interaction among china carbon emission trading markets nonlinear granger causality and time varying effect abstract china makes great efforts to reduce carbon emissions and mitigate global greenhouse gas in order to identify the interaction among china cet markets this paper comprehensively investigates nonlinear granger causality and time varying effect in markets by using the hiemstra and jones hj test diks and panchenko dp test and time varying parameter structure vector autoregressive tvp svar model the empirical analysis has demonstrated china major cet markets significantly bidirectional nonlinear granger cause each other as to time varying effect we have obtained convincing findings that time varying impulse responses are among china major cet markets in the short term specifically guangdong hubei and shenzhen cet markets are time varying co movement negatively or positively related to each other over time implying there are deep bases for china national cet market construction furthermore the specific time point impulse effects support our discoveries in time varying impulse responses

income resources and electricity mix this paper presents evidence on a national level electricity ladder which sees countries transition toward coal and natural gas and finally nuclear power and modern renewables such as wind power for their electricity needs as they develop the extent to which countries climb the electricity ladder is dependent on energy endowments the results imply that the environmental implications of economic development differ in countries with different energy resource endowments an effective global carbon mitigation strategy will require developing countries to leapfrog the middle rungs of the electricity ladder

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

quantile regression for modelling distributions of profit and loss quantile regression is applied in two retail credit risk assessment exercises exemplifying the power of the technique to account for the diverse distributions that arise in the financial service industry the first application is to predict loss given default for secured loans in particular retail mortgages this is an asymmetric process since where the security such as a property value exceeds the loan balance the banks cannot retain the profit whereas when the security does not cover the value of the defaulting loan then the bank realises a loss in the light of this asymmetry it becomes apparent that estimating the low tail of the house value is much more relevant for estimating likely losses than estimates of the average value where in most cases no loss is realised in our application quantile regression is used to estimate the distribution of property values realised on repossession that is then used to calculate loss given default estimates an illustration is given for a mortgage portfolio from a european mortgage lender a second application is to revenue modelling while credit issuing organisations have access to large databases they also build models to assess the likely effects of new strategies for which by definition there is no existing data certain strategies are aimed at increasing the revenue stream or decreasing the risk in specific market segments using a simple artificial revenue model quantile regression is applied to elucidate the details of subsets of accounts such as the least profitable as predicted from their covariates the application uses standard linear and kernel smoothed quantile regression

purchasing power parity in the long run a cointegration approach this paper utilizes cointegration analysis to examine purchasing power parity relationships over a long time horizon the results indicate that the exchange rate is cointegrated strongly with the wholesale price index ratio and somewhat weakly with the consumer price index ratio the cointegrating coefficient between the exchange rate and the price ratio is close to one when cointegration is confirmed the hypothesis that the real exchange rate follows a random walk is rejected in most cases finally a new test for common trends finds no such common trends in exchange rates or price ratios copyright 1990 by ohio state university press

deviations from purchasing power parity in the long run this paper demonstrates that deviations from purchasing power parity reveal a remarkable and possibly startling consistency with martingale behavior during both fixed and flexible rate periods for a wide variety of countries and in both monthly and annual data since this pattern appears to be much more general than one would expect on the basis of models founded on international commodity arbitrage the paper proposes an alternative explanation which instead relies on financial arbitrage in bonds as the underlying mechanism this paper will demonstrate that deviations from purchasing power parity ppp reveal a remarkable and possibly startling consistency with martingale behavior during both fixed and flexible exchange rate periods for a wide variety of countries and in both monthly and annual data this pattern appears to be much more general than one would expect on the basis of models founded on international commodity arbitrage the paper therefore proposes an alternative explanation which does not presuppose free trade in goods but which instead relies on financial arbitrage in bonds as the underlying mechanism the major implication of the theory and the results is that ppp is as likely to be violated in the long as in the short run as an empirical matter deviations from ppp can be observed for most currencies at any instant see kravis et al 21 stockman 37 and genberg 15 among others these deviations are typically both cumulative and persistent the real exchange rate can remain on either side of parity for lengthy but variable time intervals of a year or more as a consequence the current consensus shared

national price levels purchasing power parity and cointegration a test of four high inflation economies abstract the time series properties of exchange rates and wholesale prices from four high inflation countries show some evidence in support of purchasing power parity tests for stationarity of real exchange rates and cointegration among price and exchange rate variables are presented for argentina brazil chile and israel during the 1970s and 1980s error correction models describe the mechanism of adjustment to long run equilibrium

the econometrics of the environmental kuznets curve an illustration using australian co2 emissions four econometric issues associated with the estimation and testing of the environmental kuznets curve ekc are considered i model specification with respect to the order of the polynomial ii

a reexamination of balassa s productivity bias hypothesis rency by ri s the price level in country i by pi and the price level in the united states by pu s the ppp theory postulates that ri u s pi pu s many studies have tried to verify whether exchange rates follow the path outlined by the ppp equation the empirical results at best are inconclusive for example j a frenkel tested the ppp by drawing data from the 1970s and showed that the ppp failed on the other hand n davutyan and j pippenger criticized frenkel s work and reversed his conclusion 2 both studies used ordinary least squares and two stage least squares methods even recent studies that have used a relatively modern econometric technique cointegration analysis have mostly rejected the ppp 3 several reasons have been given in the literature for the failure of the ppp or deviation of the ppp based exchange rates from equilibrium exchange rates including lack of free trade existence of transaction costs existence of nontradables simultaneity problems different weights used in constructing different national price indexes money and asset prices and real factors or real variables among the real variables the productivity differential between two countries has received most of the attention in the literature if we denote the market determined equilibrium exchange rate by re and the ppp based rate by pi pu s following the literature we

credit scoring for profitability objectives in consumer credit markets lending decisions are usually represented as a set of classification problems the objective is to predict the likelihood of customers ending up in one of a finite number of states such as good bad payer responder non responder and transactor non transactor decision rules are then applied on the basis of the resulting model estimates however this represents a misspecification of the true objectives of commercial lenders which are better described in terms of continuous financial measures such as bad debt revenue and profit contribution in this paper an empirical study is undertaken to compare predictive models of continuous financial behaviour with binary models of customer default the results show models of continuous financial behaviour to outperform classification approaches they also demonstrate that scoring functions developed to specifically optimize profit contribution using genetic algorithms outperform scoring functions derived from optimizing more general functions such as sum of squared error

anxiety and technological change explaining the inverted u curve of sulphur dioxide emissions in late 20th century finland abstract this article examines the linkage between per capita gdp and sulphur dioxide emissions for one single country in this case finland the narrow approach together with a combination of a historical and economical approach enables us to cut deeper into the controversial environmental kuznets curve hypothesis we found the main reasons for a downturn in sulphur emissions to be technological development and anxiety about possible environmental damage and economic costs related to that it can be discussed whether our results refute the environmental kuznets curve or just show possible ways in which the environmental kuznets curve is achieved nevertheless our case study casts some serious doubt on the most straightforward assumption coming out from the ekc that economic growth would automatically solve environmental problems we claim that the causal connection might also go in an opposite direction proper environmental standards and conservation comprise a necessary condition for economic growth in the long run

the environmental kuznets curve in the oecd 1870 2014 carbon dioxide co2 emissions play an important role in global warming consequently studying the relationship between co2 emissions and economic development is important especially when viewed from a historical perspective we test the environmental kuznets curve ekc hypothesis for a panel of 20 oecd nations dating back to the first globalization boom in the nineteenth century utilising recently developed panel data estimators that account for cross sectional dependence and parameter heterogeneity for the period 1870 to 2014 we find support for the ekc hypothesis for the panel as a whole with three of our preferred four estimators with turning points in income per capita that lie between 18 955 and 89 540 in 1990 us country specific results however only provide mixed support for the ekc hypothesis specifically we find evidence of an ekc for nine of the 20 countries with five exhibiting a traditional inverted u shaped relationship three exhibiting an n shaped relationship and one an inverted n shaped relationship

experimental evidence on dynamic pollution tax policies abstract this paper uses laboratory experiments to provide primary empirical evidence on dynamic pollution tax policies in particular we investigate a setting where a regulator with incomplete information uses a pollution tax mechanism with a simple endogenous tax rate adjustment rule to cost effectively meet a pollution standard this mechanism provides the opportunity for firms to strategically abate in order to reduce future tax rates the experiments vary important policy design features such as the type of tax ambient or emissions the initial tax rate and the tax rate adjustment speed we find that in equilibrium the pollution standard is met on average for each of these settings the observed long run tax rates vary considerably across policy designs which can be explained with a theory that allows for a mix of strategic and myopic firms along with the recognition that the incentives generated by the policy design can influence whether an agent plays myopically or strategically

risk based pricing of interest rates for consumer loans abstract by focusing on observable default risk s role in loan terms and the subsequent consequences for household behavior this paper shows that lenders increasingly used risk based pricing of interest rates in consumer loan markets during the mid 1990s it tests three resulting predictions first the premium paid per unit of risk should have increased over this period second debt levels should have reacted accordingly third fewer high risk households should have been denied credit further contributing to the interest rate spread between the highest and lowest risk borrowers for people obtaining loans the premium paid per unit of risk did indeed become significantly larger after the mid 1990s for example for a 0 01 increase in the probability of bankruptcy the corresponding interest rate increase tripled for first mortgages doubled for automobile loans and rose nearly six fold for second mortgages additionally changes in borrowing levels and debt access reflected these new pricing practices particularly for secured debt borrowing increased most for the low risk households who saw their relative borrowing costs fall furthermore while very high risk households gained expanded access to credit the increases in their risk premiums implied that their borrowing as a whole either rose less or sometimes fell

the response of exchange rates to permanent and transitory shocks under floating exchange rates abstract using the joint behavior of inflation and real exchange rates we develop an empirical model to uncover the sources of the fluctuations in the real dollar exchange rates of four major industrial countries under the current float this model allows us to construct two time series for each country pair one representing the permanent component of each real exchange rate and the other the purely transitory component over the period as a whole transitory shocks played a relatively small but statistically significant role real dollar exchange rates therefore did not simply evolve in response to permanent shocks instead there are instances in which temporary shocks made a substantial contribution we conclude that the random walk model though an approximate statistical description of real exchange rate behavior is a poor guide to model structure jel f31

unit roots and the real exchange rate before world war i the case of britain and the usa abstract unit root and cointegration tests indicate that the dollar pound real exchange rate was stationary during the us greenback and gold standard periods purchasing powwer parity ppp performed about equally well in the two periods and better than in recent years deviations from ppp were corrected by changes in british prices and us gold dollar prices greenback prices did not adjust the similarity of the adjustment parameters in the two periods suggests that expectations of a return to gold were embedded in the greenback price of gold

purchasing power parity and unit root tests using panel data abstract this paper reports the results of unit root tests for real exchange rates using a panel framework this panel approach provides greatly improved power compared to conventional univariate time series unit root tests we obtain evidence supporting ppp over the recent flexible exchange rate period for g 6 and oecd countries we show explicitly that failure to find such evidence in previous research was due to the low power of the tests

economic development and co2 emissions a nonparametric panel approach we examine the empirical relation between co2 emissions per capita and gdp per capita during the period 1960 1996 using a panel of 100 countries relying on the nonparametric poolability test of baltagi et al baltagi b h hidalgo j li q 1996 a nonparametric test for poolability using panel data journal of econometrics 75 345 367 we find evidence of structural stability of the relationship we then specify a nonparametric panel data model with country specific effects estimation results show that this relationship is upward sloping nonparametric specification tests do not reject monotonicity but do reject the polynomial functional form which leads to the environmental kuznets curve in several studies

purchasing power parity a quantitative reassessment of the 1920s experience abstract the purpose of this paper is to test the hypothesis of purchasing power parity the basic methodology is to start by estimating a general distributed lag equation relating the excchangr rate to its own past and to current and past relative price levels successively more restricted version are then proposed and tested against the general model two interesting facts come out of this one is that the proportionality restrictin is not supported by the data and the other is that all the models estimated by frenkel 1978 are rejected in favor of less restricted models

club convergence in carbon dioxide emissions we examine convergence in carbon dioxide emissions among 128 countries for the period 1960 2003 by means of a new methodology introduced by phillips and sul econometrica 75 6 1771 1855 2007a contrary to previous studies our approach allows us to examine for evidence of club convergence i e identify groups of countries that converge to different equilibria our results suggest convergence in per capita co2 emissions among all the countries under scrutiny in the early years of our sample however there seem to be two separate convergence clubs in the recent era that converge to different steady states interestingly we also find evidence of transitioning between the two convergence clubs suggesting either a slow convergence between the two clubs or a tendency for some countries to move from one convergence club to the other

real exchange rate behavior abstract using random simulations with artificial data with identical sample characteristics to the long sample exchange rate data employed by lothian and taylor lothian j r and taylor m p 1996 the recent float from the perspective of the past two centuries journal of political economy 104 488 509 we show that standard unit root tests have extremely low power over sample sizes corresponding to the recent float the probability of rejecting the null hypothesis when it is false is extremely low with 20 years or even 50 years of data and only reaches an acceptable level over much longer spans

does ppp hold in the transition economies the case of poland hungary this paper uses non stationarity and cointegration of time series to investigate the validity of long run purchasing power parity for poland and hungary for the period 1981 1 1993 2 long run ppp is examined vis a vis three countries the united states united kingdom and germany although the nominal exchange rates and relative price ratios between poland and hungary and each of the three countries are non stationaary they are not cointegrated indicating a rejection of the hypothesis this conclusion is supported by the real exchange rate which follows a random walk

voluntary threat approaches to reduce ambient water pollution this article considers the regulation of nonpoint source water pollution through the use of a voluntary threat approach which allows a polluter group to meet a standard voluntarily but imposes an ambient tax upon noncompliance in particular we develop an endogenous voluntary threat approach that can be parameterized to induce compliance as a unique subgame perfect nash equilibrium and eliminate zero abatement equilibria experimental evidence on the proposed approach as well as the exogenous approach of segerson and wu 2006 suggests that the severity of the threatened tax and the opportunity for communication are critical in determining policy outcomes

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

identifying reduced form relations with panel data the case of pollution and income abstract in this paper we propose a solution to the non robustness that plagues the estimation of inverted u shaped relationships using panel data such as the relation between pollution and income when dependent and independent variable like pollution and income are both time related separating the effect of the independent variable from time effects brings about a fundamental identification dilemma the imposition of restrictions on the controls might drive the shape of the relationship between the dependent pollution and independent income variables our solution consists of imposing the very weak constraint that arbitrary cross sectional units have the same relationship we apply our methodology to two widely studied cases namely so 2 and co 2 emissions interestingly our estimates are insensitive to the required subjective choices but also strongly differ from the literature so far we find consistent positive income effects for both cases and time effect estimates with a clear u shaped trend for so 2 emissions but only slightly so for co 2 emissions

real and nominal exchange rates in the long run an empirical investigation abstract this paper reports on econometric tests of the hypothesis that purchasing power parity holds as a long run relationship using data on eight industrialized countries during the flexible exchange rate period the empirical work proceeds by i testing whether nominal exchange rates and relative price levels are co integrated and ii conducting impulse response analysis of long run exchange rate and relative price level changes to explain the data keynesian models suggest that shocks during the estimation period were due principally to exogenous shifts in aggregate demand while equilibrium models suggest that monetary factors have been relatively more important

an international comparison of prices and exchange rates a new test of purchasing power parity abstract this paper introduces a new approach based on divisia index numbers to test ppp with both short run and long run data for all major currencies simultaneously the short run results indicate that the predictions of ppp do not hold up at all well on the other hand however the long run data are quite consistent with the ppp hypothesis the results also identify five years as a broad measure of the length of the long run insolar as ppp is concerned

a quantitative reassessment of the purchasing power parity hypothesis evidence from norway and the united kingdom summary annual data from norway and the united kingdom from 1874 to 1971 are used to reassess the empirical performance of the purchasing power parity ppp doctrine the simple version of the ppp relationship is supported by the data only if different short run dynamics during a floating rate period 1914 1928 is allowed for two sets of factors were found to be important in amending the simple ppp model these were short run cyclical variables affecting the adjustment towards the ppp equilibrium relationship and long run structural factors such as productivity and terms of trade within this expanded model the proportionality between the exchange rate and relative price levels could not be rejected

reexamining the empirical evidence for an environmental kuznets curve this paper uses an updated and revised panel data set on ambient air pollution in cities worldwide to examine the robustness of the evidence for the existence of an inverted u shaped relationship between national income and pollution we test the sensitivity of the pollution income relationship to functional forms to additional covariates and to changes in the nations cities and years sampled we find that the results are highly sensitive to these changes and conclude that there is little empirical support for an inverted u shaped relationship between several important air pollutants and national income in these data

exploring the environmental kuznets hypothesis theoretical and econometric problems focussing on the prime example of co2 emissions we discuss several important theoretical and econometric problems that arise when studying environmental kuznets curves ekcs an ekc refers to an inverse u shaped relationship between a pollutant and economic activity the dominant theoretical approach is given by integrated assessment modelling which consists of economic models that are combined with environmental impact models we critically evaluate the aggregation model dynamics and calibration aspects and their implications for the validity of the results we then turn to a discussion of several important econometric problems that go almost unnoticed in the literature the most fundamental problems relate to nonlinear transformations of nonstationary regressors and in a nonstationary panel context to neglected cross sectional dependence we discuss the implications of these two major and some minor problems that arise in the econometric analysis of kuznets curves our discussion shows that ekc modelling as performed to date is subject to major drawbacks at both the theoretical and the econometric level

non renewable and renewable energy consumption and co2 emissions in oecd countries a comparative analysis abstract this paper attempts to explore the determinants of co 2 emissions using the stirpat model and data from 1980 to 2011 for oecd countries the empirical results show that non renewable energy consumption increases co 2 emissions whereas renewable energy consumption decreases co 2 emissions further the results support the existence of an environmental kuznets curve between urbanisation and co 2 emissions implying that at higher levels of urbanisation the environmental impact decreases therefore the overall evidence suggests that policy makers should focus on urban planning as well as clean energy development to make substantial contributions to both reducing non renewable energy use and mitigating climate change

energy efficiency rebound effects and the environmental kuznets curve technological change is one factor used to justify the existence of an environmental kuznets curve and technological improvements have been argued to be a key factor in mitigating the impacts of economic growth on environmental quality in this paper we use a cge model of the scottish economy to consider the factors influencing the impacts of one form of technological change improvements in energy efficiency on absolute levels of co2 emissions on the carbon intensity of the economy co2 emissions relative to real gdp and the per capita ekc relationship these factors include the elasticity of substitution between energy and non energy inputs responses in the labour market and the structure of the economy our results demonstrate the key role played by the general equilibrium price elasticity of demand for energy and the relative influence of different factors on this parameter

post bretton woods deviations from purchasing power parity in g7 exchange rates an empirical exploration abstract exchange rates have deviated substantially and idiosyncratically from purchasing power parity ppp since the breakdown of bretton woods in this paper a model incorporating both traditional ppp and financial market variables is constructed and tested on the us dollar s six g7 exchange rates during the floating rate era empirical tests show that the model s common set of variables with consistent signs can explain the divergent behavior of g7 exchange rates during 1973 2 90 2 idiosyncracies are reflected in different subsets of the model s variables entering significantly into each exchange rate s regression the existence of stable relationships is demonstrated by the equations co integration

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 test for parameter homogeneity in co2panel ekc estimations this paper casts doubt on empirical results based on panel estimations of an inverted u relationship between per capita gdp and pollution using a new dataset for oecd countries on carbon dioxide emissions for the period 1960 1997 we find that the crucial assumption of homogeneity across countries is problematic decisively rejected are model specifications that feature even weaker homogeneity assumptions than are commonly used furthermore our results challenge the existence of an overall environmental kuznets curve for carbon dioxide emissions

swedish co2 emissions 1900 2010 an exploratory note abstract this paper projects swedish co 2 emissions during the period 2000 2010 based on data covering 1900 1999 swedish climate policy is currently based on the assumption that carbon emissions will increase ceteris paribus by 5 15 relative to the 1990 level this forecast has motivated a number of policy measures including carbon taxes subsidies and an information package we find however that co 2 emissions may well be lower in the future this outcome is broadly consistent with the literature on the environmental kuznets curve which portrays the relationship between emissions and gdp the key contribution of this paper is that our analysis is based on a long time series current literature is invariably based on short panel data sets while we study a single country through several phases of development our analysis also sheds some light on the key importance played by nuclear power for carbon emission projections

purchasing power parity and cointegration the greek evidence from the 1920s abstract this paper presents empirical evidence which supports the purchasing power parity ppp hypothesis for three bilateral exchange rates involving the greek drachma during the 1920s using the technique of cointegration of economic time series the results are obtained for a period of high money supply growth and a high and variable rate of inflation which gave rise to large differentials in price movements between greece and the other countries the speed at which long run ppp was reached following a shock was 50 per cent per month confirming the results of other studies of ppp over the 1920s and explaining the supportive evidence for long run ppp even though data over a short period were used jel f31

policy convergence the exchange rate mechanism and the misalignment of exchange rates some tests of purchasing power parity and generalized purchasing power parity the paper focuses on the convergence issues and the long run credibility of the european monetary system ems and more specifically on the evaluation of the effectiveness of the exchange rate mechanism erm in generating a stabilizing effect on real exchange rates across member countries for this purpose we execute some tests of long run purchasing power parity ppp for an erm group and a non erm group of countries using both the engle and granger procedure and the more powerful johansen cointegration technique we also execute a test of generalized ppp exploiting an idea developed by enders and hurn testing for ppp in a multicountry setting may be a useful methodology to identify the optimal currency area suggested by the data generation process on the basis of the reported homogeneity of real exchange rate behaviour of the countries considered

decoupling analysis and environmental kuznets curve modelling of provincial level co2 emissions and economic growth in china a case study abstract guangdong is one of the most representative provinces of china in terms of reflecting how the provincial level co2 emissions dynamically evolve with economic development during the process of industrialisation and urbanisation the present study combines decoupling analysis with environmental kuznets curve ekc modelling to systematically explore the interactions between co2 emissions and economic growth in guangdong from the short to long terms aiming to provide the referential significance of low carbon development to other chinese provinces empirical results indicate that co2 economy interactions in guangdong dynamically changed with time performing an effect of expansive weak decoupling during 1995 2014 and having a potential to achieve a strong decoupling in the long run the decoupling states of various sectors and their contributions to the provincial overall decoupling differed greatly and varied by time and household and service sectors played increasingly important roles overall the decoupling effect of provincial co2 emissions is distinctly affected by the stage of industrialisation and urbanisation renewable energy utilisation as well as low carbon technical progress therefore promoting co2 economy decoupling at the provincial level should be specific to the feature and development reality of various provinces

do real exchange rates follow a nonlinear mean reverting process in developing countries in an effort to fight relatively high inflation many developing countries try to manage their nominal exchange rates through official intervention in addition developing countries tend to have high transportation costs tariffs and nontariff barriers these factors are among the sources of generating nonlinearity in real exchange rates and hence some nonlinear adjustment toward purchasing power parity ppp in developing countries in this paper we employ monthly real effective exchange rate reer data of 88 developing countries and test the null of nonstationarity versus an alternative of linear stationarity by the means of a conventional unit root test and compare the results with those obtained from a new test in which the null is the same but the alternative hypothesis is nonlinear stationarity the latter test supports the ppp theory in more developing countries compared with the former test suggesting that nonlinear adjustment toward ppp in developing countries is an important phenomenon reported country characterizations indicate that reversion in reer occurs more often for high inflation countries and for countries with high flexibility in their exchange rates

long run purchasing power parity in the 1920s abstract this paper presents an empirical analysis of long run purchasing power parity ppp during the 1920s float using recently developed methodology on the cointegration of economic time series our results are generally supportive of ppp as a long run equilibrium condition on which exchange rates tended to converge over the period for dollar sterling however there is some evidence of a non stationary drift away from fundamentals during the last year or so before britain s return to the gold standard perhaps due to speculation our results also appear to reconcile some apparently conflicting evidence in the literature

granting and managing loans for micro entrepreneurs new developments and practical experiences abstract we present a methodology to grant and follow up credits for micro entrepreneurs this segment of grantees is very relevant for many economies especially in developing countries but shows a behavior different to that of classical consumers where established credit scoring systems exist parts of our methodology follow a proven procedure we have applied successfully in several credit scoring projects other parts such as cut off point construction and model follow up however had to be developed and constitute original contributions of the present paper the results from two credit scoring projects we developed in chile one for a private bank and one for a governmental credit granting institution provide interesting insights into micro entrepreneurs repayment behavior which could also be interesting for the respective segment in countries with similar characteristics

social capital and co2 emission output relations a panel analysis the present paper examines the mitigating effect of social capital on the environmental kuznets curve ekc for co2 emissions using a panel data of 69 developed and developing countries adopting generalised method of moments gmm estimators the paper finds evidence substantiating the presence of ekc moreover the evidence suggests that the pollution costs of economic development tend to be lower in countries with higher social capital reservoir surprisingly there is also evidence to indicate that the income threshold point beyond which co2 emissions decline is higher in countries with higher social capital these results are robust to addition of alternative controlled variables in the ekc specification thus in addition to policy focus on investments in environmentally friendly technology and on the use of renewable energy investments in social capital can also mitigate the pollution effects of economic progress

the dynamic impact of renewable energy consumption on co2 emissions a revisited environmental kuznets curve approach this paper considers a revisited environmental kuznets curve ekc hypothesis with potential impact of renewable energy consumption on environmental quality to this end paper aims at investigating the validity of the ekc hypothesis employing the dependent variable of co2 emissions and regressors of gdp quadratic gdp and renewable energy consumption this paper hence analyzes this revisited ekc hypothesis to observe if i there exists an inverted u shaped relationship between environmental quality in terms of co2 emissions per capita income and per capita income squared and ii there exists a negative causality from renewables to co2 emissions within ekc model paper employs a panel data set of 17 oecd countries over the period 1977 2010 and launches panel fmols and panel dols estimations the findings support the ekc hypothesis for the panel and indicate that gdp per capita and gdp per capita squared have the impacts on co2 emissions positively and negatively respectively and that renewable energy consumption yields negative impact on co2 emissions another remark of this paper is that the validity of ekc does not depend on income level of individual countries of panel in which ekc hypothesis holds eventually paper argues that if countries carry out i policies i e for fair and easy access to the electricity from renewable sources and ii policies to increase renewables supply through i e improved renewable energy technologies they will be able to contribute to combating global warming problem as they increase their gdp s

estimating country specific environmental kuznets curves from panel data a bayesian shrinkage approach designing an efficient global climate policy turns out to be a difficult yet crucial task since there are noteworthy cross country differences in energy and carbon intensities in this article the environmental kuznets curve ekc hypothesis is tested for carbon dioxide co2 emissions and as a modelling technique the iterative bayesian shrinkage procedure is employed to handle the cross country differences the results suggest that first the ekc hypothesis is rejected for 47 out of the 51 countries considered when the heterogeneity in countries energy efficiencies and cross country differences in the co2 emissions trajectories are accounted for second a classification of the results with respect to the development levels of the countries concerned reveals that the emergence of an overall inverted u shaped curve is due to the fact that in high income countries increase in gross domestic product gdp decreases emissions while in low income countries emissions and gdp are positively correlated

corruption and the environmental kuznets curve empirical evidence for sulfur abstract we investigate how corruption influences the income level at the turning point of the relationship between sulfur emissions and income using a wide cross national panel of countries at different levels of development and with different degrees of corruption our results support the environmental kuznets curve hypothesis for sulfur we find evidence that the higher the country s degree of corruption the higher the per capita income at the turning point suggesting different income pollution paths across countries due to corruption we build upon a new specification for the ekc developed by bradford et al 2005 that avoids using nonlinear transformations of potentially nonstationary regressors in panel estimation also we account for the indirect impact of corruption on emissions through its impact on per capita income our main findings remain unchanged when we investigate additional heterogeneity allowing for different income slopes across richer and poorer countries

cointegration tests of purchasing power parity the case of swiss exchange rates abstract this paper tests purchasing power parity ppp as a long run equilibrium condition by examining the long run relationshiop between exchange rates and wholesale price indices using cointegration tests this paper avoids some of the problems of previous cointegration tests of ppp by using more precise data pretests and by not imposing a priori restrictions upon the cointegrating vector of the nine combinations of swiss exchange rates and price indices examined cointegration is detected in seven cases thus supporting ppp as a long run equilibrium jel f31 c32

the environmental kuznets curve ekc theory part b critical issues according to the environmental kuznets curve ekc theory the process of economic growth is expected to limit the environmental degradation created in the early stages of development the first article of this study reviews the empirical studies examining various factors other than income that may lead to an ekc pattern the current article reviews in the first part the major critiques on the ekc speculation which relate to the following issues the normal distribution of world income the feedback from environmental degradation to economic growth the characteristics of the pollutant in question various econometric issues the evolution of consumption when income rises and the assumption about a common developmental pattern in all countries the second part discusses additional matters reported indirectly in the literature and or must be further examined there are doubts whether the gdp series captures the transition of production to the three productive sectors in empirical estimations and whether services are less polluting compared to industry activities finally the original kuznets theory which laid the groundwork for the ekc concept does not seem to solve income inequality problems

flexible exchange rates prices and the role of news lessons from the 1970s recent experience with flexible exchange rate systems has led to renewed interest in the operation of foreign exchange markets as reflected in many recent studies of the principal determinants of exchange rates the 1970s witnessed the dramatic alteration of the international monetary system from a regime of pegged exchange rates which prevailed for about a quarter of a century since the bretton woods conference into a regime of flexible though managed rates as a consequence of the emergence of the new legal and economic system traders national governments and international organisations were confronted with new economic problems choices and instruments during the 1970s ex change rates fluctuated widely and inflation rates accelerated the international monetary system had to accommodate extraordinarily large oil related shocks which affected trade flows in goods and assets huge oil payments had to be recycled uncertainties concerning future developments in international politics reached new heights and the prospects for the world economy got gloomier these developments placed unprecedented pressures on the markets for foreign exchange as well as on other asset markets they were associated with a large slide in the value of the us dollar and resulted in speeding up the creation of new institutions like the european monetary system which provided the formal framework for the management of exchange rates among members

co2 emissions and economic activity heterogeneity across countries and non stationary series this paper explores the relationship between co2 emissions and economic activity for 31 countries 28 oecd brazil china and india during the period 1950 to 2006 using cointegration analysis single country long run relationships are estimated and equality in the functional form the parameters and the turning point when appropriate are rejected this confirms the relevance of considering the differences among countries in the relationship between air pollution and economic activity to avoid wrong estimations and conclusions

a model of uk real effective exchange rate behaviour an integrated model of the uk real effective exchange rate is examined which links purchasing power parity with trade flow and asset market mechanisms furthermore time series and econometric analysis using quarterly data from 1972 to 1987 are applied the results obtained are broadly consistent with this model and imply that the uk real effective exchange rate index is constant in the long run

arima and cointegration tests of ppp under fixed and flexible exchange rate regimes real exchange rates between the united states and its major trading partners were calculated for the bretton woods and flexible exchange rate periods unit root tests indicate that purchasing power parity performed poorly in both periods tests for cointegration reveal limited instances in which it is possible to estimate the deviations from ppp as an error correcting model the estimated error correcting models indicate that foreign but not u s prices responded to deviations from ppp frenkel s 1981b finding that purchasing power parity ppp worked better during the 1920s than the 1970s caused considerable controversy for example davutyan and pippenger 1985 contend that the socalled collapse of ppp is a result of an increase in the relative importance of real versus monetary shocks they argue that the 1970s as opposed to the 1920s was characterized by real supply shocks and the international coordination of monetary policies the argument is that ppp did not fail rather there was an increase in the volatility of those factors giving rise to deviations from ppp hakkio 1984 reestimated ppp over the 1920s and 1970s using cross country tests i e sure estimates to improve the efficiency of his estimates he was able to support the hypothesis that ppp worked better in the 1970s than in the 1920s on the other hand papers by adler and lehman 1983 dornbusch 1980 frenkel 1981a junge 1985 and krugman 1978 report findings contrary to the ppp hypothesis moreover kenen and rodrik 1986 find that the volatility of real exchange rates has increased throughout the flexible rate period this paper tries to shed some light on the importance and persistence of the observed deviations from purchasing power parity under alternative exchange rate systems while it is interesting to compare ppp in the 1920s versus the 1970s it is equally useful to compare the 1960s versus the 1970s and 1980s if real supply shocks and lack of monetary coordination are characteristic of the latter period ppp should perform better in the 1960s to illustrate the issues involved consider the following econometric model of relative purchasing power

haircuts or hysteresis sources of movements in real exchange rates abstract we empirically assess the importance of two sources of real exchange rate movements in models where ppp holds only among traded goods real exchange rate variation results from relative price movements within countries an alternative explanation relies on hysteretic price setting and nominal exchange rate changes using disaggregated price data from 11 oecd nations we find some support for the non traded goods models for example prices of haircuts in canada and the united states are unrelated in the long run we find stronger evidence to support models that emphasize sticky prices transportation costs or other impediments to frictionless trade

ambient based pollution mechanisms a comparison of homogeneous and heterogeneous groups of emitters abstract over the last two decades ambient based tax mechanisms have been offered as a potential solution to the problem of nonpoint source water pollution previous theoretical analyses suggest that the performance of ambient based tax mechanisms does not depend on firm characteristics such as size whilst policy discussions advocate that such mechanisms are best suited for regulating relatively homogeneous firms using controlled laboratory experiments we provide empirical evidence that the distribution of firm sizes does have a significant impact on observed group decision making and further that heterogeneity has the potential to generate both some relatively desirable outcomes as well as some outcomes that are not attractive these results suggest that richer theoretical models that capture important strategic interactions and social preferences are needed to better describe laboratory behavior and by extension behavior in potential policy settings

does the real exchange rate follow a random walk the pacific basin perspective abstract in this paper we present evidence that dispels the view that ppp has broken down during the 1970s and 1980s evidence from unit root tests of the real exchange rate indicate that ppp held as a long run equilibrium condition for eight pacific basin countries over the period 1974 to 1987 in contrast we find the nominal exchange rates to be non stationary additional evidence however shows that strong trend components bind the nominal exchange rates of that set of countries together jel f31

energy content of world trade this paper constructs a comprehensive dataset of oil and total energy embedded in world trade of manufacturing goods for 73 countries from 1978 to 2000 applying the data to debates on the dependency on foreign energy sources makes clear that achieving complete energy independence in the foreseeable future is unlikely to be feasible and may not be desirable applying it to the discussion of environmental kuznets curves ekcs highlights an important distinction between production and consumption of energy richer countries use relatively less energy in their industrial production yet still consume relatively large amounts of energy indirectly a further investigation largely excludes structural shifts of production in and out of the manufacturing sector as an explanation for the downward sloping portion of the ekc country level analyses add caveats but show tentative support for the cross country conclusions

impatience pollution and indeterminacy abstract this paper examines an equilibrium growth model in which production activities generate environmental pollution that has a negative welfare effect and in which individual households subjective discount rate is a function of individual consumption which is internal to each household and of total pollution which is an external factor to the individual agents it is shown that there may exist multiple steady states and that the dynamic equilibrium may display indeterminacy depending on the properties of the discount rate function the pollution capital relationship in production technology and the pollution consumption relationship in instantaneous utility the long run effects of tighter environmental policy are subsequently examined and the results are also found to be dependent on the above factors

a panel project on purchasing power parity mean reversion within and between countries abstract previous time series studies have shown evidence of mean reversion in real exchange rates deviations from purchasing power parity ppp appear to have half lives of approximately four years however the long samples required for statistical significance are unavailable for most currencies and are potentially inappropriate because of regime changes in this study we re examine deviations from ppp using a panel of 150 countries and 45 annual post wwii observations our panel shows strong evidence of mean reversion that is similar to that from long time series ppp deviations are eroded at a rate of approximately 15 annually i e their half life is around four years such findings can be masked in time series data but are relatively easy to find in cross sections

purchasing power parity and real factors it is acknowledged that purchasing power parity ppp fails in empirical tests the position adopted is that real factors are an omitted variable from the ppp relationship and are the cause of divergences from ppp the real exchange rate as being determined by supply and demand shift factors as in stockman 1987 and neary 1988 is modelled we then empirically estimate a real exchange rate equation and use the fitted value as a generated regressor in tests of ppp it is demonstrated that when changes in the real exchange rate are incorporated into the ppp relationship ppp improves

threshold cointegration and nonlinear adjustment between co2 and income the environmental kuznets curve in spain 1857 2007 abstract article history received 9 march 2011received in revised form 24 february 2012accepted 2 march 2012available online 14 march 2012jel classi cation c2q4keywords environmental kuznets curveco 2 emissionsnonlinear relationshipthreshold cointegration inthispaper wemodelthe long run relationship between per capita co 2 and per capita income for the spanisheconomy over the period 1857 2007 according to the environmental kuznets curve eck the relationshipbetween the two variables has an inverted u shape however previous studies for the spanish economy onlyconsidered the existence of linear relationships such an approach may lack exibility to detect the trueshape of the relationship our empirical methodology accounts for a possible non linear relationship throughthe use of threshold cointegration techniques our results con rm the non linearity of the link between thetwo above mentioned variables pointing to the existence of an environmental kuznets curve for the spanishcase 2012 elsevier b v all rights reserved

nonlinearities and heterogeneity in environmental quality an empirical analysis of deforestation we use a panel data set of 59 developing countries over the 1972 1994 period to study the deforestation process relying on both parametric and semiparametric models we examine nonlinearities and heterogeneity in the deforestation process we first study the existence of an environmental kuznets curve ekc and then analyze determinants of deforestation our data sample provides no evidence of an ekc we also find that political institution failures may worsen the deforestation process in developing countries

should we worry about the failure of the hotelling rule abstract the continuing dependence of the global economy on fossil fuels is worrying because it imposes limits on growth due to the non renewable nature of these resources and also contributes to global climate change resource optimists believe that this is no reason to worry because the economy will always find a way to overcome these constraints their arguments however require that resource prices reflect the scarcity of non renewable resources which implies that they must obey the hotelling rule empirical analyses however show that the hotelling rule does not hold in reality which raises the question does the failure of the hotelling rule imply that social optimality is not achieved this paper argues that the answer depends on the reason for the failure if extraction and exploration costs or technological progress in these activities are the reasons for the failure a market failure is not implied and optimality may still be achieved but if the hotelling rule fails due to uncertain property rights or strategic interaction the market will surely fail to provide an optimal solution a market failure is likely to speed up resource consumption compared to the social optimum

cointegration and tests of purchasing power parity nonstationarity in the levels of spot exchange rates and domestic and foreign price indices makes the use of conventional tests of the absolute version of purchasing power parity ppp inappropriate if ppp is true inter country commodity arbitrage ensures that deviations from a linear combination of spot exchange rates and domestic and foreign price levels should be stationary under these conditions exchange rates and price levels should form a cointegrated system we find the null hypothesis of no cointegration cannot be rejected for all five countries thus violating the long run absolute version of ppp

real dollar exchange rate under the bretton woods and floating exchange rate regimes abstract the focus of the paper is on real exchange rates for the dollar over the period 1957 to 1985 most such exchange rates followed an almost steplike pattern showing relatively little movement in the late 1950s and 1960s falling abruptly and then remaining low in the 1970s and finally in the 1980s rising back to levels close to those that prevailed initially contrary to much recent commentary therefore the period that appears different is not the last five years but the decade that preceded them an important factor underlying this pattern of exchange rate movement according to results presented in the paper was the behavior of monetary policy and hence inflation in the united states what remains to be established is the precise mechanism linking money and real exchange rates and the relative strength of those links

growth and the environment are we looking at the right data abstract time series evidence on growth and the environment suggests an environmental kuznets curve ekc whereas longitudinal studies fail to produce robust estimates for the ekc this paper offers a theoretical explanation for these apparently contradicting findings and theoretical guidance for future empirical work

water use and economic growth reconsidering the environmental kuznets curve relationship abstract predictions of national and global water use have been criticized for being inaccurate and for not taking into consideration economic development of the little research that does address water use as a function of economic development results are inconsistent but much claims to find clear evidence of an environmental kuznets curves ekc or inverted u type relationship this research attempts to elucidate the relationship between income growth and freshwater use by a evaluating a variety of cross sectional and panel datasets on water withdrawals and consumptive use b employing both traditional least squares and non parametric regression analysis the latter of which offers the advantage of not assuming a given functional form c testing both per capita and total water use and d comparing water withdrawals to consumptive use the research finds some support for the existence of an ekc but results are highly dependent on choice of datasets and statistical technique results are also sector specific and ekc curves prove to be poor indicators of individual country behavior as such the study points to limitations of ekcs in terms of water use policy and planning

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

development and application of consumer credit scoring models using profit based classification measures abstract this paper presents a new approach for consumer credit scoring by tailoring a profit based classification performance measure to credit risk modeling this performance measure takes into account the expected profits and losses of credit granting and thereby better aligns the model developers objectives with those of the lending company it is based on the expected maximum profit emp measure and is used to find a trade off between the expected losses driven by the exposure of the loan and the loss given default and the operational income given by the loan additionally one of the major advantages of using the proposed measure is that it permits to calculate the optimal cutoff value which is necessary for model implementation to test the proposed approach we use a dataset of loans granted by a government institution and benchmarked the accuracy and monetary gain of using emp accuracy and the area under the roc curve as measures for selecting model parameters and for determining the respective cutoff values the results show that our proposed profit based classification measure outperforms the alternative approaches in terms of both accuracy and monetary value in the test set and that it facilitates model deployment

a panel data heterogeneous bayesian estimation of environmental kuznets curves for co2 emissions this article investigates the environmental kuznets curves ekc for co2 emissions in a panel of 109 countries during the period 1959 to 2001 the length of the series makes the application of a heterogeneous estimator suitable from an econometric point of view the results based on the hierarchical bayes estimator show that different ekc dynamics are associated with the different sub samples of countries considered on average more industrialized countries show evidence of ekc in quadratic specifications which nevertheless are probably evolving into an n shape based on their cubic specification nevertheless it is worth noting that the eu and not the umbrella group led by us has been driving currently observed ekc like shapes the latter is associated to monotonic income co2 dynamics the eu shows a clear ekc shape evidence for less developed countries consistently shows that co2 emissions rise positively with income though there are some signs of an ekc analyses of future performance neverthe

an empirical examination of long run purchasing power parity using cointegration techniques this paper presents an empirical analysis of long run purchasing power parity ppp for five major exchange rates using recently developed econometric techniques on the cointegration of economic time series our empirical results are extremely unfavourable to the ppp hypothesis as a long run equilibrium condition even with an allowance made for measurement error and or tranportation costs in particular we are unable to reject the hypothesis of non cointegration of the exchange rate and relative prices for any of the countries concerned far from finding a stable long run proportionality between exchange rates and relative prices our results therefore suggest that they tend to drift apart without bound

a nonparametric analysis of energy environmental kuznets curve in chinese provinces energy resources are an important material foundation for the survival and development of human society and the relationship between energy and economy is interactive and complementary this paper analyzes the energy consumption economic growth nexus in chinese provinces using novel and recent nonparametric time series as well as panel data empirical approaches the dataset covers 30 provinces over the period of 1980 2018 the empirical analysis indicates the presence of a nonlinear functional form and smooth structural changes in most of the provinces the nonparametric empirical analysis validates the presence of a nonlinear unit root problem in energy consumption and economic growth and nonlinear cointegration between the variables additionally the nonparametric panel cointegration test reports evidence of convergence in energy consumption and economic growth patterns across the provinces the nonparametric regression analysis finds economic growth to have a positive effect on average on energy consumption in all provinces except for beijing further the energy environmental kuznets curve exists between economic growth and energy consumption in 20 out of 30 chinese provinces the granger causality analysis reveals the presence of a mixed causal relationship between economic growth and energy consumption the empirical findings have important implications for chinese authorities in planning for improving energy efficiency decoupling between economic growth and energy consumption and reducing the environmental footprint of provinces