evidence of nonlinearity in daily stock returns this article applies a newly developed statistical technique to time series of daily rates of return of 15 common stocks the technique involves estimating the bispectrum of the observed time series the bispectrum is defined as the double fourier transform of the third order cumulant function if the process generating rates of return is linear with independent innovations then the skewness of the bispectrum will be constant the article describes a test that can detect nonconstant skewness in the bispectrum hence if the test rejects constant skewness a nonlinear process is implied as a consequence the test can distinguish between white noise and purely random noise the results suggest that daily stock returns are generated by a nonlinear process

answering the skeptics yes standard volatility models do provide accurate forecasts a voluminous literature has emerged for modeling the temporal dependencies in financial market volatility using arch and stochastic volatility models while most of these studies have documented highly significant in sample parameter estimates and pronounced intertemporal volatility persistence traditional ex post forecast evaluation criteria suggest that the models provide seemingly poor volatility forecasts contrary to this contention we show that volatility models produce strikingly accurate interdaily forecasts for the latent volatility factor that would be of interest in most financial applications new methods for improved ex post interdaily volatility measurements based on high frequency intradaily data are also discussed

separability functional form and regulatory policy in models of interfuel substitution abstract counter intuitive results such as positive own price elasticities have been found in some studies of interfuel substitution this paper examines three possible reasons for this problem first including energy materials in petroleum and coal aggregates is found to contribute to incorrect signs second the mathematical properties of the translog function contribute to concavity violations in contrast the linear logit model of cost shares is found to provide more sensible estimates of own price elasticities across alternative model specifications finally natural gas curtailment policies and environmental regulations are found to be significant factors influencing us industrial fuel demand although omission of these factors does not directly contribute to curvature violations

optimal taxation and cross price effects on labor supply estimates of the optimal gas tax abstract this study estimates parameters necessary to calculate the optimal second best gasoline tax most notably the cross price elasticity between gasoline and leisure prior theoretical work indicates the importance of this elasticity but despite this almost none of the prior studies of commodity taxation and none of the studies on second best environmental regulation actually estimate it using household data we find that gasoline is a relative complement to leisure and thus that the optimal gasoline tax is significantly higher than marginal damages the opposite of the result suggested by the bulk of the prior literature indeed even if there were no externalities at all associated with gasoline the optimal tax rate would still be almost equal to the average gas tax rate in the u s following this approach to estimate cross price elasticities with leisure could strongly influence estimates of optimal rates for other important commodity or pollution taxes

models of stock returns a comparison in this paper a discrete mixture of normal distributions is proposed to explain the observed significant kurtosis fat tails and significant positive skewness in the distribution of daily rates of returns for a sample of common stocks and indexes stationarity tests on the parameter estimates of this discrete mixture of normal distributions model revealed significant differences in the mean estimates that can explain the observed skewness and significant differences in the variance estimates that can explain the observed kurtosis an alternative explanation for the observed fat tails is the symmetric student model the result of a comparison between the models is that the discrete mixture of normal distributions model has substantially more descriptive validity than the student model for many years both financial economists and statisticians have been concerned with the description of stock market returns the form of the distribution of stock returns is a crucial assumption for mean variance portfolio theory theoretical models of capital asset prices and the prices of contingent claims for example understanding the behavior of the variance is essential to option pricing models empirical tests of asset pricing models and the efficient markets hypothesis draw statistical inferences that are also conditional on distributional assumptions the most convenient assumption for financial theory and empirical methods is that the distribution of security rates of return be multivariate normal with parameters that are stationary over time since the normal distribution is stable under addition any arbitrary portfolio of stocks will also be normally distributed with the additional assumption of risk aversion mean variance theory follows furthermore the assumptions of normality and parameter stationarity are required for most of the econometric techniques typically used in empirical research tests of the normality hypothesis on the daily returns of the dow jones industrial stocks by fama 121 revealed more kurtosis fatter tails than that predicted from a sample of independent and identically distributed normal variates fama concluded from this evidence that the distribution of price changes conforms better to the stable paretian distribution with characteristic exponent

the politics of liberalizing zambia s maize markets abstract this paper discusses the process of agricultural liberalization in zambia the central argument is that maize markets have been more quickly and fully liberalized than maize input markets because the perceived political risks of liberalizing input markets are greater than those of liberalizing maize markets and because economic interest groups benefited from maize liberalization while similar interests benefited from continued government interventions in input markets these finding imply that in order to understand the prospects for economic liberalization in new democracies we must disaggregate both civil society and markets

normal mixture diffusion with uncertain volatility modelling short and long term smile effects this paper introduces a parameterization of the normal mixture diffusion nmd local volatility model that captures only a short term smile effect and then extends the model so that it also captures a long term smile effect we focus on the binomial nmd parameterization so called because it is based on simple and intuitive assumptions that imply the mixing law for the normal mixture log price density is binomial with more than two possible states for volatility the general parameterization is related to the multinomial mixing law in this parsimonious class of complete market models option pricing and hedging is straightforward since model prices and deltas are simple weighted averages of black scholes prices and deltas but they only capture a short term smile effect where leptokurtosis in the log price density decreases with term in accordance with the stylised facts of econometric analysis on ex post returns of different frequencies and the central limit theorem however the last part of the paper shows that longer term smile effects that arise from uncertainty in the local volatility surface can be modeled by a natural extension of the binomial nmd parameterization results are illustrated by calibrating the model to several euro us dollar currency option smile surfaces

the statistical properties of daily foreign exchange rates 1974 1983 abstract this paper examines the statistical properties of daily rates of change of five foreign currencies from 1974 to 1983 the main purpose is to discriminate between two competing explanations for the observed heavy tails of the distribution that the data are independently drawn from a heavy tail distribution which remains fixed over time and that the data come from distributions which vary over time evidence point to the rejection of the first hypothesis further investigations show that the rejection can be attributed to changing means and variances in the data which can be described by a simple statistical model

var methods for the dynamic impawn rate of steel in inventory financing under autocorrelative return abstract this paper proposes the way of setting the dynamic impawn rate by dividing the impawn periods into different risk windows in an efficient financial market the return is hypothetically independent while in a pledged inventory market where spot transactions predominate the return is auto correlative therefore the key to setting the impawn rate is to predict the long term risk in this experiment using the database of spot steel we established a model with the formula ar 1 garch 1 1 ged forecasting the var of steel during the different risk windows in the impawn period through a method of out of sample and got the impawn rate according with the risk exposure of banks the results of our experiment indicated that the introduction of coefficient k into the model can significantly improve bank risk coverage and reduce its efficiency loss besides the impawn rate obtained by the model correlates positively with the lowest price in the future risk windows

elasticities of demand for gasoline in canada and the united states abstract fluctuations in the world price of oil the concern with greenhouse gas emissions and the efforts to revive the 1997 kyoto protocol have resulted in renewed interest in the estimation of elasticities of demand for gasoline in this paper a complete system of demand equations is estimated including an equation for the demand for gasoline canadian family expenditure famex and united states consumer expenditure cex survey data are used household level data permits estimation of elasticities for various household groups also differences in demand responsiveness to own price and income changes are estimated for different regions in canada and the united states demand is found to be own price and income inelastic on the whole as reported in earlier studies there is also variation in these elasticities across regions of canada and the united states however larger differences are observed with respect to household size and housing tenure than to region of residence

a class of nonlinear arch models a class of nonlinear arch models is suggested the proposed class encompasses several functional forms for arch which have been put forth in the literature a lagrange multiplier test is developed to test engle s arch specification against the wider class of models this test provides an easily computed diagnostic check of the adequacy of an arch model after it has been estimated the theory is applied to a number of weekly exchange rate series and we find strong evidence of nonlinear arch

the political economy of stabilization commitment capacity and public response abstract political pressures are generally recognized as important in determining success or failure of economic stabilization and adjustment programs but there has been little comparative analysis of the politics of stabilization this study examines the factors affecting i political leaders commitment to stabilization measures often called political will ii governmental ability to implement stabilization measures and iii the responses of key interest groups and the public at large to those measures the study also discusses political implications of the design of programs and the attempted speed of stabilization and sketches the tactics available to governments to manage political risk including partial compensation persuasion diversion or obfuscation and containment of protest the discussion is based on case studies of stabilization efforts in five fairly poor small highly trade dependent countries ghana in the late 1960s and early 1970s and zambia kenya sri lanka and jamaica in the late 1970s and early 1980s a subsidiary theme within the broader discussion is the ways in which the political economy of stabilization may differ in such countries as compared to larger semi industrialized economies

the statistical distribution of exchange rates empirical evidence and economic implications the abundant evidence that changes in exchange rates have distributions with fatter tails than the normal distribution has led researchers to consider non normal distributions including the student the stable paretian and mixtures of distributions this paper compares the empirical fits of three non normal candidates and the normal distribution for daily changes in the logarithms of exchange rates using maximum likelihood estimation of the parameters and chi square goodness of fit tests the student and mixture of two normals provide the best fits but there is evidence that the distribution parameters may vary over time

sensitivity of the bank stock returns distribution to changes in the level and volatility of interest rate a garch m model abstract the objective of this paper is to employ the generalized autoregressive conditionally heteroskedastic in the mean garch m methodology to investigate the effect of interest rate and its volatility on the bank stock return generation process this framework discards the restrictive assumptions of linearity independence and constant conditional variance in modeling bank stock returns the model presented here allows for shifts in the volatility equation in response to the changes in monetary policy regime in 1979 and 1982 to be estimated arch garch and volatility feed back effects are found to be significant interest rate and interest rate volatility are found to directly impact the first and the second moments of the bank stock returns distribution respectively the latter also affects the risk premia indirectly the degree of persistence in shocks is substantial for all the three bank portfolios and sensitive to the nature of the bank portfolio and the prevailing monetary policy regime

do macro economic news announcements affect the volatility of foreign exchange rates some evidence from australia this paper investigates the role of australian macro economic announcement news on five major australian dollar aud exchange rates specifically the daily changes of the exchange rates are modelled to ascertain the existence and the nature of the news effects in the conditional mean and variance of the changes it is found that a higher than expected current account deficit and unemployment rate announcements depreciated the aud and an unexpectedly higher gdp growth announcement appreciated it current account deficit cpi and unemployment news announcements significantly raised the conditional volatility of the changes of the aud on the days of their announcements except for the bp aud for the cpi news and there is some evidence of retail sales news reducing it in general the evidence is consistent with a view that a release of new information creates uncertainty in the markets due to a lack of consensus on the effects of the particular news announcement and the necessary course of action in add

gasoline demand revisited an international meta analysis of elasticities meta analysis is used to determine if there are factors that systematically affect price and income elasticity estimates in studies of gasoline demand four econometric models are estimated using long run and short run price and income elasticity estimates from previous studies as the dependent variables explanatory variables include functional form lag structure time span national setting estimation technique and other features of the model structure elasticity estimates are found to be sensitive to the inclusion or exclusion of some measure of vehicle ownership static models appear to overestimate short run elasticities underestimate long run price elasticities but pick up the full long run income responsiveness there is variation in the elasticity of demand across countries especially in the short run and gasoline demand appears to be getting more price elastic and less income elastic over time

oil and the macroeconomy since world war ii all but one of the u s recessions since world war ii have been preceded typically with a lag of around three fourths of a year by a dramatic increase in the price of crude petroleum this does not mean that oil shocks caused these recessions evidence is presented however that even over the period 1948 72 this correlation is statistically significant and nonspurious supporting the proposition that oil shocks were a contributing factor in at least some of the u s recessions prior to 1972 by extension energy price increases may account for much of post opec macroeconomic performance

risk behavior and rational expectations in the u s broiler market this study examines the empirical implications of extending the rational expectations hypothesis reh to include price uncertainty a general estimation framework that incorporates both the restrictions on structural parameters and the variance covariance terms is developed garch time series processes are used to generate time varying expectations of both the means and the variances of exogenous variables the empirical application is with a quarterly model of the u s broiler industry the results indicate that the rational expectation of price variance is an important determinant of broiler supply a formal test indicates that the restrictions implied by the reh cannot be rejected

modelling the impact of central bank intervention on exchange rate volatility under inflation targeting this article empirically investigates the effect of central bank s foreign exchange interventions on the level and volatility of the uganda shilling us dollar exchange rate ugx usd under an infla

estimates from a consumer demand system implications for the incidence of environmental taxes abstract most studies suggest that environmental taxes are regressive making them less attractive policy options we consider the distributional effects of a gasoline tax increase using four incidence measures and under three scenarios for gas tax revenue use to incorporate behavioral responses we use consumer expenditure survey data to estimate a consumer demand system that includes gasoline other goods and leisure our estimates confirm that when revenues are not recycled a gasoline tax is regressive use of incidence measures that ignore demand responses however will substantially overstate this regressivity in contrast the differences between the equivalent variation and easier to implement consumer surplus measures are relatively small in addition our results suggest that using the additional gas tax revenue to fund labor tax cuts makes the policy substantially less regressive while using the revenue to fund lump sum transfers actually makes it progressive

fertilizer market development a comparative analysis of ethiopia kenya and zambia abstract this article synthesizes case studies from kenya zambia and ethiopia to assess how differences in the implementation of fertilizer marketing policies have affected the costs and risks borne by marketing actors the investment response by private traders and fertilizer consumption financial cost accounting techniques indicate that domestic marketing costs account for 50 or more of farm gate prices the sum of importer wholesaler and retailer profit margins generally account for less than 10 there are opportunities to reduce domestic marketing costs through the following reducing port fees coordinating the timing of fertilizer clearance from the port with up country transport reducing transport costs through port rail and road improvements reducing high fuel taxes and reducing the uncertainty associated with government input distribution programs that impose additional marketing costs on traders estimated reductions in the farm gate price of fertilizer from implementing the full range of options identified in each country range from 11 to 18 price reductions of this magnitude if passed along to farmers would increase farmers effective demand for fertilizer investments in selected publically provided goods often considered outside the scope of fertilizer marketing policy per se strongly affect the costs of fertilizer farmers willingness to pay for it and hence the performance of markets

reducing petroleum consumption from transportation diesel fuels alone account for 60 percent of oil consumption the economic argument for seeking to reduce this level of consumption of petroleum based liquid ment for seeking to reduce this level of consumption of petroleum based liquid fuel begins with the externalities associated with high levels of u s consumption of fuel begins with the externalities associated with high levels of u s consumption of petroleum based fuels petroleum based fuels

application of flexible function forms in climate change research theoretical regularity and model selection abstract demand systems are widely applied to the energy and fuel demand research as result of growing concerns over climate change and global warming especially these issues in cities however in existing literature on consumer demand the authors too often ignore the theoretical regularity conditions or do not report the results of full regularity checks as a consequence the duality theory and second order conditions for optimizing behavior are invalid in face of the real world problem and the conclusions or suggestions proposed based on the empirical researches are thereby inappropriate and even misleading driven by the gap between theoretical models and practical problems we estimate the demand for road passenger transport in china which is considered to be one of the most important sources of air pollution in city using three flexible functional forms the rotterdam model the almost ideal demand system aids and the quadratic aids quaids we focus on all theoretical regularities positivity monotonicity curvature adding up homogeneity and symmetry and argue that unless there is a coincidence flexible functional forms are subject to certain theoretical regularities and that all these regularities are equally important both in theory and in practice empirical estimation shows that the aids model is the only model that is able to provide theoretically consistent estimation of the demand for road passenger transport in china our results also imply that the private transportation is elastic in price changes compared to urban public transportation and intercity public transportation we bridge the gap between theoretical modelling and empirical research on consumer energy fuel demand especially in the research about consumer demand for energy intensive products and services our study points out a crucially important fact that the researchers and policy makers must pay attention to the regularities of the theoretical modelling in the practical applications

macro determinants of volatility and volatility spillover in energy markets abstract we analyze the time varying volatility and spillover effects in crude oil heating oil and natural gas futures markets by incorporating changes in important macroeconomic variables and major political and weather related events into the conditional variance equations we allow asymmetric responses to random disturbances in each market as well as to good and bad economic news related to the overall economy results show the presence of asymmetric effects in both random disturbances and macroeconomic variables a bidirectional volatility spillover effect is found between natural gas and crude oil and between the natural gas and heating oil markets crude oil volatility is found to increase following major political financial and natural events seasonality and day of the week effects are found in the crude oil and heating oil markets

forecasting realized volatility with linear and nonlinear univariate models in this paper we consider a nonlinear model based on neural networks as well as linear models to forecast the daily volatility of the s p 500 and ftse 100 futures as a proxy for daily volatility we consider a consistent and unbiased estimator of the integrated volatility that is computed from high frequency intraday returns we also consider a simple algorithm based on bagging bootstrap aggregation in order to specify the models analysed in this paper

a theoretical comparison between integrated and realized volatility in this paper we provide both qualitative and quantitative measures of the precision of measuring integrated volatility by realized volatility for a fixed frequency of observation we start by characterizing for a general diffusion the difference between realized and integrated volatility for a given frequency of observation then we compute the mean and variance of this noise and the correlation between the noise and the integrated volatility in the eigenfunction stochastic volatility model of meddahi 2001a this model has as special cases log normal affine and garch diffusion models using previous empirical results we show that the noise is substantial compared with the unconditional mean and variance of integrated volatility even if one employs five minute returns we also propose a simple approach to capture the information about integrated volatility contained in the returns through the leverage effect we show that in practice the leverage effect does not matter copyright 2002 john wiley sons ltd

economic reforms and cycles of state intervention abstract this paper views recent programs of state shrinking within a long term cyclical perspective it argues that the recent crisis of the state in latin america and eastern europe is a product of the excessive and distorted pattern of state growth during the expansionary phase of the cycle the current phase is one of necessary reform and privatization but there will be no final minimal state as theorized by the neoliberals on the contrary the cyclical pattern will produce a reorganized state ready to intervene and grow again the paper discusses both the economic and the political forces at work in these cycles invoking not only kondratieff but also hirschman unless the present generation of reformers learn to recognize the cyclical context within which they are operating and to accept that a strong reformed state is required for the resumption of growth and the consolidation of democracy they risk promoting measures which may eventually prove harmful both to market oriented reform and to political liberty

the demand for gasoline evidence from household survey data summary in this paper we investigate the demand for gasoline in canada using recent annual expenditure data from the canadian survey of household spending over a 13 year period from 1997 to 2009 on three expenditure categories in the transportation sector gasoline local transportation and intercity transportation in doing so we use three of the most widely used locally flexible functional forms the almost ideal demand system aids of deaton and muellbauer 1980 the quadratic aids quaids of banks et al 1997 an extension of the simple aids model that can generate quadratic engel curves and the minflex laurent model of barnett 1983 which can also generate quadratic engel curves we pay explicit attention to economic regularity argue that unless regularity is attained by luck flexible functional forms should always be estimated subject to regularity as suggested by barnett 2002 and impose local curvature to produce inference consistent with neoclassical microeconomic theory our findings indicate that the curvature constrained minflex laurent model is the only model that is able to provide theoretically consistent estimates of the canadian demand for gasoline our estimates show that the own price elasticity for gasoline demand in canada is between 0 738 and 0 570 less elastic than previously reported in the literature copyright 2013 john wiley sons ltd

international evidence on aggregate short run and long run interfuel substitution in this paper we build on recent work by serletis et al 2010 in press and report short and long run estimates of aggregate interfuel substitution for a number of oecd and non oecd countries in doing so we use recent pooled intercountry data since 1980 and state of the art advances in microeconometrics including duality theory and flexible functional forms also motivated by the widespread practice in the empirical energy demand literature of ignoring theoretical regularity we estimate our model subject to global curvature but not monotonicity using methods developed by diewert and wales 1987 we provide inference and also a policy perspective using parameter estimates that are consistent with the theoretical regularity conditions of neoclassical microeconomic theory

asymmetric predictability of conditional variances we show that there is an asymmetry in the predictability of the volatilities of large versus small firms using both univariate and multivariate arma garch m parameterizations we find that volatility surprises to large market value firms are important to the future dynamics of their own returns as well as the returns of smaller firms conversely however shocks to smaller firms have no impact on the behavior of either the mean or the variance of the returns of larger capitalization companies article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

the cost of reducing gasoline consumption high nominal gas prices new awareness of threats to national security and growing concern about global warming have reignited discussion of ways to reduce gasoline consumption in the united states debate centers on changing two policies already in place the federal gas tax and corporate average fuel economy cafe standards two influential recent reports find that increasing the gas tax would attain a given reduction in gas consumption at lower cost than would tightening cafe standards national research council 2002 congressional budget office 2003 the gas tax has this advantage because it encourages not just increases in fuel efficiency but also reductions in miles driven in contrast cafe standards actually encourage more driving because increases in fuel efficiency reduce the cost of gas per mile driven we also compare the costs of the gas tax and cafe standard but take into account interactions with preexisting tax distortions many papers examine the effects of these tax interactions in other contexts but to our knowledge none of them considers the cafe standard see e g lars bovenberg and ruud de mooij 1994 ian parry 1995 lawrence goulder 1995 bovenberg and goulder 1996 parry et al 1999 don fullerton and gilbert metcalf 2001 these interactions reduce the cost of the gas tax but increase the cost of cafe thus expanding the cost advantage enjoyed by the gas tax this difference does not arise because the gas tax raises revenue while the cafe standard does not rather this result is similar to that in west and williams 2004a which showed that since gasoline and leisure are relative complements raising the gas tax will increase labor supply generating additional efficiency gains in this paper we estimate a consumer demand system using data from the consumer expenditure survey and the california air resources board and find that miles driven and leisure are relative complements thus the gas tax encourages labor supply by raising the cost per mile driven producing an additional efficiency gain conversely because cafe reduces the cost per mile it discourages labor supply and yields an additional efficiency loss while the induced changes in labor supply are tiny relative to the labor market they are still substantial relative to the gas market and thus have a dramatic effect on the relative costs of the two policies our point estimates imply that they reduce the social marginal cost of the gas tax starting from the status quo gas tax rate and ignoring the benefits of reduced gas consumption by almost 30 percent while increasing the marginal cost of cafe by nearly 60 percent this result implies that the case for raising the gas tax rather than tightening the cafe standard is far stronger than previous studies suggest indeed it strongly suggests that any tightening at all of the cafe standard would lower welfare unless the benefits of reduced gas consumption have been seriously underestimated

a bayesian sampling approach to measuring the price responsiveness of gasoline demand using a constrained partially linear model partial linear models provide an intuitively appealing way to examine gasoline demand because one can examine how response to price varies according to the price level and people s income however despite their intuitive appeal partial linear models have tended to produce implausible and or erratic price effects blundell et al 2012 propose a solution to this problem that involves using slutsky shape restrictions to improve the precision of the nonparametric estimate of the demand function they propose estimating a constrained partially linear model through three steps where the weights are optimized by minimizing an objective function under the slutsky constraint bandwidths are selected through least squares cross validation and linear coefficients are estimated using profile least squares a limitation of their three step estimation method is that bandwidths are selected based on pre estimated parameters we improve on the blundell et al 2012 solution in that we derive a posterior and develop a posterior simulation algorithm to simultaneously estimate the linear coefficients bandwidths in the kernel estimator and the weights imposed by the slutsky condition with our proposed sampling algorithm we estimate a constrained partially linear model of household gasoline demand employing household survey data for the united states for 1991 and 2001 and for canada for 2006 2009 and find plausible price effects

a conditional variance model for daily deviations of an exchange rate a model for the distribution of daily deviations of an exchange rate is suggested the distribution is gaussian with a variance that depends on previous deviations the model is applied to the exchange rate of the u s dollar to special drawing rights

normalized quadratic systems of consumer demand functions empirically estimated demand systems frequently fail to satisfy the appropriate theoretical curvature conditions we propose and estimate two demand systems for which these conditions can be imposed globally the first is derived from a normalized quadratic reciprocal indirect utility function and the second is derived from a normalized quadratic expenditure function the former is flexible if there are no restrictions on its free parameters but loses flexibility if the curvature conditions need to be imposed the latter is flexible in the class of functions satisfying local money metric scaling even if the curvature conditions need to be imposed

understanding the failure of imf reform the zambian case abstract political resistance to international monetary fund imf reform in developing countries has become a major obstacle to reform implementation the zambian case in which the roots of resistance to reform were present in a developmentalist model long before the arrival of the imf suggests that the current analysis of political will and resistance to interest group pressure needs to be strengthened by a more profound conceptualization of the political economic regime of countries attempting reform when examined in this larger political economic context the zambian case further makes clear the need for support for political as well as economic change during the reform process

equity market neutral hedge funds and the stock market an application of score driven copula models in this article we study the time varying market neutrality of equity market neutral hedge funds we use data from the hedge fund research equity market neutral index hfrx eh which represents

arch models properties estimation and testing abstract the aim of this survey paper is to provide an account of some of the important developments in the autoregressive conditional heteroskedasticity arch model since its inception in a seminal paper by engle 1982 this model takes account of many observed properties of asset prices and therefore various interpretations can be attributed to it we start with the basic arch models and discuss their different interpretations arch models have been generalized in different directions to accommodate more and more features of the real world we provide a comprehensive treatment of many of the extensions of the original arch model next we discuss estimation and testing for arch models and note that these models lead to some interesting and unique problems there have been numerous applications and we mention some of these as we present different models the paper includes a glossary of the acronyms for the models we describe

structural adjustment as a policy process the case of tanzania abstract analyses of structural adjustment in developing countries have increasingly come to emphasize the importance of grounding reforms in the political realities of the countries concerned while this approach is a step forward from the more economistic and prescriptive analyses that prevailed in the first part of the 1980s we believe that the dynamics of structural adjustment is only fully captured by an approach that treats the policy context as an explicit and independent variable on the basis of a case study of tanzania this article uses a policy process approach in which the notions of ambiguity and conflict in policy situations help us better understand the opportunities and constraints for action on structural adjustment issues

analysing gasoline demand elasticities a survey this paper is a survey of studies on gasoline demand although there are very many dxerent studies in this eld which sometimes appear to arrive at contradictory results we find that with proper stratification of studies by model and data type much of the contict turns to consensus in this survey we classtfy studies by data type and by ten d erent categories of model and with the exception of estimates on seasonal data which tend to be unstable and of certain inappropriate model formulations we find a fair degree of agreement concerning average short run and even long run income and price elasticities

household gasoline demand in the united states supported by the mit center for energy and environmental policy research the u s dept of energy and the national science foundation

revealed and stated preferences for co2 emissions reduction the missing link abstract in this paper we combine data collected from two strands of literature dealing with revealed preferences expressed by conventional vehicle drivers for fuel price variation and stated preferences expressed by consumers for alternative fuel vehicles we employ a meta analysis approach drawing data on 30 primary studies reflecting two important policy interventions which are fuel price taxation and subsidies for alternative fuel vehicles this is a new contribution in environmental and energy economics in that we rescale all primary information into a unique index which captures consumers economic attitude towards carbon dioxide co2 emission reduction in monetary terms focusing on the transport sector we compute the implicit price for the avoidance of a kilogram of co2 emissions named pco2 explaining the existing heterogeneity from several points of view the results of the meta analysis show that contextual and individual characteristics influence the implicit price for co2 emissions avoidance this implicit price is on average positive in the case of revealed preferences studies whereas it is negative in the stated preferences studies although there are some important geographical differences our results show that fuel taxes could be an important additional instrument for environmental policy

economic reform and political transition in africa the quest for a politics of development the 1980s were bracketed by crises in africa as protracted economic malaise was succeeded by a wave of political reform analysts have sought to understand the sources of economic decline as well as the political requisites for recovery in the region neoclassical and structuralist analyses have been challenged by state centric views of economic change the latter perspective emphasizes the need for capable developmental states as a basis for long term adjustment but a political theory of economic change is still lacking such a theory must address the institutional foundations of growth as well as the shifting basis of social coalitions in african regimes political liberalization suggests the possibility of a new setting for economic reform though the effects of political reform on institutions and coalitions remain ambiguous and democratization cannot be regarded as a panacea for the region s developmental failure future research must look more closely at the interests and structures in transitional regimes and scholars should adopt a more comparative vantage on africa s challenges of reform

the political economy of policies for smallholder agriculture summary as the experience of the 20th century has shown implementing policies that increase agricultural productivity among smallholders is a particularly promising strategy to achieve pro poor growth however history also reveals major political challenges to adopting this strategy the paper compares the experience of asian countries that were able to launch a smallholder based green revolution with the experience of african countries that are still struggling with this goal it then reviews the political economy literature to identify the factors that account for these divergent experiences finally the paper develops a conceptual framework to guide empirical research to close the knowledge gaps identified by the review

flexible estimation of demand systems a copula approach in this paper we study the own price elasticity for gasoline in demand systems involving three expenditure categories in the transportation sector in canada gasoline local transportation and intercity transportation for canadian households from 1997 to 2009 in particular we conduct a replication of chang and serletis the demand for gasoline evidence from household survey data journal of applied econometrics 2014 29 291 343 hereafter cs who using tsp version 5 1 estimated deaton and muellbauer s almost ideal demand system aids american economic review 1980 70 312 326 banks et al s quadratic aids review of economics and statistics 1997 79 527 539 and barnett s minflex laurent ml journal of business and economic statistics 1983 1 7 23 models to demand systems consisting of these three goods analyzing and enforcing theoretical economic regularity that is the compliance of estimates with positivity monotonicity and curvature using the r statistical language instead we found that our estimates are similar to those of cs using data for single member households and married couples without children but differ for households with one child all replicated estimation tables in cs as well as our full implementation are available as supplementary material in the online version of this paper however using a more flexible copula model a total of 168 possible specifications for each type of household and their resulting gasoline own price elasticities are also estimated we find that allowing for skewness in the marginal distributions of local transportation budget shares greatly improves the bayesian information criterion bic of our models

democracy and the washington consensus abstract this paper argues that there is a substantial body of economic advice roughly summarized in the washington consensus that deserves to be endorsed across the political spectrum such endorsement would still leave a series of major economic issues most notably the tradeoff between efficiency and equity to be determined by the outcome of the political process it is argued that the left interpreted as those who give relatively more weight to equity will advance its cause by embracing the mainstream economics summarized by the consensus

false promise or false premise the experience of food and input market reform in eastern and southern africa abstract the literature on the effects of agricultural market reform in africa is sharply divided and inconsistent this article attempts to reconcile opposing viewpoints on the effects of food and input market policy reform in eastern and southern africa drawing from studies of ethiopia kenya malawi zambia and zimbabwe we argue that a major source of the controversy stems from assumptions that countries have actually moved to a liberalized market environment we find that many of the most fundamental elements of the reform programs either remain unimplemented were reversed within several years or were implemented in such a way as to negate private sector investment incentives a framework is developed for explaining why some countries have been able to liberalize their food and fertilizer markets while others have not these findings have implications for how donor assistance and policy oriented research can more constructively contribute to an improved policy environment

volatility persistence in crude oil markets financial market participants and policy makers can benefit from a better understanding of how shocks can affect volatility over time this study assesses the impact of structural changes and outliers on volatility persistence of three crude oil markets brent west texas intermediate wti and organization of petroleum exporting countries opec between january 2 1985 and june 17 2011 we identify outliers using a new semi parametric test based on conditional heteroscedasticity models these large shocks can be associated with particular event patterns such as the invasion of kuwait by iraq the operation desert storm the operation desert fox and the global financial crisis as well as opec announcements on production reduction or us announcements on crude inventories we show that outliers can bias i the estimates of the parameters of the equation governing volatility dynamics ii the regularity and non negativity conditions of garch type models garch igarch figarch and hygarch and iii the detection of structural breaks in volatility and thus the estimation of the persistence of the volatility therefore taking into account the outliers on the volatility modelling process may improve the understanding of volatility in crude oil markets

new indices of money supply and the flexible laurent demand system the article begins by surveying the existing results on the new divisia monetary aggregates charts display the differences in behavior between the divisia aggregates and the federal reserve s official simple sum monetary aggregates the article then compares system wide fit for the simple sum and divisia monetary aggregates when used as data in the joint estimation of a system of demand equations the demand system is derived from a new laurent expansion approximation to the reciprocal indirect utility function the laurent expansion provides a better behaved remainder term than that of the more commonly used taylor series the results favor the divisia aggregates

the effect of gasoline consumption tax on consumption and carbon emissions during a period of low oil prices abstract since june 2014 international crude oil prices have fallen sharply because of the new refined oil pricing mechanism china s domestic refined oil prices fell with the international oil prices during the period from november 28 2014 to january 12 2015 the china s domestic refined oil consumption tax had been increased for three times then the lowest price of refined oil was set to protect refined oil prices from further declining through financial means used to control the prices of refined oil can the goals of oil consumption reduction and harmful emissions mitigation be realised is it reasonable to use such a way adjusting refined oil consumption tax in this paper we construct an econometric model investigate the elasticity of china s gasoline demand and then make a further research on the effect of carbon dioxide co2 emission reduction we also study the rationality of the way adjusting the consumption tax we propose some policy suggestions based on the research in the context of the frequent fluctuations in international oil prices and the rising dependence on international crude oil in china according to our study compared with the developed countries e g the united states china s gasoline demand elasticity is not high however a certain extent tax adjustment can still guide consumers towards saving energy so as to achieve the purpose of controlling gasoline consumption and reducing co2 emissions the frequent tax adjustment reveals the irrationality of the refined oil pricing mechanism and the taxes policy china has entered the 13th five development term more reform measures should be proposed to build the crude oil market and improve the taxes policy

do input subsidy programs crowd in or crowd out commercial market development modeling fertilizer demand in a two channel marketing system many governments in developing countries distribute fertilizer at subsidized prices in an effort to stimulate small farmers agricultural productivity and food security prior fertilizer demand studies have largely failed to account for the effects of government programs on farmers commercial purchases using a double hurdle model and nationally representative rural household panel data in zambia we distinguish between these sources and measure the contemporaneous crowding in and crowding out effects of government input programs on commercial fertilizer sales where the private sector is relatively active and average wealth is higher areas seemingly more likely to be targeted by government programs results indicate that subsidies have substantially crowded out the private sector in some cases to the point that such programs could actually lower overall fertilizer use on the other hand in poorer areas where the private sector is relatively inactive subsidies help to generate demand and crowd in private sector retailers empirical studies explicitly modeling farmers fertilizer purchase behavior within a dual marketing framework can provide important insights for agricultural policy discussions in developing countries

demand for environmental quality an empirical analysis of consumer behavior in sweden in this paper we estimate the income elasticity of demand for recreational services and other traditional groups of goods in sweden and test for potential changes in such estimates over the twentieth century due to the difficulty of directly observing the demand for recreational services we employ an indirect methodology by using the demand for some outdoor goods as a proxy for the demand for recreational services in line with most prior research our results confirm the expectation that recreational services as a public good is a luxury good in sweden our results also show that the income elasticities for traditional goods are stable over time indicating that consumer preferences for expenditure on these specific commodities do not change over time

after the decision implementing policy reforms in developing countries abstract implicit in many reform proposals is a model of the policy process that is roughly linear a proposed reform gets on the agenda for government action a decision is made on the proposal and the new policy or institutional arangement is implemented either successfully or unsuccessfully this article presents an alternative interactive model of implementation that focuses on the conflict and reactions that are evoked by efforts to bring about changed policy or institutional contexts for development and the resources that policy makers and managers are likely to require to sustain a reform in the face of such reactions central to the analysis is the assertion that characteristics of the reform being implemented will largely determine the kind of conflict it engenders where such reaction is likely to become manifest and what resources are needed for sustainability the analysis suggests a framework for the strategic management of reform initiatives

the political economy of economic liberalization two of the major policy problems facing governments of developing countries in the 1 980s have been unsustainable external and internal disequilibria and implementation of politically feasible stabilization cum liberalization programs which become necessary to correct these imbalances this article discusses these crises and subsequent policy reform the analysis suggests that balance of payments and fiscal deficits are frequently the result of use of an incorrect accounting system in a fixed exchange rate economy and of public sector expansion beyond its economically feasible size that governments usually seek to liberalize their economies during a crisis to regain control when the growth of the transfer state has led to generalized tax resistance avoidance or evasion that reduction of the government role will be required to alleviate these crises that sharp departures from past policies rather than gradual reform may be politically necessary and that contrary to the current technocratic opinion on this matter the sequencing of a consistent and credible package of reforms which will most effectively reduce the costs of adjustment is initial liberalization of domestic capital markets simultaneous with cuts in the fiscal deficit followed by floating the exchange rate and then commodity market liberalization with the growing importance of internal monetary fund imf stabilization and world bank structural adjustment programs there has been concern about the proper sequencing of the standard stabilization cum liberalization measures contained in these packages in particular there is grave concern at the very mixed and in some cases disastrous effects of liberalization attempts on incomes and employment in the southern cone of latin america in the late 1970s and early 1 980s much of the existing discussion of the order of liberalization is conducted within the traditional technocratic framework which seeks to determine the welfare cost minimizing deployment of policies in the standard stabilization and 1 this assumes a benevolent and well informed government maximizing a social welfare function

exploitative briefcase businessmen parasites and other myths and legends assembly traders and the performance of maize markets in eastern and southern africa summary small scale assemblers are both the most vilified and least understood actors in food value chains in sub saharan africa drawing on data from kenya zambia malawi and mozambique this article explores how maize assemblers influence the market access conditions of small scale farmers assembly markets for maize are found to be highly competitive in terms of the number of traders operating and marketing margins farmers market access conditions in remote areas are particularly improved by the operation of assembly traders direct state operations in markets have sometimes unintentionally exacerbated market access conditions for farmers through their effects on rural assembly markets while smallholder farmers face important marketing challenges the brightest prospects for effectively addressing them require greater support for the development of competitive assembly markets rather than supplanting them

quadratic engel curves and consumer demand this paper presents a model of consumer demand that is consistent with the observed expenditure patterns of individual consumers in a long time series of expenditure surveys and is also able to provide a detailed welfare analysis of shifts in relative prices a nonparametric analysis of consumer expenditure patterns suggests that engel curves require quadratic terms in the logarithm of expenditure while popular models of demand such as the translog or the almost ideal demand systems do allow flexible price responses within a theoretically coherent structure they have expenditure share engel curves that are linear in the logarithm of total expenditure we derive the complete class of integrable quadratic logarithmic expenditure share systems a specification from this class is estimated on a large pooled data set of u k households models that fail to account for engel curvature are found ro generate important distortions in the patterns of welfare losses associated with a tax increase

bridging the gap between the distribution of realized ecu volatility and arch modelling of the euro the garch nig model summary this paper bridges the gap between traditional arch modelling and recent advances on realized volatilities based on a ten year sample of five minute returns for the ecu basket currencies versus the us dollar we find that the realized volatilities constructed from the summation of the high frequency intraday squared returns conditional on the lagged squared daily returns are approximately inverse gaussian ig distributed while the distribution of the daily returns standardized by their realized volatilities is approximately normal moreover the implied daily garch model with normal inverse gaussian nig errors estimated for the ecu returns results in very accurate out of sample predictions for the three years of actual daily euro us dollar exchange rates copyright 2002 john wiley sons ltd

demand for durable and nondurable goods environmental policy and consumer welfare if a tax on energy affects the demand for a nondurable good the stock of a durable good and the proportion of the energy consumption per unit of service of the durable good an integrated approach for investigating consumer demand for durables and nondurables is required the purpose of this paper is to employ the concept of a variable expenditure function with quasi fixed durable goods as arguments in order to derive a demand system for nondurable goods in prices of the nondurables in the stocks of durables and in variable expenditure from the envelope condition desired stocks of durables can be calculated and investment demand for durables can be determined for an application we choose a variable expenditure function based on the almost ideal demand specification and evaluate alternative environmental policy measures using the equivalent variation for comparing the welfare effects