energy consumption and economic growth in south africa reexamined a nonparametric testing apporach this paper is an effort to investigate claims concerning granger causality relationship from energy consumption to economic growth in south africa we adopt a nonparametric bootstrap method to reassess evidence supporting granger causality and unravel findings of long run unidirectional causality running from energy consumption to economic growth this implies that energy conservation policies will negatively impact economic growth in south africa in addition the results of this study have implications on co2 emissions in south africa given that coal accounts for about 72 of energy this suggests that energy use would have a long run effect of raising the country s co2 emission levels hence there might be a need to develop a more balanced energy structure which will include higher share of renewable energy a further monte carlo experiment performed reveals that asymptotic granger causality test suffers size distortion problem for south african data these findings provide support for use of a bootstrap methodology and also imply that the results presented in this study are likely to be more reliable

heterogeneous information arrivals and return volatility dynamics uncovering the long run in high frequency returns recent empirical evidence suggests that the interdaily volatility clustering for most speculative returns are best characterized by a slowly mean reverting fractionally integrated process meanwhile much shorter lived volatility dynamics are typically observed with high frequency intradaily returns the present article demonstrates that by interpreting the volatility as a mixture of numerous heterogeneous short run information arrivals the observed volatility process may exhibit long run dependence as such the long memory characteristics constitute an intrinsic feature of the return generating process rather than the manifestation of occasional structural shifts these ideas are confirmed by our analysis of a one year time series of fiveminute deutschemark u s dollar exchange rates among the most puzzling issues is the behavior of volatility while the general properties of volatility remain elusive perhaps the most intriguing feature revealed by empirical work on volatility is its long persistence such behavior has sparked a search almost akin to that for the holy grail for the perfect garch model but the underlying question of why such volatility persistence endures remains unanswered we conjecture that the ability to analyze higher frequency data may be particularly useful in pursuing this issue goodhart and o hara 1997 the pronounced volatility clustering is arguably one of the most striking features of financial price series recorded at daily or weekly intervals and a large body of literature seeking to characterize this aspect of speculative returns has emerged over the past decade 1 at the same time convincing theoretical explanations for the underlying sources of long run persistence in volatility remain elusive the recent advent of comprehensive high frequency andersen is from the j l kellogg graduate school of management of northwestern university bollerslev is from the university of virginia and is a research associate at the national bureau of economic research we gratefully acknowledge the financial support provided by a research grant from the institute for quantitative research in finance the q group special thanks are due to olsen and associates for making the intradaily exchange rate quotes and reuter s news tape available we have received valuable comments from wake epps clive w j granger stephen f gray j huston mcculloch as well as seminar participants at the december 1996 triangle econometrics workshop the 1997 afa meetings in new orleans academia sinica the wharton school usc and georgetown and york universities we remain fully responsible for the content 1 see bollerslev chou and kroner 1992 for a survey of this literature using arch type

estimates of inter fuel substitution possibilities in chinese chemical industry abstract the chemical sector is a key driver of china s remarkable growth record and accounts for about 10 of the country s gdp this has made the industry energy intensive and consequently a major contributor to greenhouse gas emissions ghg and other pollutants this study has attempted to investigate the potential for inter fuel substitution between coal oil natural gas and electricity in chinese chemical sector by employing a translog production and cost function ridge regression procedure was adopted to estimate the parameters of the function estimation results show that all energy inputs are substitutes in addition the study produces evidence that the significant role of coal in the chinese chemical fuel mix converges over time albeit slowly these results suggest that price based policies coupled with capital subsidy programs can be adopted to redirect technology use towards cleaner energy sources like electricity and natural gas hence retaining the ability to fuel the chemical sector while also mitigating ghg emissions notwithstanding one must understand that the extent to which substituting electricity for coal will be effective depends on the extent to which coal or oil is used in generating electricity the findings of this study provide general insights and underscore the importance of chinese government policies that focus on installed capacity of renewable electricity energy intensity targets as well as merger of enterprises

what is fractional integration a simple construction that will be referred to as an error duration model is shown to generate fractional integration and long memory an error duration representation also exists for many familiar arma models making error duration an alternative to autoregression for explaining dynamic persistence in economic variables the results lead to a straightforward procedure for simulating fractional integration and establish a connection between fractional integration and common notions of structural change two examples show how the error duration model could account for fractional integration in aggregate employment and in asset price volatility

non stationarities in financial time series the long range dependence and the igarch effects we give the theoretical basis of a possible explanation for two stylized facts observed in long log return series the long range dependence lrd in volatility and the integrated garch igarch both these effects can be explained theoretically if one assumes that the data are nonstationary

causal independence between energy consumption and economic growth in liberia evidence from a non parametric bootstrapped causality test abstract this contribution investigates causal interdependence between energy consumption and economic growth in liberia and proposes application of a bootstrap methodology to better reflect causality employment is incorporated as additional variable the study demonstrates evidence of distinct bidirectional granger causality between energy consumption and economic growth additionally the results show that employment in liberia granger causes economic growth and apply irrespective of the short run or long run evidence from a monte carlo experiment reveals that the asymptotic granger causality test suffers size distortion problem for liberian data suggesting that the bootstrap technique employed in this study is more appropriate given the empirical results implications are that energy expansion policies like energy subsidy or low energy tariff for instance would be necessary to cope with demand exerted as a result of economic growth in liberia furthermore liberia might have the performance of its employment generation on the economy partly determined by adequate energy therefore it seems fully justified that a quick shift towards energy production based on clean energy sources may significantly slow down economic growth in liberia hence the government s target to implement a long term strategy to make liberia a carbon neutral country and eventually less carbon dependent by 2050 is understandable

dynamic adjustment to land taxation policy neutrality and welfare implications abstract in this paper we use a dynamic three sector model to examine the neutrality and welfare effects of land income taxes we find that 1 taxes that are neutral in long run equilibrium need not be neutral in the short run 2 short run neutrality depends upon the tax treatment of development costs and losses and 3 many of the neutrality results hold under both static and rational expectations assumptions we also find that even without externality assumptions nonneutrality in the short run does not necessarily entail a welfare cost and may be welfare enhancing when agents have less than perfect foresight

a real options valuation of chinese wind energy technologies for power generation do benefits from the feed in tariffs outweigh costs abstract in order to assess the viability of wind energy projects in china this paper takes a real options approach by accounting for flexibility over deployment of the technology in response to a stochastic non renewable energy cost the difference between the latter and the r d enhanced cost of renewable energy operation may be thought of as a benefit from using wind on the other hand the chinese government provides feed in tariffs to encourage further adoption of wind which should be included as a cost this work thus shows that there is substantial options value to china s wind energy program which is bolstered if the cost of carbon dioxide emissions is internalized moreover by varying the rate of feed in tariffs the model may be used to show plausible ranges for the feed in tariffs which could be a useful policy insight furthermore the study hypothesizes that with the likelihood of renewable energy to replace non renewable energy wind power in china can potentially reduce co2 emissions by approximately 6 4 by 2020 comparing to the 2005 level and highlights the significant role of wind power in china s emission targets and energy security this is a relevant paper especially given the importance of a sustainable energy transition for china more generally using the real options approach from a policy perspective could provide insights about the viability of renewable energy programs and robustness of feed in tariffs rates

do long swings in the business cycle lead to strong persistence in output abstract this paper investigates how the occasional long swing in the business cycle can produce long memory behavior in us output to prove this theoretical relationship we extend the hamilton markov chain regime switching model of real aggregate output to include the occasional long regime we do this by modeling the duration length of the expansion and recession regimes as draws from a fat tailed distribution with realized durations that are high in variability and occasionally extreme in value empirically we find that the tail indices for the length of us economic booms and busts correspond with the long memory parameter estimates of diebold and rudebusch 1989 long memory and persistence in aggregate output journal of monetary economics 24 189 209 and sowell 1992a modeling long run behavior with the fractional arima model journal of monetary economics 29 277 302 for real us output estimates of our extended regime switching model produce better short and long run forecasts of output in comparison to forecasts with a fractionally integrated model furthermore our estimated regime switching model finds us expansions to be fragile during their infancy but become more and more likely to continue after surviving the first seven quarters

forecasting the real output using fractionally integrated techniques the annual structure of the real gdp in the uk france germany and italy is examined by means of fractionally integrated techniques using a version of a testing procedure due to robinson journal of the american statistical association 84 1420 37 1994 it is shown that the series can be specified in terms of i d statistical models with d higher than 1 thus the series are nonstationary and non mean reverting the forecasting properties of the selected models for each country are also examined

refined oil import subsidies removal in ghana a triple win abstract in this study claims and counterclaims that fossil fuel subsidies removal yields benefits in terms of budget deficits energy efficiency and mitigation are assessed in order to do this a global computable general equilibrium cge model has been estimated to evaluate the impact of subsidies removal on imported refined oil in ghana on prices carbon dioxide co 2 emissions households demand firm s production and real gdp the simulation experiment points to evidence that subsidy removal raises prices increases the rate of co 2 emissions reduces households demand reduces aggregate output and affects various sectors differently the increased rate of co 2 emissions due to the removal of subsidies is indicative of the existence of the so called green paradox these results underscore the fact that a removal of subsidies on fossil fuels may win in some regards but fail in others a general implication from the applied model therefore is one which supports the assertion that removal of subsidies on fossil fuels removal on energy should be implemented along with policies aimed at stimulating economic activities and reducing the level of co 2 emissions especially where there is evidence of the green paradox

estimates of energy subsidies in china and impact of energy subsidy reform abstract for a transitional economy such as china some energy subsidies are reasonable and sometimes even necessary for achieving social goals however with rising energy prices and environmental concerns we see conflicts emerging between energy subsidies energy demand supply fundamentals and climate change considerations energy subsidies have important implications for sustainable development through their effects on energy use efficiency and the choice of fuel source this paper applies the price gap approach to estimate china s energy subsidies results indicate that china s energy subsidies amounted to cny 356 73 billion in 2007 equivalent to 1 43 of gdp subsidies for oil products consumption are the largest followed by subsidies for the electricity and coal sectors furthermore a cge model is used to analyze the economic impacts of energy subsidy reforms our findings show that removing energy subsidies will result in a significant fall in energy demand and emissions but will have negative impacts on macroeconomic variables we conclude that offsetting policies could be adopted such that certain shares of these subsidies are reallocated to support other sustainable development measures which could lead to reducing energy intensity and favoring the environment

evidence on the extent and potential sources of long memory in u s treasury security returns and yields unlike equity returns many fixed income return measures appear to display long memory we show that the extent of long memory differs strongly for gross and excess holding period returns on u s treasury securities granger and others have argued that long memory may only reflect infrequent structural breaks we explore the impact of structural instability on tests for long memory and find only weak indications that it lies behind the long memory in our return series the evidence of long memory remains strong for yield and term premia series even after accounting for a series of potential underlying structural changes

strong dependence in the real interest rates the stochastic behaviour of the real interest rates in ten european countries canada and the us is examined in this article by means of fractionally integrated techniques using a procedure specifically designed for testing i d statistical models the results show that the real interest rates are more persistent in some countries like france belgium or the usa than in others like the uk or germany

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

mean reversion in the real interest rate and the effects of calculating expected inflation we investigate the measured persistence in the real interest rate using a variety of methods to annualize inflation and calculate the real rate results from a battery of conventional unit root tests yield conflicting conclusions for the various real rates adding to an existing confusion regarding mean reversion both long memory and exponential smooth transition autoregres sive models estar nonlinearity are considered as possible alternatives and in contrast to the unit root test results we find highly robust evidence against the unit root null based on the empirical results monte carlo analysis is performed to study the disparate results obtained using fractional integration and unit root tests

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

modeling long run behavior with the fractional arima model abstract when modeling long run behavior fractional arima models can give insights unobtainable with the nonfractional arima models as an application the deterministic trend and unit root with drift models are nested in the fractional arima model this allows testing between the two models based on estimated parameter values this test is applied to postwar us quarterly real gnp the test concludes that gnp is consistent with both models the estimated fractional parameter is significantly smaller than reported in diebold and rudebusch 1989 the difference is explained by bias in the previous estimates relationships with the cumulative impulse response and spectral density at frequency zero are noted

inflation targeting an indirect approach to assess the direct impact it is quite difficult to assess the benefits of inflation targeting it since its immediate effect will be on inflation expectations an unobserved variable due to lack of comprehensive data on inflation expectations most studies so far concentrated on the impact of it either on observable variables like output unemployment and inflation or compared post it surveys of itcountries with nonit countries in our study we focus on a yet unanswered question i e how the expectations change with the adoption of it we suggest that heterogeneous inflation expectations lead to long memory in actual inflation and it if successful should decrease this persistence by concentrating the public s expectations toward the announced target empirical results confirm our hypothesis with a reduction in inflation memory after the adoption of it in almost all eight developed countries in our sample

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

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

long memory and level shifts in the volatility of stock market return indices there has been interest in the possibility of confusing long memory and structural changes in level and studies showed that when a short memory process is contaminated by level shifts the estimate of the fractional differencing parameter is biased upward and the autocovariances decay slowly we analyze the properties of the autocorrelation function the periodogram and the log periodogram estimate of the memory parameter when the level shift component is a mixture model our results explain many findings reported and uncover new features we confront our theoretical predictions using log squared returns as a proxy for the volatility of some assets returns including daily s p 500 returns over the period 1928 2002 the estimates follow patterns that would obtain if the process was short memory with level shifts instead of fractionally integrated a simple test is also proposed which reinforces this conclusion

the dynamics of the partisan gender gap genderdifferencesinvotechoice opinion andpartyidentificationhavebecomeacommonfeature of the american political landscape we examine the nature and causes of gender differences in partisanship using a time series approach we show that gender differences are pervasive existing outside of the context of specific elections or issues and that they are a product of the interaction ofsocietalconditionsandpolitics wefindthatfrom1979to2000 thepartisangendergaphasgrownwhen the political climate moved in a conservative direction the economy deteriorated and the percentage of economically vulnerable single women increased the gender gap is likely to be a continual feature of the american political landscape one that shapes everything from elite political behavior to election outcomes t he partisan preferences of men and women have both converged and diverged at different times in history the late 1970s for example saw a period in which men and women shared similar levels of democratic and republican partisan support since the early 1980s however partisan preferences have diverged the divergences are fundamentally political oftendecidingelectionoutcomes helpingstructure policy debates and election campaigns and also contributing to policy outcomes each of these may in turn either fuel or diminish the original differences in the partisanship of men and women and lead to a politics more or less divided on the basis of gender politicians for example may be well served by reaching out and supporting issues designed to minimize differences in support from men and women especially when the parties find themselves in rough parity electoral motivations may also lead politicians to support policy that exacerbatesgenderdifferenceswhengapsworkintheir favor further contributing to them to the extent that partisandifferencesacrossgendersarepersistent these implications become more profound characterizing thepoliticallandscapeforlongperiodsoftime convergence in the partisan preferences of men and women

the nature of the relationship between international tourism and international trade the case of german imports of spanish wine this article deals with the relationship between international trade and tourism we focus on the effect that german tourism to spain has on german imports of spanish wine due to the different stochastic properties of the series under analysis which display different orders of integration a methodology is used based on long memory regression models where tourism is supposed to be exogenous the period covered is january 1998 to november 2004 the results show that tourism has an effect on wine imports that lasts between 2 and 9 months disaggregating the imports across the different types of wine it is observed that only for red wines from navarra penedus and valdepenas and to a certain extent for sparkling wine tourism produces an effect on future import demand from a policy making perspective our results imply that the impact of tourism on the host economy is not only direct and short term but also oblique and delayed thus reinforcing the case for tourism as a means for economic development

oil price fluctuation volatility spillover and the ghanaian equity market implication for portfolio management and hedging effectiveness abstract this study attempts to contribute to the literature on stock markets and energy prices by examining the dynamic volatility and volatility transmission between oil and ghanaian stock market returns in a multivariate setting using the recently developed var garch var agarch and dcc garch frameworks in turn the models results are used to compute and analyze the optimal weights and hedge ratios for oil stock portfolio holdings for comparison purposes and to put the paper more in the perspective of west africa the nigerian stock market is also included in the analysis our findings point to the existence of significant volatility spillover and interdependence between oil and the two stock market returns while spillover effects are stronger for nigeria the transmission of volatility is much more apparent from oil to stock than from stock to oil in the case of ghana also the study demonstrates evidence of short term predictability in oil and stock price changes through time and reveals that conditional volatility changes more rapidly as result of substantial effects of past volatility rather than past news shocks for all market returns moreover we show that there is a slightly more effective hedge in the two stock markets under the dcc garch framework our preferred model compared to the other two models although hedging effectiveness is much greater for ghana on the whole our findings for optimal hedge ratios are consistent with other studies and particularly the view that oil assets should be an integral part of a diversified portfolio of stocks and suggest that a better understanding of volatility links is crucial for portfolio management in the presence of oil price risk finally the existence of multivariate asymmetric effects and dynamic conditional correlations as revealed by the var agarch and dcc garch models make it clear that the assumptions of symmetric effects and constant conditional correlations are not supported empirically

delving into liberia s energy economy technical change inter factor and inter fuel substitution abstract the industrial energy mix of liberia is dominated by petroleum products this has generated serious environmental problems contributing immensely to co 2 emissions and other pollutants in the country this study has attempted to investigate the potential for inter factor and inter fuel substitution between capital labor petroleum and electricity in liberia by employing a translog production and cost function approach ridge regression procedure has been adopted to estimate the parameters of the function due to multicollinearity in the data estimation results show that all inputs are substitutes these suggest that price based policies coupled with capital subsidy programs can be adopted to redirect technology use towards cleaner energy sources like electricity hence retaining the ability to fuel the economy while also mitigating greenhouse gas ghg emissions substitution between energy and labor and energy and capital implies that removal of price ceilings on energy in liberia would tend to reduce energy use and increase capital and labor intensiveness notwithstanding the study seems to show no evidence of convergence in relative technological progress of the four inputs implying that petroleum will continue to play a dominant role in the energy consumption mix of liberian industry while labor investment will continue to outweigh capital inputs finally the findings of this study provide general insights and underscore the importance of policies that focus on installed capacity of renewable electricity energy intensity targets as well as merger of enterprises

toward an optimal u s ethanol fuel subsidy abstract enhanced environmental quality fuel security and economic development along with reduced prices of ethanol gasoline blends are often used as justifications for the u s federal excise tax exemption on ethanol fuels however the possible effect of increased overall consumption of fuel in response to lower total price mitigating the environmental and fuel security benefits are generally not considered taking this price response into account the optimal u s ethanol subsidy is derived estimated values of the optimal subsidy reveal that the subsidy s environmental and security benefits are questionable however positive environmental and security benefits from the ethanol tax exemption subsidy may be obtained if the subsidy is combined with an increase in the excise tax on gasoline

financial subsidies to the australian fossil fuel industry abstract a common claim during international greenhouse gas reduction negotiations has been that domestic emissions cuts will harm national economies this argument fails to consider the distorting effect of existing financial subsidies and associated incentives to fossil fuel production and consumption provided by governments in most developed countries these subsidies support a fossil fuel energy sector that is the major contributor to global greenhouse gas emissions and conflict with attempts to expand the role of sustainable energy technologies reform of these types of subsidies has the potential to provide substantial gains in economic efficiency as well as reductions in carbon dioxide emissions a no regrets outcome for the economy and the environment this paper examines financial subsidies to fossil fuel production and consumption in australia and estimates the magnitude of the subsidies subsidies and associated incentives to fossil fuel production and consumption in australia are similar to those in the united states and the other countries that have pushed for increased flexibility during international negotiations

renewable energy technologies as beacon of cleaner production a real options valuation analysis for liberia abstract the importance of energy consumption for growth and development calls for improved decision support for a sustainable energy transition given africa s dependence on fossil fuels the economic and environmental savings from research development and deployment of renewable energy technologies may be substantial although the benefits of renewable energy technologies research development funding may appear to be low assuming immediate deployment the uncertainty in the non renewable energy price and the flexibility over timing makes research development program more appealing this study develops different scenarios in order to quantify benefits provided by research development funding for renewable power generation in liberia by using real options pricing approach to estimate the value of renewable energy technologies while taking into account the uncertainty of fossil fuel prices and learning by doing in renewable energy technologies the optimal solution shows that renewable energy technologies are economically attractive especially when external costs are internalized however annual research development funding is low and should be raised significantly in order to guarantee the highest possible investment incentives with minimal expenditures the study also hypothesizes that with the likelihood of renewable energy to replace non renewable energy renewable power use in liberia can potentially reduce carbon dioxide emissions by approximately 13 9 by 2015 compared to the 2008 levels the key insight provided by the real options analysis in this study is that while renewable energy may have inherent limitations such as seasonality of supply low energy content and capacity factor issues they still hold a significant amount of value which can only be detected when externalities are internalized thus underscoring the need for external costs related policies

valuing chinese feed in tariffs program for solar power generation a real options analysis newhuadu business school research fund china sustainable energy program g 1305 18257 national social science foundation of china 12zd059 ministry of education 10gbj013