assessing income population and technology impacts on co2 emissions in canada where s the ekc abstract this study investigates the macroeconomic forces underlying carbon dioxide co2 emissions from fossil fuel use in canada in keeping with the relevant literature on environmental degradation three forces are expected to influence co2 emissions gross domestic product per capita gdp capita population and technological change while previous work has employed reduced form models that allow for non linear relationships between co2 and gdp capita it has been common practice to assume linear relationships between co2 and the latter two variables this study tests a more flexible model using a five region panel data set in canada over the period 1970 2000 findings indicate that gdp capita is unrelated to co2 that an inverted u shaped relationship exists with population and that a u shaped relationship exists with technology thus technological and population changes are supported over the commonly hypothesized environmental kuznets curve an inverted u shaped relationship between gdp capita and environmental degradation for affecting co2 emissions from fossil fuel use in canada

a dynamic approach to the environmental kuznets curve hypothesis abstract the environmental kuznets curve ekc hypothesis states that pollution levels increase as a country develops but begin to decrease as rising incomes pass beyond a turning point in ekc analyses the relationship between environmental degradation and income is usually expressed as a quadratic function with the turning point occurring at a maximum pollution level other explanatory variables have been included in these models but income regularly has had the most significant effect on indicators of environmental quality one variable consistently omitted in these relationships is the price of energy this paper analyzes previous models to illustrate the importance of prices in these models and then includes prices in an econometric ekc framework testing energy income and co2 income relationships these long run price income models find that income is no longer the most relevant indicator of environmental quality or energy demand indeed we find no significant evidence for the existence of an ekc within the range of current incomes for energy in the presence of price and trade variables

does income inequality harm the environment empirical evidence from the united states abstract this study revisits the growth inequality environment nexus in the context of country specific time series data the short and long run effects of income inequality economic growth and energy consumption on co2 emissions in the u s are examined using the autoregressive distributed lag ardl approach we find that more equitable distribution of income in the u s results in better environmental quality in the short and long run it is also found that in both the short and long run economic growth has a beneficial effect on environmental quality whereas energy consumption has a detrimental effect on the environment

a reinterpretation of the optimal demand for risky assets in fund separation theorems in a continuous time portfolio selection model with n risky assets and k state variables driving their risk and return parameters we derive simple expressions for the allocation to each asset in the k 1 risky funds of the k 2 fund separation theorem we show that the allocation to any given risky asset in each fund can be written in terms of the parameters of a regression of the excess returns of this asset on those of the n 1 remaining assets we also use these parameters to provide quantitative measures of the increase in sharpe ratio of the speculative demand or in the maximum correlation of each hedging demand with respect to the corresponding risk factor associated with the introduction of a new asset in the investment universe finally we show that in a multiperiod setting an asset is spanned by others if and only if it improves neither the maximum sharpe ratio of the speculative demand nor the maximum correlations of the hedging demands with the risk factors this paper was accepted

a generalization of the endogenous grid method abstract this paper extends carroll s 2005 the method of endogenous gridpoints for solving dynamic stochastic optimization problems national bureau of economic research technical working paper 309 endogenous grid method to perform value function iteration in models with more than one control variable we propose to mix the endogenous grid method with standard value function iteration to achieve higher efficiency we illustrate the method using the stochastic neoclassical growth model with and without labor leisure choice we report important gains in efficiency that make value function iteration an attractive computational method in terms of both computing time and accuracy

questioning the empirical basis of the environmental kuznets curve for co2 new evidence from a panel stationarity test robust to multiple breaks and cross dependence abstract this paper investigates the time series properties of per capita co2 emissions and per capita gdp levels for a sample of 86 countries over the period 1960 2000 for that purpose we employ a state of the art panel stationarity test which incorporates multiple shifts in level and slope thereby controlling for cross sectional dependence through bootstrap methods our analysis renders clear cut evidence that per capita gdp levels are nonstationary for the world as a whole while per capita co2 is found to be regime wise trend stationary the analysis of country groups shows that for africa and asia per capita co2 is best described as nonstationary while per capita gdp appears stationary around a broken trend in addition we find evidence of regime wise trend stationarity in both variables for the country groups consisting of america europe and oceania the results of our analysis carry important implications for the statistical modelling of the environmental kuznets curve for co2 since the differing order of integration in both variables for the world as a whole and for africa and asia calls into question the validity of panel cointegration techniques which assume that both variables are nonstationary and cointegrated with one another cointegration techniques would not be appropriate either for the case of america europe and oceania which are characterised by per capita gdp and co2 emissions being stationary around a broken trend similar conclusions are reached when we analyse country groups based on levels of development failure to properly characterise the time series properties of the data by not controlling for an unknown number of structural breaks and for cross sectional dependence could be responsible for the fragility and lack of robustness surrounding the estimation of environmental kuznets curves

a dynamic panel study of economic development and the electricity consumption growth nexus abstract this study examines the relationship between electricity consumption and economic growth for 88 countries categorized into four panels based on the world bank income classification high upper middle lower middle and low income within a multivariate panel framework over the period 1990 2006 the larsson et al 2001 panel cointegration test indicates there is a long run equilibrium relationship between real gdp coal consumption real gross fixed capital formation and the labor force for the high upper middle and lower middle income country panels the results from the panel vector error correction models reveal 1 bidirectional causality between electricity consumption and economic growth in both the short and long run for the high income and upper middle income country panels 2 unidirectional causality from electricity consumption to economic growth in the short run but bidirectional causality in the long run for the lower middle income country panel and 3 unidirectional causality from electricity consumption to economic growth for the low income country panel

co2 emissions non renewable and renewable electricity production economic growth and international trade in italy abstract this paper applies the autoregressive distributed lag ardl bounds testing approach to cointegration to investigate the dynamic causal relationships between co2 emissions per capita real gdp per capita per capita non renewable electricity production and per capita renewable electricity production and international trade in the case of italy from 1960 to 2011 we find cointegration among these variables in the presence of possible structural breaks and we overcome the problem of multicollinearity in the research design the environmental kuznets curve ekc hypothesis is validated analytically because the estimated pollution model indicates that economic growth leads to less pollution over time per capita renewable electricity production reduces the level of co2 emissions per capita in the short run and in the long run whereas international trade only impacts positively upon carbon dioxide emissions per capita in the long run international trade granger causes co2 emissions per capita and non renewable electricity production per capita moreover the results depict the existence of the long run unidirectional granger causality relation running from output per capita to renewable electricity production per capita and from non renewable electricity production per capita to renewable electricity production per capita the findings indicate that renewable electricity production is a key solution in reducing pollutant emissions over time this result should be of concern to policy makers

effects of public and private expenditures on environmental pollution a dynamic heterogeneous panel data analysis abstract this paper examined the impact of expenditures of household firm and government on aggregate and sectoral carbon emissions in the world economies during 1990 2015 the modified heterogeneous panel data technique was used to estimate both carbon emission and income models from which both the direct and indirect effects of expenditure categories were estimated along with long run and short run analyses empirical results indicate that in the long run the negative direct effect of government expenditure was reduced by the positive indirect effects leading to positive total effect on aggregate carbon emission however in the short run the negative direct effect was enhanced by the negative indirect effect culminating into negative total effect further in the long run the positive direct effect of investment expenditure was reduced by the negative indirect effects resulting into negative total effect on aggregate carbon emissions however the negative short run direct effect was reduced by the positive indirect effect leading to marginal positive total effect the total direct effect of household consumption spending was negative in the long run and could be relatively large in the short run the effect of the household expenditure on sectoral carbon emissions was negative while that of private investment was positive and that of public spending was diverse the policy lessons include the need to conduct value chain environmental pollution implications of any expenditure policy

cyclical dynamics in idiosyncratic labor market risk is individual labor income more risky in recessions this is a difficult question to answer because existing panel data sets are so short to address this problem we develop a generalized method of moments estimator that conditions on the macroeconomic history that each member of the panel has experienced variation in the cross sectional variance between households with differing macroeconomic histories allows us to incorporate business cycle information dating back to 1930 even though our data do not begin until 1968 we implement this estimator using household level labor earnings data from the panel study of income dynamics we estimate that idiosyncratic risk is i highly persistent with an annual autocorrelation coefficient of 0 95 and ii strongly countercyclical with a conditional standard deviation that increases by 75 percent from 0 12 to 0 21 as the macroeconomy moves from peak to trough

on the causal dynamics between emissions nuclear energy renewable energy and economic growth this paper examines the causal relationship between co2 emissions nuclear energy consumption renewable energy consumption and economic growth for a group of 19 developed and developing countries for the period 1984 2007 using a panel error correction model the long run estimates indicate that there is a statistically significant negative association between nuclear energy consumption and emissions but a statistically significant positive relationship between emissions and renewable energy consumption the results from the panel granger causality tests suggest that in the short run nuclear energy consumption plays an important role in reducing co2 emissions whereas renewable energy consumption does not contribute to reductions in emissions this may be due to the lack of adequate storage technology to overcome intermittent supply problems as a result electricity producers have to rely on emission generating energy sources to meet peak load demand

equilibrium in securities markets with heterogeneous investors and unspanned income risk abstract in a finite time horizon incomplete market continuous time setting with dividends and investor incomes governed by arithmetic brownian motions we derive closed form solutions for the equilibrium risk free rate and stock price for an economy with finitely many heterogeneous cara investors and unspanned income risk in equilibrium the sharpe ratio is the same as in an otherwise identical complete market economy whereas the risk free rate is lower and consequently the stock price is higher the reduction in the risk free rate is highest when the more risk averse investors face the largest unspanned income risk

estimating the environment kuznets curve hypothesis evidence from latin america and the caribbean countries this study explores the effect of economic growth gdp renewable energy consumption re and financial development fd on co2 emission co2 in latin america and caribbean countries to achieve this goal a panel co2 model was built over the period 1980 2010 the kao cointegration test results revealed that the variables are cointegrated the fully modified ols fmols results indicated an inverted u shape relationship between co2 and gdp thus confirming the environmental kuznets curve hypothesis furthermore fmols results also revealed that fd can improve environmental quality by its negative long run effect on co2 however re has no long run effect on co2 indicating that the re does not contribute to co2 reduction the vecm granger causality results revealed feedback causality between gdp re fd and co2 in both short and long run additionally granger causality results also revealed that re gdp and fd can be a good solution to reduce environmental damage since they have a causal effect on co2 this study shows the investigated countries should increase their banking loans on green energy energy efficiency and energy saving projects to reduce environmental damage in addition the above recommendation can increase the contribution of renewable energy in reducing environmental damage

optimal portfolio choice for long horizon investors with nontradable labor income this paper examines how risky labor income and retirement affect optimal portfolio choice with idiosyncratic labor income risk the optimal allocation to stocks is unambiguously larger for employed investors than for retired investors consistent with the typical recommendations of investment advisors increasing idiosyncratic labor income risk raises investors willingness to save and reduces their stock portfolio allocation towards the level of retired investors positive correlation between labor income and stock returns has a further negative effect and can actually reduce stockholdings below the level of retired investors financial advisors typically recommend that their customers invest more in stocks than in safe assets when they are working and to shift their investments towards safe assets when they retire jagannathan and kocherlakota 1996 malkiel 1996 by contrast the standard academic models of portfolio choice merton 1969 1971 samuelson 1969 show that retirement is irrelevant for portfolio decisions if investment opportunities are constant and human capital is tradable in this case the fraction of wealth optimally invested in risky assets should be constant over the lifetime of an individual recent research building on the pioneering work by merton 1971 shows that time varying investment opportunities result in portfolio rules with an intertemporal hedging component whose magnitude depends on the investment horizon of the investor kim and omberg 1996 balduzzi and lynch 1997 brennan schwartz and lagnado 1997 brandt 1999 campbell and viceira 1999 2001 barberis 2000 with time variation in investment opportunities retirement and death play an instrumental role as events that exogenously fix the individual s investment horizon more importantly retirement also marks the time at which individuals stop working and thereafter must live off their lifetime savings and possibly transfers from this perspective retirement matters for portfolio choice

portfolio choice in the presence of background risk in this paper we focus on how the presence of background risks from sources such as labour and entrepreneurial income influences portfolio allocations this interaction is explored in a theoretical model that is calibrated using cross sectional data from a variety of sources the model is shown to be consistent with some but not all aspects of cross sectional observations of portfolio holdings the paper also provides a survey of the extensive theoretical and empirical literature on portfolio choice

who should buy long term bonds according to conventional wisdom long term bonds are appropriate for conservative long term investors this paper develops a model of optimal consumption and portfolio choice for infinite lived investors with recursive utility who face stochastic interest rates solves the model using an approximate analytical method and evaluates conventional wisdom as risk aversion increases the myopic component of risky asset demand disappears but the intertemporal hedging component does not conservative investors hold assets to hedge the risk that real interest rates will decline long term inflation indexed bonds are most suitable for this purpose but nominal bonds may also be used if inflation risk is low

stoking the fires co2 emissions and economic growth abstract we examine the relationship between economic development and carbon dioxide emissions a greenhouse gas central to global warming predictions estimates derived from global panel data suggest a diminishing marginal propensity to emit mpe carbon dioxide as gdp per capita rises despite this global carbon dioxide emissions growth will continue at 1 8 percent per annum for the foreseeable future a result that is not sensitive to average output growth instead emissions growth continues because output and population will grow most rapidly in lower income nations with high mpes this latter feature emphasizes the distributional consequences of policies to reduce emissions

economic growth and emissions reconsidering the empirical basis of environmental kuznets curves abstract recent empirical research indicates that certain types of emissions follow an inverted u or environmental kuznets curve ekc as income grows this regularity has been interpreted as a possible de linking of economic growth and patterns of certain pollutants for developed economies in this paper the empirical basis of this result is investigated by considering some statistical particularities of the various ekc studies performed it is argued that the inverted u relationship between income and emissions estimated from panel data need not hold for specific individual countries over time based on insights from intensity of use analysis in resource economics an alternative growth model is specified and estimated for three types of emissions co2 nox and so2 in four countries netherlands uk usa and western germany it is found that the time patterns of these emissions correlate positively with economic growth and that emission reductions may have been achieved as a result of structural and technological changes in the economy sustainable growth is defined as the rate of economic growth that does not lead to growth in emissions its rate is calculated for each type of emission and country based on estimated parameter values the resulting indicators reflect a balance between the positive influence of growth and negative influence of structural change and technological progress on emission levels

trade openness and environmental quality international evidence we examine the relationship between trade openness and the environment in a cross country panel using the emission of particulate matter pm10 as the basic indicator of environmental quality the panel cointegration test results show a long run relationship between particulate matter emissions trade openness and economic growth we find that increased trade openness leads to environmental degradation for the global sample however the results differ according to the income of countries trade openness has a benign effect on the environment in high income countries but a harmful effect in middle and low income countries these results are generally robust to different measures of trade openness and environmental quality interestingly and significantly the results are consistent with the popular notion that rich countries dump their pollution on poor countries finally we find evidence of a feedback effect between trade openness and particulate matter emissions for the global sample as well as different income groups of countries

an alternative analysis of apparent ekc type transitions abstract the hypothesis of the environmental kuznets curve ekc depends upon the assumption that countries pass through a similar environmental impact trajectory as they experience income growth implying that income levels determine pollution levels the authors present evidence that this is not representative of the way many individual country s pollution emission trajectories evolve and question the emphasis on income determinism by the ekc the study proposes that nonlinear dynamic systems analysis provides a more complete description of individual country pollution trajectories in the case of co 2 emissions the nonlinear time trajectories show abrupt transitions that occur contemporaneously with historical events and over a broad range of incomes

on the relationships between co2 emissions energy consumption and income the importance of time variation abstract the environment that governs the relationships between energy consumption carbon dioxide co2 emissions and gross domestic product gdp in the g7 countries changes over time due to variations in economic growth regulatory policy and technology using a novel approach that may detect causalities when the time constant hypothesis is rejected we find significant time varying granger causalities among the variables under consideration there is bidirectional causality between gdp and energy consumption for japan unidirectional causality running from gdp to energy consumption for italy and unidirectional causality running from energy consumption to gdp for the resource country canada moreover the results also show a bidirectional time varying causality between energy consumption and co2 emissions for the united states and causality from energy consumption to co2 emissions for france finally while we find significant time varying causalities running from gdp to co2 emissions for italy and japan the finding of inverted n shaped curves italy and japan lends no support to the traditional environmental kuznets curve ekc hypothesis for these countries it implies that environmental policy and economic growth should go hand in hand other policy implications of the empirical results have been proposed

the effect of urbanization energy consumption and foreign direct investment on the carbon dioxide emission in the ssea south and southeast asian region abstract this study examines the relationship between urbanization energy consumption foreign direct investment fdi and carbon dioxide co2 emission of 17 countries in the south and southeast asian ssea region during the period 1980 2012 in order to find out the intensity of co2 emission in 17 countries we classify the total sample countries into three sub groups namely high middle and low income countries these three sub panels are constructed based on their gross national income per capita of countries pedroni cointegration result shows that urbanization primary energy consumption fdi and co2 emission are cointegrated in all sub groups of countries regardless of their levels of national income per capita furthermore while incorporating the fossil fuel energy consumption in place of primary energy consumption in the alternative specification of regression the result suggests a cointegrating relationship between fossil fuel energy consumption fdi urbanization and co2 emission in middle income countries nevertheless westerlund cointegration results are more or less in the line of pedroni results furthermore the results reveal that primary energy consumption fossil fuel energy consumption and fdi are substantially affecting the co2 emission in the ssea region moreover the empirical findings suggest that in middle income countries both primary and fossil fuel energy consumption are considerably increasing the co2 emission and leading to greenhouse gas problem in the ssea region

coupling model of energy consumption with changes in environmental utility abstract this study explores the relationships between metropolis energy consumption and environmental utility changes by a proposed environmental utility of energy consumption euec model based on the dynamic equilibrium of input output economics theory it considers three simulation scenarios fixed technology technological innovation and green building effect it is applied to analyse hong kong in 1980 2007 continual increase in energy consumption with rapid economic growth degraded environmental utility first energy consumption at fixed technology was determined by economic outcome in 1990 it reached a critical balanced state when energy consumption was 22 109 kwh before 1990 x1 22 109 kwh expansion of energy consumption facilitated socio economic development but suppressed environmental benefits second technological innovation strongly influenced energy demand and improved environmental benefits the balanced state remained in 1999 when energy consumption reached 32 33 109 kwh technological innovation dampened energy consumption by 12 99 exceeding the fixed technology condition finally green buildings reduced energy consumption by an average of 17 5 in 1990 2007 they contributed significantly to energy saving and buffered temperature fluctuations between external and internal environment the case investigations verified the efficiency of the euec model which can effectively evaluate the interplay of energy consumption and environmental quality

renewable and non renewable energy consumption growth nexus evidence from a panel error correction model abstract unlike previous renewable energy consumption growth studies this study examines the relationship between renewable and non renewable energy consumption and economic growth for 80 countries within a multivariate panel framework over the period 1990 2007 the pedroni 1999 2004 heterogeneous panel cointegration test show a long run equilibrium relationship between real gdp renewable energy consumption non renewable energy consumption real gross fixed capital formation and the labor force with the respective coefficient estimates positive and statistically significant there is little difference in the elasticity estimates with respect to renewable and non renewable energy consumption the results from the panel error correction model reveal bidirectional causality between renewable and non renewable energy consumption and economic growth in both the short and long run also there is bidirectional short run causality between renewable and non renewable energy consumption indicative of substitutability between the two energy sources

environmental kuznets curve for co2 in canada abstract according to the environmental kuznets curve hypothesis the relationship between per capita gdp and per capita pollutant emissions has an inverted u shape this implies that past a certain point economic growth may actually be profitable for environmental quality most studies on this subject are based on estimating fully parametric quadratic or cubic regression models while this is not technically wrong such an approach somewhat lacks flexibility since it may fail to detect the true shape of the relationship if it happens not to be of the specified form we use semiparametric and flexible nonlinear parametric modeling methods in an attempt to provide more robust inferences we find little evidence in favour of the environmental kuznets curve hypothesis our main results could be interpreted as indicating that the oil shock of the 1970s has had an important impact on progress towards less polluting technology and production

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

is there an environmental kuznets curve for deforestation abstract this paper examines the relationship between deforestation and gross domestic product gdp per capita in particular whether an inverted u relationship indicative of worsening then improving deforestation exists between them we note that previous work has used models with restrictive assumptions and recommend a more flexible random coefficients specification which allows for a greater degree of cross country heterogeneity empirical results using data for 76 developing countries between 1961 1992 suggest that the inverted u shaped relationship observed in other studies does not appear to be an empirical regularity with our less restrictive specification statistical tests indicate that this specification is supported by the data we argue that such results are not surprising in view of the wide diversity of physical and social characteristics that exist across countries

what proportion of renewable energy supplies is needed to initially mitigate co2 emissions in oecd member countries in spite of increasing numbers of countries having established renewable energy development mechanisms for carbon dioxide co2 emissions reduction the co2 emissions problem continues to worsen along with the growth of the world economy this leads us to examine the threshold effect of the proportion of renewable energy supply for co2 emissions reduction by means of the panel threshold regression model ptr economic growth and the price of energy are also both taken into account in the model in measuring the specific influence that each of them has on co2 emissions the empirical panel data encompass all 30 member countries of the oecd and cover a period of about a decade in length from 1996 to 2005 our empirical results provide clear evidence of the existence of a single threshold effect that may be divided into lower and higher regimes based on the specific estimates of the slope coefficients in each regime distinguished we find that a renewable energy supply accounting for at least 8 3889 of total energy supply would mean that co2 emissions would start to be mitigated furthermore real gdp and the cpi of energy are significantly and positively and insignificantly and negatively correlated with co2 emissions respectively these findings lead us to conclude that the authorities ought to enhance the proportion of renewable energy supply to more than 8 3889 of all energy supplied which might help resolve the dilemma between economic growth and co2 emissions realizing the effects of co2 emissions reduction via energy price reforms or the levying of a carbon tax levy may however still remain a puzzle

what role of renewable and non renewable electricity consumption and output is needed to initially mitigate co2 emissions in mena region abstract this study attempts to explore the causal relationship between renewable and non renewable electricity consumption output and carbon dioxide co 2 emissions for 10 middle east and north africa mena countries over the period of 1980 2009 the results from panel fully modified ordinary least squares fmols and dynamic ordinary least squares dols show that renewable and non renewable electricity consumption add in co 2 emissions while output real gross domestic product gdp per capita exhibits an inverted u shaped relationship with co 2 emissions i e the environment kuznets curve ekc hypothesis is validated the short run dynamics indicate the unidirectional causality running from renewable and non renewable electricity consumption and output to co 2 emissions in the long run there appears to be a bidirectional causality between electricity consumption renewable and non renewable and co 2 emissions the findings suggest that future reductions in co 2 emissions might be achieved at the cost of economic growth

carbon dioxide income and energy evidence from a non linear model abstract this study applies the panel smooth transition regression pstr model to explore the impacts of real income energy and investment on the co 2 income nexus for 99 countries covering the period from 1971 to 2010 we find that in the full sample as real income rises co 2 emissions rapidly increase first and then their increasing rate starts to slow down while the environmental kuznets curve ekc hypothesis for co 2 emissions is supported from the composite results of three income groups our results show that decreasing energy usage improving energy efficiency and enhancing clean energy usage could effectively ease the impacts of real income on co 2 emissions moreover countries with different energy trade conditions and income levels have different co 2 income correlations indicating that one size does not fit all

a household level environmental kuznets curve abstract richer households may create more vehicle emissions because they own more vehicles and drive more poorer households may pollute more because they use high polluting vintages and maintain them less well this paper uses 1993 california vehicle microdata to show that there is a kuznets u shaped hydrocarbon emissions relation

carbon dioxide emissions and economic growth an assessment based on production and consumption emission inventories working with a new dataset on comparable global co2 production and consumption inventories spanning the 1997 2011 period we investigate the relationship between real gross domestic product gdp per capita and co2 emissions per capita associated with both production and consumption activities by including linkages between production based emissions in one country and final consumption in another via cross border value chains we focus on the entire carbon chain we estimate polynomial and threshold models accounting for reverse causality and identification problems we find that the income elasticity for both inventories is regime dependent and reflects small carbon efficiency gains from economic development carbon footprints show larger income elasticities while national policy instruments targeting production can clearly be circumvented by carbon embodied in intermediate trade this implies problems of environmental sustainability that may require consumption based policy instruments

causality between income and emission a country group specific econometric analysis abstract empirical studies of the environmental kuznets curve ekc examine the presence or otherwise of an inverted u shaped relationship between the level of pollution and the level of income customarily in the diagram of ekc the level of income is shown on the horizontal axis and that of pollution on the vertical axis thus it is presumed that the relationship between income and pollution is one of unidirectional causality with income causing environmental changes and not vice versa the validity of this presumption is now being questioned it is being asserted that the nature and direction of causality may vary from one country to the other in this paper we present the results of a study of income co 2 emission causality based on a granger causality test to cross country panel data on per capita income and the corresponding per capita co 2 emission data briefly our results indicate three different types of causality relationship holding for different country groups for the developed country groups of north america and western europe and also for eastern europe the causality is found to run from emission to income for the country groups of central and south america oceania and japan causality from income to emission is obtained finally for the country groups of asia and africa the causality is found to be bi directional the regression equations estimated as part of the granger causality test further suggest that for the country groups of north america and western europe the growth rate of emission has become stationary around a zero mean and a shock in the growth rate of emission tends to generate a corresponding shock in the growth rate of income in contrast for the country groups of central and south america oceania and japan a shock in the income growth rate is likely to result in a corresponding shock in the growth rate of emission finally causality being bi directional for the country groups of asia and africa the income and the emission growth rates seemed to reinforce each other

borrowing costs and the demand for equity over the life cycle abstract we construct a life cycle model that delivers realistic behavior for both equity holdings and borrowing the key model ingredient is a wedge between the cost of borrowing and the risk free investment return borrowing can either raise or lower equity demand depending on the cost of borrowing a borrowing rate equal to the expected return on equity which we show roughly matches the data minimizes the demand for equity alternative models with no borrowing or limited borrowing at the risk free rate cannot simultaneously fit empirical evidence on borrowing and equity holdings

saving and investing for early retirement a theoretical analysis we study optimal consumption and portfolio choice in a framework where investors adjust their labor supply through an irreversible choice of their retirement time we show that investing for early retirement tends to increase savings and reduce an agent s effective relative risk aversion thus increasing her stock market exposure contrary to common intuition an investor might find it optimal to increase the proportion of financial wealth held in stocks as she ages and accumulates assets even when her income and the investment opportunity set are constant the model predicts a decrease in risk aversion following strong market gains like those observed in the nineties

economic growth trade and energy implications for the environmental kuznets curve abstract the environmental kuznets curve ekc hypothesis asserts that pollution follows an inverted u path with respect to economic growth the ekc has been explained in terms of structural changes in the composition of economic output and increased environmental regulation at higher income levels while some authors have incorporated the impact of trade policy orientation on the ekc the impact of the actual movement between countries of goods that embody pollution has not been considered this paper attempts to econometrically quantify the effect using pooled cross country and time series data the ekc hypothesis is examined with respect to commercial energy consumption the source of many serious environmental problems it was found that while both industrializing and industrialized countries have added to their energy requirements by exporting manufactured goods the growth has been substantially higher in the former at the same time industrialized countries have been able to reduce their energy requirements by importing manufactured goods exports of manufactured goods by industrialized countries has thus been an important factor in generating the upward sloping portion of the ekc and imports by industrialized countries have contributed to the downward slope

carbon dioxide emissions and global gdp abstract a positive relationship between carbon dioxide emissions the most important greenhouse gas ghg implicated in global warming and gdp is shown in this paper examining per capita income and co2 emissions of 137 countries across 21 years it also appears that as per capita incomes accelerate across countries emissions increases for the most part tend to decelerate it could be that higher income levels lead to increased demand for environmental protection only emissions reduction proposals that assure incomes will not be adversely affected particularly those of less developed countries ldcs will have any possibility of successful implementation

income and emission a panel data based cointegration analysis this paper presents the results of an investigation of the causality issue of incomeemission relationship based on time series econometric techniques of unit root test cointegration and related error correction model for a panel data set here the nature of causality between per capita co2 emission pcco2 and per capita gdp pcgdp has been examined using a cross country panel data set covering 88 countries for the period 1960 90 using the panel unit root test procedure of im et al 1997 ips we have found that the hypothesis of unit root i e non stationarity of the time series of pcgdp and pcco2 can not be rejected for individual country groups as both the variables are found to follow i 1 process we next have performed the panel data co integration test and finally we have estimated the ecm for these country groups for which significant income emission cointegration was obtained to explore the nature of dynamics implicit in the given panel data set our findings suggest that there is more or less a bi directional causal relationship between income pcgdp and co2 emission pcco2 for africa central america america as a whole eastern europe western europe europe as a whole and the world as a whole that means the movement of the one variable directly affects the other variable through a feedback system thus the policy makers should be cautious to make proper decision about the control of emission level

foreign direct investment pollution and economic growth evidence from malaysia the bounds test developed by pesaran et al 2001 is applied to examine the existence of a long run relationship between foreign direct investment fdi inflows pollution and output of malaysia granger causality tests are also utilized to test for the presence of the short run and long run causal relationship between these variables both fdi inflows and pollution have short run causal relationship on output output only has long run causal relationship on fdi inflows

international tourism energy consumption and environmental pollution the case of turkey abstract this study investigates the long run equilibrium relationship between tourism energy consumption and environmental degradation as proxied by carbon dioxide co 2 emissions in turkey which attracts more than 30 million tourists per year making it the sixth most visited country in the world the study results reveal that tourism and energy consumption are in a long term equilibrium relationship with co 2 emissions in the tourism induced model co 2 emissions converge to the long term equilibrium path by a 91 01 percent speed of adjustment every year through the channels of tourism energy consumption and aggregate income further the results of the impulse response and variance decompositions reveal that the reaction of energy consumption and therefore co 2 emissions to changes in tourism development is positive and gains strength in the longer periods this implies that tourism development in turkey has resulted not only in considerable increases in energy use but also considerable increases in climate change as demonstrated by the econometric analysis of this study

carbon dioxide emission and income a temporal analysis of cross country distributional patterns the existence of a cointegrating relationship between income and co2 emission for individual country groups suggests existence of a corresponding relationship between the inter country disparities in the levels of income and co2 emission this paper explores the relationship between the patterns of cross country distribution of income and co2 emission and temporal shifts in such a relationship this paper also examines how the mean level of per capita co2 emission and its distributional inequality are related to the corresponding mean income level and the distributional inequality of income the analysis is based on a cross country panel data set at the level of country group environmental quality demanded is treated as a private good and not as a public good as done in most other studies the technique of lorenz and specific concentration curve analysis are used as the basic analytical framework to argue that a measure of relative distributional inequality of income should be used as an explanatory variable in the environmental kuznets curve ekc relationship along with the mean income level in the empirical exercise johansen s cointegration analysis technique is used to explore existence of statistically significant cointegrating vector s relating mean level of emission and specific concentration ratio scr of emission to mean income level and lorenz ratio lr of income the empirical results confirm that the pattern of cross country income distribution has significant effect on the mean level of emission for all the country groups considered

greenhouse gas emissions energy consumption and economic growth a panel cointegration analysis from canadian industrial sector perspective abstract this paper investigates the long run and the causal relationship between greenhouse gas emissions energy consumption and economic growth for canadian industrial sectors over the period 1990 2007 the empirical findings suggest that in the long run equilibrium energy consumption has a positive and statistically significant impact on greenhouse gas emissions whereas a non linear relationship is found between greenhouse gas emissions and economic growth consistent with the environmental kuznets curve the short run dynamics conveys that there is a unidirectional granger causality running from energy consumption to greenhouse gas emissions from economic growth to greenhouse gas emissions and a weak unidirectional causality running from greenhouse gas emissions to energy consumption from economic growth to energy consumption in the long run however there seems to be a weak one way causality flowing from energy consumption and economic growth to greenhouse gas emissions

does disaggregated co2 emission matter for growth evidence from thirty countries abstract this paper investigates the causal relationship between economic growth and aggregated carbon dioxide co 2 emission as well as economic growth and disaggregated co 2 emission from burning fossil fuel coal oil and natural gas in addition the analysis extends the potential impact on economic growth if countries substitute co 2 emission from dirty energy coal by emission from relatively cleaner energy oil and natural gas the study carries out a panel analysis of 30 countries during 1960 2010 panel unit root tests cointegration techniques and causality tests are used to investigate these relationships using panel var in first differences framework the result indicates that there are feedback relationships in all cases except a unidirectional causality running from economic growth to coal induced co 2 emission utilizing wald test with linear restriction the result also finds that countries will be environmentally benefited if they substitute emission from coal by that of oil and natural gas that is if they substitute coal consumption by oil and natural gas consumption depending on the findings the paper suggests some essential policies

democracy and environmental quality we develop and estimate an econometric model of the relationship between several local and global air pollutants and economic development while allowing for critical aspects of the socio political economic regime of a state we obtain empirical support for our hypothesis that democracy and its associated freedoms provide the conduit through which agents can exercise their preferences for environmental quality more effectively than under an autocratic regime thus leading to decreased concentrations or emissions of pollution however additional factors such as income inequality age distribution education and urbanization may mitigate or exacerbate the net effect of the type of political regime on pollution depending on the underlying societal preferences and the weights assigned to those preferences by the state

which policy is more effective carbon reduction in all industries or in high energy consuming industries from dual perspectives of welfare effects and economic effects abstract carbon emission reduction policy is the main method to curb carbon emissions and tackle climate change however few studies have investigated the effectiveness of carbon emission reduction polices from the welfare and economic perspectives this study establishes a dynamic general equilibrium model with input output structure and compares the effects of emission reduction in all industries and in high energy consuming industries the main conclusions are that carbon emission reduction constraints for all industries have more significant negative impacts on consumption and social welfare compared to emission reduction constraints for high energy consuming industries to be more precisely carbon emission reduction in high energy consuming industries has comparative advantages in maintaining social welfare stability regarding economic effects compared with the carbon emission reduction in high energy consuming industries carbon emission reduction in all industries leads to a larger decline in total output and outputs of most industries however the role of carbon emission reduction in all industries is more significant in promoting employment the carbon emission reduction policies of all industries and high energy consuming industries have strengths in economic effects respectively the findings could provide references for the government to take appropriate measures to promote carbon emission reduction and economic growth

the co2 emissions income nexus evidence from rich countries the paper attempts to test the environment kuznets curve ekc hypothesis for 36 high income countries for the period 1980 2005 the test is based on the suggestion of narayan and narayan 2010 various panel data unit root and co integration tests are applied carbon dioxide co2 emissions and gdp series are integrated of order one and co integrated especially after controlling for cross sectional dependence additionally the blundell bond system generalised methods of moments gmm is employed to conduct a panel causality test in a vector error correction mechanism vecm setting unidirectional causality running from real per capita gdp to per capita co2 emissions is uncovered in both the short run and the long run the empirical analysis based on individual countries provides evidence of an ekc for greece malta oman portugal and the united kingdom however it can be observed that for the whole panel a 1 increase in gdp generates an increase of 0 68 in co2 emissions in the short run and 0 22 in the long run the lower long run income elasticity does not provide evidence of an ekc but does indicate that over time co2 emissions are stabilising in the rich countries

the co2 emissions development nexus revisited abstract this study revisited the co2 emissions development nexus for this purpose a comprehensive analysis was performed using recent and extensive datasets and employing three different econometric methods namely the cross sectional regression the cointegrating regression and the threshold regression the findings revealed that an environmental regime transformation had occurred in the relationship between the co2 emission intensity and economic development thus the results indicated that in recent decades the inverted n shaped cubic relationship between these variables transformed into the inverted u shaped quadratic relationship by contrast as far as the relationship between the co2 emission per capita and economic development is concerned the u shaped relationship between the variables remained unchanged in other words the present study has detected the inverted u shaped or the environmental kuznets curve ekc relationship between the co2 emission intensity and economic development however it was unable to validate the ekc relationship between the co2 emission per capita and economic development

expectation puzzles time varying risk premia and dynamic models of the term structure abstract linear projections of returns on the slope of the yield curve have contradicted the implications of the traditional expectations theory this paper shows that these findings are not puzzling relative to a large class of richer dynamic term structure models specifically we match all the key empirical findings reported by fama and bliss 1987 american economic review 77 4 680 692 and campbell and shiller 1991 review of economic studies 58 495 514 among others within large subclasses of affine and quadratic gaussian term structure models additionally we show that certain risk premium adjusted projections of changes in yields on the slope of the yield curve recover the coefficients of unity predicted by the models key to this matching are parameterizations of the market prices of risk that let the risk factors affect the market prices of risk directly and not only through factor volatilities the risk premiums have a simple form consistent with fama s findings on the predictability of forward rates and are also shown to be consistent with interest rate feedback rules used by a monetary authority in setting monetary policy

the annuity puzzle remains a puzzle abstract we examine incomplete annuity menus background risk bequest motives and default risk as possible drivers of divergence from full annuitization contrary to what is often suggested in the literature we find that full annuitization remains optimal if saving is possible after retirement this holds irrespective of whether real or only nominal annuities are available whenever liquidity is desired individuals save sizeable amounts out of their annuity income to smooth consumption shocks similarly adding equity linked annuities to the menu does not increase welfare significantly since individuals can invest in stocks in order to get the desired equity exposure

searching for a kuznets curve in environmental efficiency using kernel estimation abstract the paper constructs environmental efficiency indexes for a sample consisting of high and low income countries using nonparametric production frontier techniques and then establishes an environmental kuznets relationship for environmental efficiency by nadaraya watson kernel estimation methodology

labor supply flexibility and portfolio choice in a life cycle model abstract this paper examines the effect of the labor leisure choice on portfolio and consumption decisions over an individual s life cycle the model incorporates the fact that individuals may have considerable flexibility in varying their work effort including their choice of when to retire given this flexibility the individual simultaneously determines optimal levels of current consumption labor effort and an optimal financial investment strategy at each point in his life cycle we show that labor and investment choices are intimately related the ability to vary labor supply ex post induces the individual to assume greater risks in his investment portfolio ex ante

evaluation of socio economic factors on co2 emissions in iran factorial design and multivariable methods abstract nowadays global co2 emissions play a focal role in the human sustainable development and environmental concern this paper investigates the relationships among co2 emissions and the efficient factors including energy consumption oil product gross domestic product gdp non oil gdp foreign direct investment fdi gas consumption citizen rate cost of energy number of vehicles and mean incoming urban and rural in iran over the period of 1976 2016 a factorial design was applied to screening the significant factors and their relations on carbon emissions the results indicated that energy consumption and its cost citizen rate non oil gdp and fdi have significant effects on co2 emissions and there is a linear relationship among these factors and co2 emissions the relationships among significant factors were evaluated for the first time by the latent variable modeling method using partial least square pls model the latent variable model results showed that the lower energy consumption leads to lower co2 emissions with a coefficient of 0 87 the results also indicated that citizen rate positively and fdi negatively the share of 13 and 4 are the other most important factors in raising co2 emissions by a directional relationship the share of energy cost and non oil gdp in explaining co2 emissions is minimal it was found that the chance of successful determination of critical factors on co2 emissions increases with these mathematical models

offering versus choice in 401 k plans equity exposure and number of funds records of over half a million participants in more than 600 401 k plans indicate that participants tend to allocate their contributions evenly across the funds they use with the tendency weakening with the number of funds used the number of funds used typically between three and four is not sensitive to the number of funds offered by the plans which ranges from 4 to 59 a participant s propensity to allocate contributions to equity funds is not very sensitive to the fraction of equity funds among offered funds the paper also comments on limitations on inferences from experiments and aggregate level data analysis how much and how to save for retirement is one of the most important financial decisions made by most people defined contribution dc pension plans such as the popular 401 k plans are important instruments of such savings by 2001 year end about 45 million american employees held 401 k plan accounts with a total of 1 75 trillion in assets holden and vanderhei 2001 an important characteristic of these plans is that the participant has responsibility over his savings among a plan s various funds how responsibly do the participants behave in particular how sensitive are participants choices to possible framing effects associated with the menu of choices they are offered to explore these questions this paper analyzes a data set recently provided by the vanguard group consisting of records of more than half a million participants in about 640 dc plans these plans offer between 4 and 59 funds in which participants can invest all plans offer at least one stock fund 635 plans

the long run relationship between co2 emissions and economic activity in a small open economy uruguay 1882 2010 abstract the long term relationship between carbon dioxide co 2 emissions from energy use and economic activity level is estimated for uruguay between 1882 and 2010 we include co 2 emissions both in levels and in per capita terms which allows to analyze if a decoupling exists both in absolute and in relative terms we also test for the functional form of the relationship something that is usually missed in the literature but which is very relevant because a misspecification could lead to biased estimates we apply cointegration techniques and estimate a vector error correction model vecm for testing whether these variables are endogenous over the long term while also considering the short term dynamics the economic productive structure the degree of openness and the share of clean sources in the total energy supply are also considered as explanatory variables in addition other variables that measure changes in the economic structure are included to check for robustness of the estimates the results show that there is a linear relationship when a log log transformation is employed between co 2 emissions and per capita economic activity level which would involve an exponential relationship between the non transformed variables moreover we cannot reject the level log model indicating that emissions increase at a decreasing rate in reference to the increase in economic level activity emissions increase jointly with the industrial sector s participation in the total output as a consequence of the intensity of this activity in the consumption of energy from fossil fuel sources the degree of openness is inversely related to co 2 emissions this is because the periods of major opening were based on primary input exports which are lower in energy intensity than industrial products the changes in co 2 emission are inversely related to the variation in the share of clean sources in the total energy supply finally all the variables included in the cointegration vector are endogenous adjusting together to the deviations from the long term relationship as a consequence of the above economic growth appears not to be enough for diminishing uruguayan emissions in the long term changes in the energy matrix should be encouraged and emissions reduction should come not through energy constraints but through the development of clean sources or improvements in energy use efficiency given the impact of energy on the economic activity level

intertemporal asset allocation a comparison of methods abstract this paper compares two recent monte carlo methods advocated for the computation of optimal portfolio rules the candidate methods are the approach based on monte carlo with malliavin derivatives mcmd proposed by detemple garcia and rindisbacher detemple et al 2003 a monte carlo method for optimal portfolios journal of finance 58 401 406 and the approach based on monte carlo with regression mcr of brandt goyal santa clara and stroud brandt et al 2003 a simulation approach to dynamic portfolio choice with an application to learning about return predictability working paper wharton school our comparisons are carried out in the context of various intertemporal portfolio choice problems with two assets a risky asset and a riskless asset and different configurations of the state variables the specifications studied include a linear model with a single state variable admitting an exact solution and a non linear model with two state variables that requires a purely numerical resolution the accuracies of the candidate methods are compared we provide in particular efficiency plots displaying the speed accuracy trade off for various selections of the relevant simulation and discretization parameters mcmd is shown to dominate in all the settings considered

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

when can life cycle investors benefit from time varying bond risk premia we study the importance of time varying bond risk premia in a consumption and portfolio choice problem for a life cycle investor facing short sales and borrowing constraints tilts in the optimal asset allocation in response to changes in bond risk premia exhibit pronounced life cycle patterns we find that the investor is willing to pay an annual fee up to 1 to implement a strategy that optimally conditions on prevailing bond risk premia in addition to her age and wealth to solve our model we extend recently developed simulation based techniques to life cycle problems featuring multiple state variables and multiple risky assets

income inequality and pollution a reassessment of the environmental kuznets curve abstract improvements in some measures of air and water quality can accompany rising per capita income as illustrated by the so called environmental kuznets curve for pollution variables which show such a relationship we hypothesize that a more equitable distribution of power contributes to these outcomes by enhancing the influence on policy of those who bear the costs of pollution relative to the influence of those who benefit from pollution generating activities an empirical analysis of international variations in seven indicators of air and water quality supports this hypothesis literacy political rights and civil liberties are found to have particularly strong effects on environmental quality in low income countries

an empirical study of income growth and manufacturing industry pollution in new england 1980 1990 abstract this paper is an empirical examination of how a community s income growth is affected by polluting manufacturing activity the hypothesis i test is that this activity has two conflicting effects first industrial investment encourages economic growth through the creation of employment and other positive economic spillover effects and second the associated pollution causes out migration of residents i hypothesize that a community that is initially relatively wealthy will experience relatively more out migration of its higher income residents who are assumed to have a lower tolerance for pollution thus such communities will grow less in response to such investment compared to its poorer neighbors therefore in my econometric model the marginal effect of pollution on income growth is allowed to vary with initial incomes i use a unique data set that incorporates toxics release inventory tri and census tract level data for new england for the years 1980 and 1990 the estimated effect of pollution on growth is negative on average and is more negative in initial incomes in an effort to measure the out migration effects of pollution i use a separate measure of toxic pollution i find that holding constant total pollution toxic pollution has a more negative effect on growth for wealthier communities these results are consistent with the above hypotheses

the environmental kuznets curve does one size fit all abstract this paper uses a new panel data set on state level sulfur dioxide and nitrogen oxide emissions from 1929 1994 to test the appropriateness of the one size fits all reduced form regression approach commonly used in the environmental kuznets curve literature empirical results provide initial evidence that an inverted u shape characterizes the relationship between per capita emissions and per capita incomes at the state level parameter estimates suggest however that previous studies which restrict cross sections to undergo identical experiences over time may be presenting statistically biased results

allocation of co2 emissions permits a general equilibrium analysis of policy instruments what are the effects of different ways of allocating co2 emissions permits under a tradable permit scheme numerical simulations show that using the permit revenue to lower existing taxes implies by far the lowest welfare cost but also a large reduction in employment in energy intensive sectors and substantial stranded costs grandfathering the permits compensates owners for losses on stranded investments but comes at a welfare cost and does not mitigate the adjustment imposed on the economy finally distributing the permits according to market shares reduces the degree of sectoral adjustment but also comes at a high welfare cost

the impact of investment behaviour for individual welfare the industrialized world has experienced a demographic shift that is straining public pension systems employer sponsored pension plans change from defined benefit to defined contribution more emphasis is put on individually managed retirement funds one concern with this movement is the potential negative effect on individual welfare if households investment behaviour is suboptimal using micro level us data we compare the optimal utility computed using a lifecycle model with the actual utility as reflected in empirical asset allocation choices average estimated welfare costs are below 3 of households endowment assets and human capital yet specific population groups experience higher welfare costs