a generic route to test the validity of the equilibrium predictions of economic theories special emphasis is put on the empirical researcher s point of view

this is what happened to the oil price macroeconomy relationship abstract many of the quarterly oil price increases observed since 1985 are corrections to even bigger oil price decreases the previous quarter when one looks at the net increase in oil prices over the year recent data are consistent with the historical correlation between oil shocks and recessions

long memory in us disaggregated petroleum consumption evidence from univariate and multivariate lm tests for fractional integration previous studies that have tested for a unit root in aggregate energy consumption have potentially reached misleading conclusions because they fail to allow for the possibility that energy consumption might be fractionally integrated and do not distinguish between different types of energy consumption this study tests for long memory in disaggregated petroleum consumption in the united states using univariate and multivariate lagrange multiplier lm tests for fractional integration the results point strongly to the need to distinguish between different forms of energy consumption and allow for a generalization of the i 0 i 1 dichotomy when considering the order of integration of energy consumption allowing for short run dynamics the univariate test suggests that less than 50 of the series are fractionally integrated consistent with expectations the non stationary series are found to have the highest mean and standard deviation the multivariate test suggests that petroleum consumption in the commercial and industrial sectors is clearly fractionally integrated when allowing for short run dynamics and as such exhibits persistent effects while petroleum consumption in the residential sector is a stationary process

discrete versus continuous state switching models for portfolio credit risk abstract dynamic models for credit rating transitions are important ingredients for dynamic credit risk analyses we compare the properties of two such models that have recently been put forward the models mainly differ in their treatment of systematic risk which can be modeled either using discrete states e g expansion versus recession or continuous states it turns out that the implied asset correlations and default rate volatilities for discrete state switching models are implausibly low compared to empirical estimates from the literature we conclude that care has to be taken when discrete state regime switching models are employed for dynamic credit risk management as a side result of our analysis we obtain indirect evidence that asset correlations may change over the business cycle

the electricity consumption and economic growth nexus evidence from greece abstract this paper attempts to cast light into the relationship between electricity consumption and economic growth in greece in a multivariate framework for this purpose we used cointegration techniques and the vector error correction model in order to capture short run and long run dynamics over the sample period 1970 2011 the empirical results reveal that in the long run electricity demand appears to be price inelastic and income elastic while in the short run the relevant elasticities are below unity we also argue that the causal relationship between electricity consumption and economic growth in greece is bi directional our results strengthen the notion that greece is an energy dependent country and well directed energy conservation policies could even boost economic growth furthermore the implementation of renewable energy sources should provide significant benefits ensuring sufficient security of supply in the greek energy system this evidence can provide a new basis for discussion on the appropriate design and implementation of environmental and energy policies for greece and other medium sized economies with similar characteristics

are shocks to energy consumption permanent or temporary evidence from 182 countries this article applies univariate and panel data unit root tests to annual panel data for 182 countries over the period 1979 2000 to examine the stationarity properties of per capita energy consumption the univariate unit root test can only reject the unit root null for 56 countries or 31 of the sample at the 10 level or better however univariate unit root tests have low power with short spans of data and therefore failure to reject the unit root null should be treated with caution when we apply the panel data unit root test we find overwhelming evidence that energy consumption is stationary we discuss the policy implications of these findings and offer suggestions for future research

are co2 emission levels converging among industrial countries time paths of carbon dioxide emissions intwenty one industrial countries are examinedfrom 1960 1997 to test for stochastic andconditional convergence both panel unit roottests and cross section regressions areperformed overall we find significantevidence that co2 emissions haveconverged

oil price shocks stock market economic activity and employment in greece abstract using a multivariate vector autoregression var approach this paper attempts to shed light into the dynamic relationship among oil prices real stock prices interest rates real economic activity and employment for greece the empirical evidence suggests that oil price changes affect real economic activity and employment oil prices are important in explaining stock price movements stock returns do not lead to changes in real activity and employment

structural break unit root and the causality between energy consumption and gdp in turkey abstract this paper tries to investigate a series of unit root and causality tests to detect causality between the gdp and energy consumption in turkey employing hsiao s version of granger causality method for the 1950 2000 period the conventional unit root tests indicate the series are i 1 whereas the endogenous break unit root tests proposed by zivot and andrews zivot e and andrews d w k 1992 further evidence on the great crash the oil price shock and the unit root hypothesis journal of business and economics statistics 10 251 270 and perron perron p 1997 further evidence on breaking trend functions in macroeconomic variables journal of econometrics 80 355 385 reveal that the series are trend stationary with a structural break therefore it is inappropriate to take the first difference of the data to achieve stationarity the main conclusion of this study is that there is no evidence of causality between energy consumption and gdp in turkey based on the detrended data

exploring the oil price and real gdp nexus for a small island economy the fiji islands the goal of this paper is to examine the relationship between real gdp and oil prices using time series data for the period 1970 2005 our main finding is that an increase in oil has a positive albeit inelastic impact on real gdp inconsistent with the bulk of the literature we argue that this is not a surprising result for the fiji islands our central argument focuses on two aspects of the fijian economy 1 the fact that actual output in fiji has been around 50 per cent less than potential output thus fiji s actual output has not reached a threshold level at which oil prices can negatively impact output and 2 a rise in oil prices filters through to value added which in turn is reflected in a larger actual output

the role of globalization on the recent evolution of energy demand in india implications for sustainable development using annual data for the period 1971 2012 this study explores the relationship between globalization and energy consumption for india by endogenizing economic growth financial development and urbanization the cointegration test proposed by bayer hanck 2013 is applied to estimate the long run and short run relationships among the variables after confirming the existence of cointegration the overall results from the estimation of an ardl energy demand function reveal that in the long run the acceleration of globalization measured in three dimensions economic social and overall globalization leads to a decline in energy demand in india furthermore while financial development is negatively related to energy consumption economic growth and urbanization are the key factors leading to increased energy demand in the long run these results have policy implications for the sustainable development of india in particular globalization and financial development provide a win win situation for india to increase its economic growth in the long run and become more environmentally sustainable

a unit root model for trending time series energy variables in this paper we propose a garch based unit root test that is flexible enough to account for a trending variables b two endogenous structural breaks and c heteroskedastic data series our proposed model is applied to a range of time series trending and heteroskedastic energy variables our two main findings are first the proposed trend based garch unit root model outperforms a garch model without trend and second allowing for a time trend and two endogenous structural breaks are important in practice for doing so allows us to reject the unit root null hypothesis

will disruptions in opec oil supply have permanent impact on the global oil market abstract opec has long been a major stakeholder and strong player in the global energy market especially in the petroleum sub sector in recent time however there have been questions over the influence of opec in the sub sector due to changing petroleum production landscape specifically as a result of the discovery of unconventional energy resources in north america and emergence of non opec petroleum producing and exporting countries this development could have significant effect on the global energy market and the macro economy of opec member countries the stationarity or otherwise of opec oil production supply has important implications for determining whether fluctuations in opec market supply has temporary or permanent effect using the zivot andrews structural break stationarity test and production data of opec member countries from 1980 to 2011 this paper investigates whether fluctuations in opec market supply has temporary or permanent effect the empirical analysis shows that for only 5 opec members nigeria saudi arabia ecuador kuwait and uae is the hypothesis of unit root rejected this implies that for the five 5 opec members the effects of shocks to oil production are not permanent and future pattern of oil production can be predicted following past trend the practical implication of this finding is that opec production quota strategy may not have long term impact on the global oil market thus the cartel needs to improve oil production policy coordination among members and ensure strict adherence to production quota while also stressing the need for diversification in member countries

will initiatives to promote hydroelectricity consumption be effective evidence from univariate and panel lm unit root tests with structural breaks abstract this paper examines whether initiatives to promote hydroelectricity consumption are likely to be effective by applying univariate and panel lagrange multiplier lm unit root tests to hydroelectricity consumption in 55 countries over the period 1965 2011 we find that for the panel as well as about four fifths of individual countries that hydroelectricity consumption is stationary this result implies that shocks to hydroelectricity consumption in most countries will only result in temporary deviations from the long run growth path an important consequence of this finding is that initiatives designed to have permanent positive effects on hydroelectricity consumption such as large scale dam construction are unlikely to be effective in increasing the share of hydroelectricity relative to consumption of fossil fuels

the causal relationship between energy consumption and economic growth in lebanon this paper investigates the dynamic causal relationship between energy consumption and economic growth in lebanon over the period 1980 2009 within a bivariate framework imposed on us due to data limitations and in an effort to increase the robustness of our results we employ a variety of causality tests namely hsiao toda yamamoto and vector error correction based granger causality tests we find strong evidence of a bidirectional relationship both in the short run and in the long run indicating that energy is a limiting factor to economic growth in lebanon from a policy perspective the confirmation of the feedback hypothesis warns against the use of policy instruments geared towards restricting energy consumption as these may lead to adverse effects on economic growth consequently there is a pressing need to revise the current national energy policy that calls for a 5 energy conservation target also to shield the country from external supply shocks given its substantial dependence on energy imports policymakers should emphasize the development of domestic energy resources further the most pertinent implication is that relaxing the present electric capacity shortages should be made a national priority in view of its potential positive effect on the economy

the demand for electricity in israel quarterly data for israel are used to compare and contrast three dynamic econometric methodologies for estimating the demand for electricity by households and industrial companies these are the dynamic regression model and two approaches to cointegration ols and maximum likelihood since we find evidence of seasonal unit roots in the data we also test for seasonal cointegration we find that the scale elasticities are similar in all three approaches but the ols price elasticities are considerably lower moreover ols suggests non cointegration the paper concludes by stochastically simulating the drms to calculate upside risk in electricity demand

the overvaluation of purchasing power parity abstract recent panel studies of purchasing power parity have reported strong evidence of mean reversion in real exchange rates however these studies fail to control for cross sectional dependence in the data this failure has dramatic consequences raising the significance level of tests with a nominal size of 5 percent to as much as 50 percent it is shown in this paper that controlling for cross sectional dependence no evidence against the random walk null can be found in panels of up to 64 real exchange rates this finding cannot be attributed to low power as there is ample power in panels of this size to reject the unit root null