energy consumption and gdp in developing countries a cointegrated panel analysis in this paper we re investigate the co movement and the causality relationship between energy consumption and gdp in 18 developing countries using data for the period 1975 to 2001 recently developed tests for the panel unit root heterogeneous panel cointegration and panel based error correction models are employed the empirical results provide clear support of a long run cointegration relationship after allowing for the heterogeneous country effect the long run relationship is estimated using a full modified ols the evidence shows that long run and short run causalities run from energy consumption to gdp but not vice versa this result indicates that energy conservation may harm economic growth in developing countries regardless of being transitory or permanent

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

revisited are shocks to energy consumption permanent or temporary new evidence from a panel suradf approach abstract this paper explores whether the hypothesis of energy consumption stationarity is supported in different regions the stationarity properties indicate that the impact of a reduction in energy consumption or a realignment policy is only temporary and over time the series will revert back to the trend path this paper first applies the panel seemingly unrelated regressions augmented dickey fuller panel suradf test developed by breuer et al breuer j b mcnown r wallace m s 2001 misleading inferences from panel unit root tests with an illustration from purchasing power parity review of international economics 9 3 482 493 which allows us to account for possible cross sectional effects and to identify how many and which members of the panel contain a unit root the main conclusion is that the stationarity of energy consumption will be affected by the differences among the five regions made up of 84 countries during the period 1971 2003 similar conclusions are reached when we analyze country groups based on levels of development moreover the results reveal that conventional panel unit root tests can lead to misleading inferences which are biased towards stationarity even if only one series in the panel is strongly stationary lastly some policy implications emerge from our results

disaggregate energy consumption employment and income in turkey the purpose of this paper is to contribute to literature on energy consumption and economic growth relationship by examining how much of the variance in national income growth can be explained by the growth of different sources of energy consumption and employment in turkey we use the recently developed generalized forecast error variance decomposition technique of koop et al j econom 74 1996 119 and pesaran and shin econ lett 58 1998 17 to determine the information content of the growth rate of energy consumption waste seems to have the largest initial impact followed by oil however over a 3 year horizon lignite appears to explain the largest forecast error variance of gdp the total energy consumption explains 21 of forecast error variance of gdp energy consumption appears to be almost as important as employment in turkey therefore policy makers may be interested in identifying the energy dependencies of economic growth in allocating the energy investment budget

persistence in natural gas consumption in the us an unobserved component model abstract this article re examines the persistence in natural gas consumption using an alternative methodology in particular we report estimates of an unobserved components model in which hysteresis exists if cyclical and natural gas consumptions do not evolve independently in addition this framework is also extended by using the nonlinear approach in which nonlinearities are introduced by allowing past cyclical component to have a different impact on the natural component depending on the regime in a linear framework our results seem to indicate that hysteresis does not exist however when non linearity is taken into account we provide evidence in favor of hysteresis in natural gas consumption when the variations in natural gas consumption are above the threshold value we also selectively survey the empirical literature that examines the long term properties of energy series in order to put our contribution in perspective

household energy consumption versus income and relative standard of living a panel approach our fundamental premise is that energy consumption at the household level is a key indicator of standard of living we employ state of the art panel cointegration techniques to evaluate the nature of the relationship between income measures and energy consumption measures for seven east indian ocean countries the general finding is that income and household electricity consumption are not cointegrated given this finding we conclude that standard of living measures that rely on income measures and do not include household level energy consumption information will necessarily miss important indications of both levels and changes of standard of living

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

is consumption too smooth long memory and the deaton paradox under common arima representations of income the permanent income hypothesis predicts that the volatility of consumption should be larger than the volatility of unanticipated shocks to income this prediction is not supported by the data the authors examine whether this apparent excess smoothness of consumption is the result of the arima representation s implicit restrictions on low frequency dynamics by using a generalized long memory stochastic representation the authors construct confidence intervals for the long run impulse response of income in the absence of such low frequency restrictions these intervals are quite wide and include regions in which excess smoothness vanishes copyright 1991 by mit press

the causal relationship between energy use and economic growth in switzerland abstract this paper investigates the relationships between energy consumption and economic growth in switzerland over the period 1950 2010 we apply bounds testing techniques to different energy types separately robustness tests are performed by including additional variables and restricting the analysis to the period after 1970 the results show that there exist robust long run relationships going from real gdp toward heating oil and electricity consumption the relationship between heating oil and gdp is in fact bidirectional although weaker from heating oil toward gdp than in the reverse direction when investigating the period 1970 2010 only the estimate of the long run income elasticity of electricity consumption loses statistical significance and that for heating oil becomes negative those results imply a possible decoupling between gdp growth and energy consumption so that energy conservation policies are not necessarily expected to have a negative impact on swiss economic growth

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

are fluctuations in energy consumption transitory or permanent evidence from a fourier lm unit root test abstract in this study we employ a recently introduced unit root test with a fourier function that is capable of capturing the unknown nature of structural breaks to reexamine the stationarity properties of energy consumption per capita of 109 countries over the period 1960 2011 the results of the fourier lagrange multiplier unit root test show that the energy consumption per capita for algeria australia benin bolivia canada costa rica denmark egypt greece guatemala hong kong ireland jordan korea democratic republic mexico myanmar the netherlands new zealand oman paraguay qatar singapore tanzania the united states and vietnam is stationary indicating that energy demand management policies will not be effective on energy consumption in the long term in addition to this since the energy consumption in these countries does not contain a unit root future movements in energy consumption can be predicted by employing historical behaviors

electricity consumption employment and real income in australia evidence from multivariate granger causality tests this paper examines the relationship between electricity consumption employment and real income in australia within a cointegration and causality framework we find that electricity consumption employment and real income are cointegrated and that in the long run employment and real income granger cause electricity consumption while in the short run there is weak unidirectional granger causality running from income to electricity consumption and from income to employment

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

is per capita electricity consumption stationary time series evidence from oecd countries this study examines the stationary properties of per capita electricity consumption in which the endogenously determined break points are incorporated in 23 high income oecd countries by using annual data over 1960 2005 period we utilize lagrange multiplier lm unit root test that endogenously determines structural breaks in level and or trend we find that 21 country series reject the unit root null hypothesis at the 5 significance level except for 2 country series thus our empirical findings provide significant evidence that per capita electricity consumption is stationary in almost all countries considered in the study the stationarity of per capita electricity consumption 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 important policy implications emerge from our empirical results of the unit root test with multiple structural breaks

evidence of long memory behavior in u s renewable energy consumption this study examines the degrees of time persistence in u s total renewable energy consumption using innovative fractional integration and autoregressive models with monthly data from 1981 1 to 2010 10 the results indicate that renewable energy consumption is better explained in terms of a long memory model that incorporates persistence components and seasonality the degree of integration is above 0 5 but significantly below 1 0 suggesting nonstationarity with mean reverting behavior the presence of long memory behavior persistence in renewable energy consumption suggests that random shocks may very well move renewable energy consumption from pre determined target levels for a period of time

an analysis of oil production by opec countries persistence breaks and outliers this study examines the time series behaviour of oil production for opec member countries within a fractional integration modelling framework recognizing the potential for structural breaks and outliers the analysis is undertaken using monthly data from january 1973 to october 2008 for 13 opec member countries the results indicate there is mean reverting persistence in oil production with breaks identified in 10 out of the 13 countries examined thus shocks affecting the structure of opec oil production will have persistent effects in the long run for all countries and in some cases the effects are expected to be permanent

analysing inflation by the fractionally integrated arfima garch model this paper considers the application of long memory processes to describing inflation for ten countries we implement a new procedure to obtain approximate maximum likelihood estimates of an arfima garch process which is fractionally integrated i d with a superimposed stationary arma component in its conditional mean additionally this long memory process is allowed to have garch type conditional heteroscedasticity on analysing monthly post world war ii cpi inflation for ten different countries we find strong evidence of long memory with mean reverting behaviour for all countries except japan which appears stationary for three high inflation economies there is evidence that the mean and volatility of inflation interact in a way that is consistent with the friedman hypothesis

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

energy gdp relationship revisited an example from gcc countries using panel causality abstract this work investigates the causality relationship between gross domestic product gdp and energy consumption in the six countries of the gulf cooperation council gcc recently developed panel cointegration and causality techniques are used to uncover the direction of energy gdp causality in the gcc empirical results indicate a unidirectional causality running from gdp to energy consumption evidence shows no support for the hypothesis that energy consumption is the source of gdp growth in the gcc countries such results suggest that energy conservation policies may be adopted without much concern about their adverse effects on the growth of gcc economies

the fischer black hypothesis some time series evidence we estimate an arch m model to analyze the relationship between the conditional standard deviation of real gross national product gnp and its growth rate for the period 1871 1993 we find that variability significantly increases output growth rates in addition impulse response functions show that the effect of variability on growth rates is dynamic these results provide evidence in favor of black s 1987 business cycle hypothesis

long memory and persistence in aggregate output abstract we examine persistence in u s aggregate output by estimating fractionally integrated arima models these models provide better low frequency approximations to the wold representation than previous stochastic specifications and earlier results on the importance of a permanent component emerge as special cases we find evidence of long memory which induces persistence though this long memory need not be associated with a unit root our point estimates indicate that macroeconomic shocks while persistent are distinctly less persistent than many earlier studies suggest however confidence intervals associated with the long run response are quite wide

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 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

a note on the causal relationship between energy and gdp in taiwan abstract this paper re examines the causality between energy consumption and gdp by using updated taiwan data for the period 1954 1997 as a secondary contribution we investigate the causal relationship between gdp and the aggregate as well as several disaggregate categories of energy consumption including coal oil natural gas and electricity applying granger s technique we find bidirectional causality between total energy consumption and gdp we find further that different directions of cause exist between gdp and various kinds of energy consumption

long memory in inflation rates international evidence we examine monthly inflation rates of five industrial countries the application of tests against stationarity as well as tests against a unit root yield contradictory results thus fractional integration allowing for long memory is a plausible model we discuss and apply the periodogram regression to estimate the difference parameters for all countries we find estimates significantly different from 1 as well as from 0 this is evidence in favor of long memory specification tests and maximum likelihood estimates support the fitted models finally we relate our empirical results to the construction of the data

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

mean reversion in the real exchange rates abstract robinson s j am stat assoc 89 1994 1420 fractionally based tests for unit roots and other hypotheses are applied to real exchange rate data between u s and five industrialized countries the results indicate that the series are fractionally integrated with mean reversion if the disturbances are autocorrelated

an alternative reference scenario for global co2 emissions from fuel consumption an arfima approach abstract in this note we establish an alternative reference scenario based on an arfima model estimated using global co2 emissions from 1750 to 2013 these new reference forecasts are free from additional assumptions on demographic and economic variables often used in most reference forecasts instead we only rely on the properties of the underlying stochastic process for global co2 emissions that are in this sense closer to fundamentals our reference forecasts are clearly below the levels proposed by other reference scenarios available in the literature this is important as it suggests that the ongoing policy goals are actually easier to reach than what is implied by the standard reference scenarios having lower and more realistic reference emissions projections gives a truer assessment of the policy efforts that are needed and highlights the lower costs involved in mitigation efforts thereby maximizing the likelihood of more widespread environmental policy efforts

energy models for demand forecasting a review abstract energy is vital for sustainable development of any nation be it social economic or environment in the past decade energy consumption has increased exponentially globally energy management is crucial for the future economic prosperity and environmental security energy is linked to industrial production agricultural output health access to water population education quality of life etc energy demand management is required for proper allocation of the available resources during the last decade several new techniques are being used for energy demand management to accurately predict the future energy needs in this paper an attempt is made to review the various energy demand forecasting models traditional methods such as time series regression econometric arima as well as soft computing techniques such as fuzzy logic genetic algorithm and neural networks are being extensively used for demand side management support vector regression ant colony and particle swarm optimization are new techniques being adopted for energy demand forecasting bottom up models such as markal and leap are also being used at the national and regional level for energy demand management

long memory and disaggregated energy consumption evidence from fossils coal and electricity retail in the u s abstract in this paper the long memory properties of disaggregated fossils coal and electricity retail consumption in the u s over the 1989 2009 period are examined the presence of long memory is related to autocorrelation persistence of each series our results show that there is heterogeneity in the order of integration between these types of energy consumption and for the different sectors employed which is affected by the inclusion of a break event the order of integration was generally higher for the case of a break in the intercept than in the slope with the latter being more plausible for all series

will policies to promote renewable electricity generation be effective evidence from panel stationarity and unit root tests for 115 countries abstract this study examines whether policies to promote renewable electricity generation are likely to be effective by applying panel unit root and stationarity tests to time series data on renewable electricity generation for 115 countries over the period 1980 2008 we find that for the panel as a whole and almost three quarters of the individual countries renewable electricity generation is characterized by a unit root this result implies that policies to promote renewable electricity generation such as renewable portfolio standards which result in annual increases in renewable energy and as such which represent permanent positive shocks to the long run growth path of renewable electricity generation will be more effective in increasing renewable electricity generation than policies with a pre specified time horizon

bidding structure market efficiency and persistence in a multi time tariff setting the purpose of this study is to examine the fractal dynamics of day ahead electricity prices by using parametric and semi parametric approaches for each time zone in a multi time tariff setting in the framework of bidding strategies market efficiency and persistence of exogenous shocks we find that that electricity prices have long term correlation structure for the first and third time zones indicating that market participants bid hyperbolically and not at their marginal costs market is not weak form efficient at these hours and exogenous shocks to change the mean level of prices will have permanent effect and be effective on the other hand for the second time zone we find that price series does not exhibit long term memory this finding suggests the weak form efficiency of the market in these hours and that market participants bid at their marginal costs furthermore this indicates that exogenous shocks will have temporary effect on electricity prices in these hours these findings constitute an important foundation for policy makers and market participants to develop appropriate electricity price forecasting tools market monitoring indexes and to conduct ex ante impact assessment

dynamics of persistence in international inflation rates characteristics of inflation play a key role in policy formulation and market analysis several studies have analyzed inflation persistence and reached diverging conclusions in this paper we investigate the dynamics of inflation persistence using fractionally integrated processes and find that there has been a clear decline in inflation persistence in the united states over the past two decades we also show that the presence of fractional integration in inflation successfully explains previous diverging results lastly we provide some international comparisons to examine the extent to which there has been a commensurate decline in inflation persistence in the other g7 economies

disaggregated industrial energy consumption and gdp the case of shanghai 1952 1999 abstract this paper investigates the causal relationship between various kinds of industrial energy consumption and gdp in shanghai for the period 1952 1999 using a modified version of the granger 1969 causality test proposed by toda and yamamoto j econ 66 1995 225 the empirical evidence from disaggregated energy series seems to suggest that there was a uni directional granger causality running from coal coke electricity and total energy consumption to real gdp but no granger causality running in any direction between oil consumption and real gdp

is monthly us natural gas consumption stationary new evidence from a garch unit root test with structural breaks we apply a recently developed unit root test that simultaneously accounts for heteroskedasticity and structural breaks to united states monthly natural gas consumption we find that united states monthly natural gas consumption is stationary our results illustrate the importance of accounting for heteroskedasticity when testing for a unit root in energy consumption with higher frequency data

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

testing for convergence in electricity consumption across croatian regions at the consumer s sectoral level abstract using the panel unit tests with and without structural break s the convergence hypothesis in relative per capita electricity consumption series is tested across croatian regions during the period 2001 2013 the results are mixed depending primarily on the consumption sector considered and the test applied they indicate the necessity to conduct analysis and formulate energy policy measures on the sector disaggregated and regional specific electricity consumption time series the croatian electricity markets are not fully integrated and some regions are faced with statistically significant structural break s demonstrating thereby the croatian gradual energy reform process with several sudden innovations significant regional differences and the market dependence on expectations domestic and international economic and non economic innovations the impacts of innovations are likely to be permanent for most of the regions and their electricity consumption behaviours are likely to be path dependent consequently innovations into the energy markets including government interventions may have long run effects indicating that space and time for experimenting with alternative mechanisms are quite limited

real exchange rates under the gold standard purchasing power parity is one of the most important equilibrium conditions in international macroeconomics empirically it is also one of the most hotly contested numerous recent studies for example have sought to determine the validity of purchasing power parity using data from the post bretton woods float and have reached different conclusions we assert that most such studies are flawed for two reasons first the post 1973 data contain by definition only a very limited amount of the low frequency information relevant for examination of long run parity second the dynamic econometric techniques used to model deviations from parity are typically quite crude with respect to admissible low frequency dynamics both deficiencies are rectified in the present paper with dramatic results we construct a new data set of 16 real exchange rates covering more than a century of the classic gold standard period and we study deviations from parity using long memory models that allow for subtle forms of mean

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

exogenous oil supply shocks how big are they and how much do they matter for the u s economy abstract the paper proposes a new measure of exogenous oil supply shocks the timing the magnitude and the sign of this measure may differ greatly from current state of the art estimates it is shown that only a small fraction of the observed oil price increases during oil crisis periods can be attributed to exogenous oil production disruptions exogenous oil supply shocks cause a sharp drop of u s real gdp growth after five quarters rather than an immediate and sustained reduction in economic growth and a spike in cpi inflation after three quarters overall exogenous oil supply shocks made remarkably little difference for the evolution of the u s economy since the 1970s although they did matter for some historical episodes

a new database on human capital stock in developing and industrial countries sources methodology and results abstract the paper describes the techniques and data adopted for the construction of a new series of estimates of the stock of education in 85 countries over 28 years 1960 1987 the series are built from enrollment data using the perpetual inventory method adjusted for mortality estimates are corrected for grade repetition among school goers and country specific drop out rates for primary and secondary students enrollment data series used start as far back as 1930 for most countries and even earlier for others this reduces the need for backward extrapolation of enrollments to provide the initial estimates of the investment inventory

are shocks to natural gas consumption temporary or permanent evidence from a panel of u s states abstract this short communication examines whether or not u s natural gas consumption follows a stationary process unlike previous research that has focused on regional country or industrial sector based panel studies this study undertakes a sub national investigation of natural gas consumption for the 50 u s states levin et al 2002 im et al 2003 maddala and wu 1999 and hadri 2000 panel unit root and stationarity tests reveal that natural gas consumption is integrated of order one however once allowance is made for endogenously determined structural breaks the carrion i silvestre et al 2005 im et al 2005 and westerlund 2005 panel unit root and stationarity tests indicate that natural gas consumption is integrated of order zero discussion of the structural breaks is briefly surveyed in relation to the natural gas industry s response to legislative actions

are fluctuations in energy consumption per capita transitory evidence from a panel of pacific island countries this study applies the panel stationarity test developed by carrion i silvestre et al 2005 breaking the panels an application to gdp per capita econometrics journal 8 159 175 to examine the stationarity of energy consumption per capita for a panel of 13 pacific island countries over the period 1980 2005 this test has the advantage that it allows for multiple structural breaks at unknown dates that can differ across countries and can account for all forms of cross sectional correlation between countries the conclusion from the study is that energy consumption per capita in approximately 60 of countries is stationary and that energy consumption per capita for the panel as a whole is stationary the study offers several suggestions for modelling energy consumption and policy making in the pacific islands

structural breaks energy consumption and economic growth revisited evidence from taiwan abstract this paper studies the stability between energy consumption and gdp for taiwan during 1954 2003 we use aggregate as well as various disaggregate data of energy consumption including coal oil gas and electricity to employ the unit root tests and the cointegration tests allowing for structural breaks our main findings are first though gas consumption seems to have structural breaks in the 1960s after considering the structural breaks the series is a stationary variable when taiwan adopted its expansionary export trade policy second we find that different directions of causality exist between gdp and various kinds of energy consumption the empirical result shows unanimously in the long run that energy acts as an engine of economic growth and that energy conservation may harm economic growth third the cointegration between energy consumption and gdp is unstable and some economic events may affect the stability overall we do find the structural breakpoints and they look to match clearly with the corresponding critical economic incidents

fourier quantile unit root test for the integrational properties of clean energy consumption in emerging economies abstract since the adoption of the kyoto protocol in 1997 and its entry into force in 2005 as well its aftermath such as the doha amendment and paris agreement national policies have become more conscious of the usage of clean energy mostly the different forms of renewable energy and nuclear energy ratifying countries and signatories had committed themselves to binding targets for the reduction of greenhouse emissions by 8 with respect to 1990 levels until 2012 also based on the particular contribution to global emissions from each country this paper examines the integrational properties of clean energy consumption from eight emerging economies which are also high greenhouse gas emitters the empirical results show that the clean energy consumption is stationarity for brazil and philippines by using a quantile unit root test without smooth breaks koenker and xiao 2004 however after capturing the smooth breaks bahmani oskooee et al 2018 we find the clean energy consumption of china pakistan and thailand are stationary the time varying deterministic trend with smooth breaks is more fitted to the path of clean energy consumption in comparison to the deterministic trend without smooth breaks the paper suggests economic insights useful for policy making

an empirical refinement of the relationship between growth and volatility the link between business cycle volatility and the long run growth rate has received increasing attention in the literature over the last ten years yet neither is there a theoretical consensus nor consistent empirical evidence that would lead us to believe the relationship is positive negative or nonexistent either within broadly defined regions or over time this study investigates a possible cause for this phenomenon what we find is that out of 14 popularly defined sub regions only 7 can be constrained over time within the respective sub region while only two broadly defined regional classifications are justified we did find that the grouping of oecd countries is statistically valid but only if the relationship is allowed to vary over time we suggest a refinement of the current empirical work that takes into account both more narrowly defined regional and time parametric heterogeneity

distributional effects of true economic indexes abstract generalized integrable working system parameter estimates are used to construct the true differential indexes of a the cost of living b the real income and c the marginal prices to study distributional effects of inflation and real income in australia over the period 1970 iv to 1983 ii the findings provide useful results for disaggregate household analysis and reveal the severe bias of aggregate indexes in sectoral studies of economic welfare

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

do global co2 emissions from fossil fuel consumption exhibit long memory a fractional integration analysis abstractin this article we use an autoregressive fractionally integrated moving average approach to measure the degree of fractional integration of aggregate world co2 emissions and its five components coal oil gas cement and gas flaring we find that all variables are stationary and mean reverting but exhibit long term memory our results suggest that both coal and oil combustion emissions have the weakest degree of long range dependence while emissions from gas and gas flaring have the strongest with evidence of long memory we conclude that transitory policy shocks are likely to have long lasting effects but not permanent effects accordingly permanent effects on co2 emissions require a more permanent policy stance in this context if one were to rely only on testing for stationarity and non stationarity one would likely conclude in favour of non stationarity and therefore that even transitory policy shocks have permanent effects our fractional integration analysis highlights that this i

the relationship between disaggregate energy consumption and industrial production in the united states an ardl approach abstract we re examine the relationship between disaggregate energy consumption and industrial output as well as employment in the united states using the autoregressive distributed lag ardl approach developed by pesaran and pesaran pesaran m h pesaran b 1997 working with microfit 4 0 camfit data ltd cambridge and pesaran shin and smith pesaran m h shin y smith r j 2001 bounds testing approaches to the analysis of level relationships journal of applied econometrics 16 289 326 in particular we focus attention on the following energy consumption variables coal fossil fuels conventional hydroelectric power solar energy wind energy natural gas wood and waste the sample period covers 2001 1 2005 6 our results imply that real output and employment are long run forcing variables for nearly all measures of disaggregate energy consumption

unit root properties of crude oil spot and futures prices in this article we examine whether wti and brent crude oil spot and futures prices at 1 3 and 6 months to maturity contain a unit root with one and two structural breaks employing weekly data over the period 1991 2004 to realise this objective we employ lagrange multiplier lm unit root tests with one and two endogenous structural breaks proposed by lee and strazicich 2003 minimum lagrange multiplier unit root test with two structural breaks review of economics and statistics 85 1082 1089 2004 minimum lm unit root test with one structural break working paper no 04 17 department of economics appalachian state university we find that each of the oil price series can be characterised as a random walk process and that the endogenous structural breaks are significant and meaningful in terms of events that have impacted on world oil markets

structural breaks and fractional integration in the us output and unemployment rate abstract in this article we examine the presence of structural breaks in the us output and unemployment rate by means of using fractionally integrated techniques the results based on robinson s journal of the american statistical association 89 1994 1420 tests indicate that for unemployment the inclusion of breaks does not affect to the degree of integration of the series while for the gnp we observe a reduction in its order of integration of about 0 25 when a break due to the oil price crisis is taken into account

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

structural breaks and petroleum consumption in us states are shocks transitory or permanent abstract this short communication extends the literature on the stationarity of energy consumption to the case of us petroleum consumption at the state level from 1960 to 2007 the results of lee and strazicich 2003 and narayan and popp forthcoming unit root tests with endogenously determined structural breaks in the intercept and slope of the trend function reveal break dates that correspond to the two opec oil shocks of the 1970s along with the double dip recession of 1980 1982 the null hypothesis of a unit root in petroleum consumption is rejected for a majority of states these results highlight the importance of recognizing the heterogeneity in the behavior of petroleum consumption across states in the formulation of energy conservation and demand management policies