time varying smooth transition autoregressive models nonlinear regime switching behavior and structural change are often perceived as competing alternatives to linearity in this article we study the so called time varying smooth transition autoregressive tv star model which can be used both for describing simultaneous nonlinearity and structural change and for distinguishing between these features two modeling strategies for empirical specification of tv star models are developed monte carlo simulations show that neither of the two strategies dominates the other a specific to general to specific procedure is best suited for obtaining a first impression of the importance of nonlinearity and or structural change for a particular time series a specific to general procedure is most useful in careful specification of a model with nonlinear and or time varying properties an empirical application to a large dataset of u s macroeconomic time series illustrates the relative merits of both modeling strategies

renewable to total electricity consumption ratio estimating the permanent or transitory fluctuations based on flexible fourier stationarity and unit root tests abstract this paper examines the stationarity properties of the renewable to total electricity consumption ratio for this purpose we use becker et al s 2006 flexible fourier stationarity test as a benchmark and the recent advanced fourier adf unit root test for 90 countries over the period 1980 2011 the results of the first test document the stationarity of the renewable to total electricity consumption ratio for 65 countries from different geographic areas namely africa america asia pacific and europe however when validated the fourier adf test shows that the null hypothesis of unit root is rejected in all the cases except for the united kingdom the fact that the stationarity in the share of renewable to total electricity consumption is documented by the new proposed more powerful tests does not necessarily mean that the renewable energy policies are ineffective as the previous literature states a wide range of elements might influence the stationarity or non stationarity of this ratio however our findings are important from the modeling perspective as the empirical studies on renewable energy can produce reliable results and use appropriate techniques for modeling and forecasting only if the stationarity or non stationarity is correctly documented

conditional convergence in australia s energy consumption at the sector level abstract we examine the convergence of energy consumption per capita at the sector level in australia over the period 1973 74 to 2013 14 to do so we employ recently developed lm and rals lm unit root tests that accommodate up to two endogenously determined structural breaks we find support for energy consumption per capita convergence for six of seven sectors in australia

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

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

energy consumption and gdp causality relationship in g 7 countries and emerging markets abstract the causality relationship between energy consumption and income is a well studied topic in energy economics this paper studies the time series properties of energy consumption and gdp and reexamines the causality relationship between the two series in the top 10 emerging markets excluding china due to lack of data and g 7 countries we discover bi directional causality in argentina causality running from gdp to energy consumption in italy and korea and from energy consumption to gdp in turkey france germany and japan hence energy conservation may harm economic growth in the last four countries

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

oil prices inflation and interest rates in a structural cointegrated var model for the g 7 countries sharp increases in the price of oil are generally seen as a major contributor to business cycle asymmetries moreover the very recent highs registered in the world oil market are causing concern about possible slowdowns in the economic performance of the most developed countries in this paper a structural cointegrated var model has been considered for the g 7 countries in order to study the direct effects of oil price shocks on output and prices and the reaction of monetary variables to external shocks our results can be summarized as follows i a stationary money demand as suggested by the classic theory of money can be identified for most countries ii according to the estimated coefficients of the structural part of the model for all countries except japan and u k the null hypothesis of an influence of oil prices on the inflation rate cannot be rejected inflation rate shocks are transmitted to the real economy by increasing interest rates iii impulse response analysis suggests for most countries the existence of an instantaneous temporary effect of oil price innovations on prices iv impulse response functions indicate different monetary policy reactions to inflationary and growth shocks v the simulation exercises directed to estimate the total impact of the 1990 oil price shock indicate that for some countries u s a significant part of the effects of the oil price shock is due to the monetary policy reaction function for other countries canada france and italy however the total impact is offset at least in part by an easing of monetary conditions

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

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 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

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

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

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

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

spillovers across european sovereign credit markets and role of surprise and uncertainty we identify the network structure of spillovers and time varying spillover intensities across european sovereign credit markets proposing a novel copula granger causality based structural vector au

imperfect competition and the effects of energy price increases on economic activity the authors show that modifying the standard neoclassical growth model by assuming that competition is imperfect makes it easier to explain the size of the declines in output and real wages that follow increases in the price of oil plausibly parameterized models of this type are able to mimic the response of output and real wages in the united states the responses are particularly consistent with a model of implicit collusion where markups depend positively on the ratio of the expected present value of future profits to the current level of output copyright 1996 by ohio state university press

a new approach to energy consumption per capita stationarity evidence from oecd countries abstract applying a new panel stationary test procedure to data from 32 oecd countries from 1971 to 2013 this study examines the time series properties of per capita energy consumption the results indicate that energy consumption per capita follows a mean reverting process for 16 oecd countries whereas for the remaining 16 oecd countries a mean reverting process is not the case besides energy consumption per capita exhibits some sharp and smooth structural shifts breaks in its mean and or trend levels and the endogenously identified break dates correspond to specific macroeconomic events such as oil crises gulf war asian and global financial crises these results also have important policy implications for the 16 oecd countries that have stationary energy consumption per capita series government policies intended to stabilize energy demand will have no long lasting effects and therefore governments should not adopt unnecessary policy targets for energy demand level however for the remaining 16 oecd countries such policies will have long lasting effects

oil price and inflation abstract an oil price rise would be expected to result in an immediate reduction by about 20 in the standard of living of the oil importing countries and a corresponding increase in that of the oil exporters since the price rises experienced during recent years have not been reflected in wage reductions the result has been high long lasting inflation which this paper shows will increase in the coming years to more than 20 measures taken by the oil importers include energy saving which results in a still lower standard of living if instead the industrialized countries increase production by increasing energy consumption and improving production efficiency the effect of a rise in oil price will be compensated for in a few years

autoregressive modeling of earnings investment causality the purpose of this paper is to empirically test the relationships between corporate earnings and investment in particular the study investigates whether knowledge of past investments improves the prediction of future earnings beyond predictions that are based on past earnings alone similarly it investigates whether knowledge of past earnings improves the prediction of future investments beyond knowledge of past investments alone this is the empirical definition of granger causality the empirical results show that the bivariate past series of earnings and investments is superior to the univariate series in predicting future investments but not in predicting future earnings

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

the efficiency implications of earnings retentions an extension this paper reports on another attempt to statistically uncover evidence of embodied technological change as an explanation of changes in labor productivity in the united states in this version of the test an interregional cross section time series sample of data was used while the hypothesis has a lot of appeal it has proven difficult to find manifestations of embodiment in econometric tests this study has proven to be no exception despite the unique data set results were again not supportive of the hypothesis a possible limitation of this test is that the time period studied may have been too short references

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

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

autoregressive modelling and money income causality detection abstract a step wise procedure based on granger s concept of causality and abaike s final prediction error criterion is suggested as a practical means to identify the order of lags of each variable in a multivariate autoregressive process the model seems useful because it can serve as a reduced form formulation to avoid imposing often spurious or false restrictions of the model it also provides a reasonably powerful test of causality the idea is applied to u s postwar money and income data it is found that between m1 and gnp a bivariate feedback model fits the data best between m2 and gnp a one way causal model from money to income performs better diagnostic checks applied to our model seem to indicate the adequacy of our approach

factor decomposition of the eurozone sovereign cds spreads in the present study we examine the factors driving eurozone sovereign credit default swap cds spreads during the eurozone sovereign debt crisis for identifying factors we utilize independent component analysis ica a technique similar to principal component analysis pca we identify three factors that impact spreads and capture the features specific to the crisis such as the breakup risk of the eurozone peripheral factor global factor and eurozone common factor in contrast when pca is applied only a single factor is identified moreover using ica with a garch model we show that the source of volatility for cds spreads shifted from the global factor in 2009 and the peripheral factor in 2010 to the eurozone common factor in 2012 and that the dynamic correlation reflects the decoupling between low credit risk countries such as germany and high credit risk countries such as greece we also show that the goodness of fit of the ica based model is better than other models used such as the student s t copula model

long run equilibrium real exchange rates and oil prices abstract using cointegration and causality tests this paper demonstrates that the nonstationary behavior of us dollar real exchange rates over the post bretton woods era is due to the nonstationary behavior of real oil prices

time series analysis for financial market meltdowns abstract there appears to be a consensus that the recent instability in global financial markets may be attributable in part to the failure of financial modeling more specifically it is alleged that current risk models have failed to properly assess the risks associated with large adverse stock price behavior in this paper we first discuss the limitations of classical time series models for forecasting financial market meltdowns then we set forth a framework capable of forecasting both extreme events and highly volatile markets based on the empirical evidence presented in this paper our framework offers an improvement over prevailing models for evaluating stock market risk exposure during distressed market periods

renewable energy output co2 emissions and fossil fuel prices in central america evidence from a nonlinear panel smooth transition vector error correction model abstract this study examines the determinants of renewable energy consumption per capita for a panel of seven central american countries over the period 1980 to 2010 specifically we find that a long run cointegrated relationship exists between renewable energy consumption per capita real gdp per capita carbon emissions per capita real coal prices and real oil prices with the respective coefficients positive and statistically significant a structural break in the cointegrating relationship appears in 2002 which coincides with the establishment of the energy and environment partnership with central america initiative to expand the use of renewable energy sources recognizing the regime shift in 2002 we estimate a nonlinear panel smooth transition vector error correction model to show that for the post 2002 period the influence of renewable energy consumption per capita upon real coal and oil prices strengthened relative to the pre 2002 period as well as a greater sensitivity of real gdp per capita to carbon emissions per capita

the effects of crude oil shocks on stock market shifts behaviour a regime switching approach abstract in this paper we develop a two regime markov switching egarch model introduced by henry henry o 2009 regime switching in the relationship between equity returns and short term interest rates journal of banking and finance 33 405 414 to examine the relationship between crude oil shocks and stock markets an application to stock markets of uk france and japan over the sample period january 1989 to december 2007 illustrates plausible results we detect two episodes of series behaviour one relative to low mean high variance regime and the other to high mean low variance regime furthermore there is evidence that common recessions coincide with the low mean high variance regime in addition we allow both real stock returns and probability of transitions from one regime to another to depend on the net oil price increase variable the findings show that rises in oil price has a significant role in determining both the volatility of stock returns and the probability of transition across regimes

the demand for transport fuels in turkey abstract in this paper we estimate the demand for transport fuels in turkey specifically using four different models namely a partial adjustment model a distributed lag model an autoregressive distributed lag model and an error correction model we estimate gasoline and diesel demand functions with quarterly data covering the period 2003 q1 2014 q3 we find a stable long run relationship only for diesel demand income and price our results imply that gasoline demand does not respond to income and price in the long run reflecting a shift from gasoline towards diesel induced by differential tax policies furthermore we find that transport fuel demand is price inelastic making tax on fuel a perfect tool for raising budget revenues in addition our results suggest that fuel demand responds to negative and positive price changes symmetrically

price of oil and world inflation and recession new evidence shows that the commonly held assumption that the 1973 74 oil price increase directly affected us and world inflation and subsequent recession is consistent with the empirical data an extended lucas varro real income equation applied to the us united kingdom canada france germany italy japan and the netherlands gives mixed results partly because of price control and decontrol programs simulation experiments on the price control variable using us data finds strong effects further studies can be made when consistent international data is available for the 1979 80 period 18 references 4 figures 3 tables dck

a re examination of stationarity of energy consumption evidence from new unit root tests abstract in this paper we re examine the stochastic behaviour of per capita total primary energy consumption across 178 countries around the world for this purpose in addition to conventional unit root tests we apply newly developed tests that allow for nonlinear adjustments and structural breaks in the data generating process the results of the unit root tests show that allowing for structural breaks and nonlinearity result in more frequent rejection of the null hypothesis of unit root suggesting that most of the series under consideration follow a stationary process these findings imply that both energy economists and policy makers must be careful and take account of possible nonlinearities and structural breaks in their analyses of energy consumption in addition the results imply that government interventions into the energy markets in most countries have no effect in the long run although the short run effects of the interventions depend on the size and the direction of interventions

redenomination risk spillovers in the eurozone abstract in this paper we use sovereign quanto cds spreads as proxy for redenomination risk in the eurozone i e the risk of a sovereign default obtained by the redenomination of debt in a different currency quanto cds spreads are the difference between the cds quotes in u s dollars and euros we capture spillovers with c o v a r a risk indicator proposed by adrian and brunnermeier 2016 that measures the difference between the value at risk of country i conditional on a state of distress in country j and the median state our sample starts on the onset of the great recession we find that belgium ireland italy and spain are the only eurozone countries exposed to redenomination risk spillovers however in the shorter post omt sample the only vulnerable countries are italy and spain

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

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

modeling sovereign yield spreads a case study of russian debt we construct a model for pricing sovereign debt that accounts for the risks of both default and restructuring and allows for compensation for illiquidity using a new and relatively efficient method we estimate the model using russian dollar denominated bonds we consider the determinants of the russian yield spread the yield differential across different russian bonds and the implications for market integration relative liquidity relative expected recovery rates and implied expectations of different default scenarios this paper develops a model of the termstructure of credit spreads on sovereign bonds that accommodates i default or repudiation the sovereign announces that it will stop making payments on its debt ii restructuring or renegotiation the sovereign and the lenders agree to reduce or postpone the remaining payments and iii a regime switch such as a change of government or the default of another sovereign bond that changes the perceived risk of future defaults we build on the framework of duffie and singleton 1999 showing that cash flows promised by a sovereign bond can be discounted using a default adjusted short termdiscount rate that reflects the m ean arrival rate and associated losses in market value upon arrival of each of the aforementioned types of credit events since a sovereign credit event is often not a liquidation event the model allows for continued trading and pricing of a sovereign instrument through credit events possibly after writedowns in face value or cash distributions to creditors on credit event dates additionally we accommodate the possibility that bonds issued by the same sovereign of exactly the same type but possibly of different maturities may be priced in the market using different discount factors reasons for this may include i bond covenants may not include cross default clauses that would force upon the default of one bond the simultaneous default of other bonds of the same type but of a different maturity for various strategic reasons related to internal

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

income and co2 emissions evidence from panel unit root and cointegration tests abstract this paper re investigates the stationarity properties of per capita carbon dioxide co 2 emissions and real gross domestic product gdp per capita for 109 countries within seven regional panel sets covering 1971 2003 we apply the recent unit root test of the panel seemingly unrelated regressions augmented dickey fuller suradf test developed by breuer et al 2001 misleading inferences from panel unit root tests with an illustration from purchasing power parity review of international economics 9 482 493 2002 series specific unit root tests with panel data oxford bulletin of economics and statistics 64 527 546 the panel suradf test accounts for the presence of cross country correlations in the data and the parameters in the panel specification vary across countries more importantly this test allows us to identify how many and which members of the panel contain a unit root overall our empirical results illustrate that real gdp and co 2 emissions in these countries are a mixture of i 0 and i 1 processes and that the traditional panel unit root tests could lead to misleading inferences as well as the conduct of cointegration analysis being perhaps inappropriate the results of our analysis carry critical implications for the modeling of co 2 emissions and gdp because of the different orders of integration for the two variables

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

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

financial analysts forecasts of earnings a better surrogate for market expectations abstract the specification of the market expectation of accounting numbers is a common feature of many empirical studies in accounting and finance givoly and lakonishok 1979 found that financial analysts forecasts have information content this study evaluates the quality of analysts forecasts as surrogates for the market expectation of earnings and compares it with that of prediction models commonly used in research results indicate that prediction errors of analysts are more closely associated with security price movements suggesting that analysts forecasts provide a better surrogate for market expectations than forecasts generated by time series models the study also identifies factors that might contribute to the performance of the financial analysts forecasts the broadness of the information set employed by analysts and to a lesser extent their reliance on information released after the end of the fiscal year appear to be important contributors to their performance

the asymmetric effects of oil price and monetary policy shocks a nonlinear var approach in this paper we investigate the asymmetric effects of oil price shocks and monetary policy on macroeconomic activity using monthly data for the united states over the period from 1983 1 to 2008 12 in doing so we use a logistic smooth transition vector autoregression var as detailed in terasvirta and anderson 1992 and weise 1999 and make a distinction between two oil price volatility regimes high and low using the realized oil price volatility as a switching variable we isolate the effects of oil price and monetary policy shocks and their asymmetry on output growth and following koop et al 1996 and weise 1999 we employ simulation methods to calculate generalized impulse response functions girfs to trace the effects of independent shocks on the conditional means of the variables our results suggest that in addition to the price of oil oil price volatility has an impact on macroeconomic activity and that monetary policy is not only reinforcing the effects of oil price shocks on output it is also contributing to the asymmetric response of output to oil price shocks

the employment and wage effects of oil price changes a sectoral analysis in this paper we use micro panel data to examine the effects of oil price changes on employment and real wages at the aggregate and industry levels we also measure differences in the employment and wage responses for workers differentiated on the basis of skill level we find that oil price increases result in a substantial decline in real wages for all workers but raise the relative wage of skilled workers the use of panel data econometric techniques to control for unobserved heterogeneity is essential to uncover this result which is completely hidden in ols estimates while the short run effect of an oil price increase on aggregate employment is negative the long run effect is in fact positive we find that changes in oil prices induce changes in employment shares and relative wages across industries however we find little evidence that oil price changes cause labor to consistently flow into those sectors with relative wage increases copyright 1996 by mit press

book rate of return and prediction of earnings changes an empirical investigation over the years there has developed a fairly substantial body of research on the time series of earnings as a whole this literature concludes that changes in annual accounting earnings are unpredictable that is earnings follow a random walk 1 based on this result some inferences of economic substance policy have been claimed 2 in this paper we reconsider empirical issues which at least to some extent have been obscured by this conclusion we argue that the above result is only true in a limited sense since a modest enlargement of the predictive information set should allow for a rejection of the hypothesis that earnings changes are

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

a literature survey on energy growth nexus abstract this paper provides a survey of the recent progress in the literature of energy consumption economic growth and electricity consumption economic growth causality nexus the survey highlights that most empirical studies focus on either testing the role of energy electricity in stimulating economic growth or examining the direction of causality between these two variables although the positive role of energy on growth has become a stylized fact there are some methodological reservations about the results from these empirical studies a general observation from these studies is that the literature produced conflicting results and there is no consensus neither on the existence nor on the direction of causality between energy consumption electricity consumption and economic growth as a policy implication to avoid from conflicting and unreliable results the authors may use the autoregressive distributed lags bounds test two regime threshold co integration models panel data approach and multivariate models including new variables such as real gross fixed capital formation labor force carbon dioxide emissions population exchange rates interest rates etc thus the authors should focus more on the new approaches and perspectives rather than by employing usual methods based on a set of common variables for different countries and different intervals of time

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