multiple equilibria and deterrence in airline markets we use data from the us airline industry to estimate a model of entry deterrence we model the interaction among airlines as a repeated static game where we allow for a very general form of heterogeneity we consider a menu of three alternative games that describe the strategic interaction among airlines simultaneous and sequential move games and a sequential move game with deterrence investments following bernheim 1984 deterrence investments include all investment that raises barriers to entry and for which the incumbent must incur some investment costs we show that the profits that incumbents can make in the sequential game both with and without deterrence investments are larger than those that they can make if the game is played simultaneously thus we find that on average it is profitable for all firms to deter new entrants with the exception of united airlines remarkably united airlines was under bankruptcy protection during the period of analysis suggesting that its deterrence investments were not credible overall we find that the data is explained better by a model where firms make deterrence investments thus we cannot reject the hypothesis that incumbents deter entrants in the airline industry

conditional dependence structure between oil prices and exchange rates a copula garch approach abstract we study the conditional dependence structure between crude oil prices and u s dollar exchange rates using a copula garch approach various copula functions of the elliptical archimedean and quadratic families are used to model the underlying dependence structure in both bearish and bullish market phases over the 2000 2011 period we find evidence of significant and symmetric dependence for almost all the oil exchange rate pairs considered the rise in the price of oil is found to be associated with the depreciation of the dollar moreover we show that student t copulas best capture the extreme dependence and that taking the extreme comovement into account leads to improve the accuracy of var forecasts our main results remain unchanged when considering alternative garch type specifications and the crisis period but are sensitive to the use of raw returns

economic analysis of coal price electricity price adjustment in china based on the cge model in recent years coal price has risen rapidly which has also brought a sharp increase in the expenditures of thermal power plants in china meantime the power production price and power retail price have not been adjusted accordingly and a large number of thermal power plants have incurred losses the power industry is a key industry in the national economy as such a thorough analysis and evaluation of the economic influence of the electricity price should be conducted before electricity price adjustment is carried out this paper analyses the influence of coal price adjustment on the electric power industry and the influence of electricity price adjustment on the macroeconomy in china based on computable general equilibrium models the conclusions are as follows 1 a coal price increase causes a rise in the cost of the electric power industry but the influence gradually descends with increase in coal price and 2 an electricity price increase has an adverse influence on the total output gross domestic product gdp and the consumer price index cpi electricity price increases have a contractionary effect on economic development and consequently electricity price policy making must consequently consider all factors to minimize their adverse influence

macroeconomic impacts of oil price shocks in asian economies abstract this paper analyzes the macroeconomic impact of structural oil shocks in four of the top oil consuming asian economies using a var model we identify three different structural oil shocks via sign restrictions an oil supply shock an oil demand shock driven by global economic activity and an oil specific demand shock the main results suggest that economic activity and prices respond very differently to oil price shocks depending on their types in particular an oil supply shock has a limited impact while a demand shock driven by global economic activity has a significant positive effect in all four asian countries examined our finding also includes that policy tools such as interest rates and exchange rates help mitigating the effects of supply shocks in japan and korea however they can be more actively used in response to demands shocks

how do daily changes in oil prices affect us monthly industrial output detecting asymmetry has become increasingly difficult using single frequency data this paper goes beyond the prevailing use of aggregate averaged data in order to provide a more in depth treatment of the dynamic effects of the price of crude oil on industrial output growth to do so we propose an asymmetric mixed data sampling amidas model to examine if there is any concealed evidence of asymmetry arising from daily effects of the price of crude oil on monthly changes in industrial output in the united states us we find that this model is able to detect dynamic asymmetric impacts of a high frequency independent variable on a low frequency dependent variable more effectively than when the high frequency variable is aggregated up at the time interval of the low frequency variable we find that in comparison with the marginal lagged effects of a rise in the daily price of crude oil the effects of a fall in the daily price of crude oil are more sluggish as it takes longer for the effects of the oil price drop to die off over time this finding implies that a fall in the price of crude oil shifts the supply curve rightward less and at a much slower pace than an equivalent price rise shifts it to the left

entry its deterrence and its accommodation a study of the u s photographic film industry this work set in the new empirical industrial organization framework bresnahan 1987 examines firm level demand based and cost based explanations for entry and accommodation strategies in the u s photographic film industry i first estimate preentry and postentry market structures then using the estimated demand cost and market conduct parameters i show how entry by fuji photo or lack thereof by others is a function of two market structures i also show how market structure and conduct and changes in them over the pre and postentry periods are in turn functions of entry its deterrence and it accommodation

how do u s stock returns respond differently to oil price shocks pre crisis within the financial crisis and post crisis abstract we use a long time series of daily data for 682 firms over a period from january 1990 to december 2012 each firm includes 5 772 daily observations our sample involves a total of 3 936 504 observations to investigate how u s stock returns respond differently to oil price shocks prior to during and after a financial crisis we provide evidence that u s stock returns in turn respond positively to the changes in oil prices during and after such a crisis we use firm level data to find that positive and negative oil price shocks have asymmetric effects on stock returns during the crisis and after the crisis then we examine whether the effect of an oil price shock on stock returns varies across oil intensive industries within the crisis and post crisis our results indicate that stock returns in response to oil price shocks across industries are heterogeneous and the stock returns of some energy intensive manufacturing industries respond more positively to oil price shocks compared with less energy intensive manufacturing industries we use total assets total revenue and the number of employees as proxy variables to measure each firm s size and then examine whether oil price shocks affect stock returns differently across firm sizes we find that big firms are the most strongly and negatively influenced by an oil price shock prior to the crisis on the other hand our results indicate that an oil price shock in the post financial crisis period is positively amplified in the case of medium sized firms

a study of cartel stability the joint executive committee 1880 1886 this article employs weekly time series data on the joint executive committee railroad cartel from 1880 to 1886 to test empirically the proposition that observed prices reflected switches from collusive to noncooperative behavior an equilibrium model of dynamic oligopoly with asymmetric firms together with explicit functional form assumptions about costs and demand determines the estimating equations and stochastic structure of the econometric model the hypothesis that no switch took place so that price and quantity movements were solely attributable to exogenous shifts in the demand and cost functions is then tested against this alternative and rejected

time varying predictability in crude oil markets the case of gcc countries abstract this paper uses a time varying parameter model with generalized autoregressive conditional heteroscedasticity effects to examine the dynamic behavior of crude oil prices for the period february 7 1997 january 8 2010 using data from four countries of the gulf cooperation council we find evidence of short term predictability in oil price changes over time except for several short sub periods however the hypothesis of convergence towards weak form informational efficiency is rejected for all markets in addition we explore the possibility of structural breaks in the time paths of the estimated predictability indices and detect only one breakpoint for the oil markets in qatar and the united arab emirates our empirical results therefore call for new empirical research to further gauge the predictability characteristics and the determinants of oil price changes

entry in monopoly market this paper develops new empirical models of market concentration from game theoretic models of entry we construct our models from inequality conditions that describe entrants equilibrium strategies in simultaneous move and sequential move games and use them to study the effects of entry in isolated monopoly markets for new automobiles from estimates of the market size necessary to support one and two dealers we conclude that monopoly dealers do not block the entry of a second dealer we also find that entry does not cause price cost margins to fall by much

entry into regulated monopoly markets the development of a competitive fringe in the local telephone industry abstract incumbent firms operating in today s local telephone industry are beginning to face competition from new entrants using the dominant firm competitive fringe framework and a recently constructed panel data set of local telephone markets this paper provides an empirical analysis of the competitive transition underway in the u s local telephone industry of particular interest is the differential impact of economic regulation on the development of fringe competition in flocal telephone markets empirical results reveal that local telephone markets with price cap regulation have witnessed less net fringe entry and subsequently contain smaller competitive fringes during the time period studied these findings imply that the widespread adoption of price cap regulation by state public utility commissions has contributed to the slow development of local telephone competition to reconcile this surprising conclusion a political economy explanation that details how state regulators have benefited from

do oil price shocks matter evidence for some european countries this paper analyzes the oil price macroeconomy relationship by means of analyzing the impact of oil prices on inflation and industrial production indexes for many european countries using quarterly data for the period 1960 1999 first we test for cointegration allowing for structural breaks among the variables second and in order to account for the possible non linear relationships we use different transformation of oil price data the main results suggest that oil prices have permanent effects on inflation and short run but asymmetric effects on production growth rates furthermore significant differences are found among the responses of the countries to these shocks

models of energy use putty putty versus putty clay energy use is inelastic in time series data but elastic in international cross section data two models of energy use reproduce these elasticities a putty putty model with adjustment costs developed by pindyck and rotemberg 1983 and a putty clay model in the pindyck rotemberg model capital and energy are highly complementary in both the short run and the long run in the putty clay model capital and energy are complementary in the short run but substitutable in the long run we highlight the differences in the cross section implications of the models by considering the effect of an energy tax on output in both models in the putty putty model an energy tax that doubles the price of energy leads to a fall in output in the long run of 33 in contrast the same tax in the putty clay model leads to a fall in output of only 5 3

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

crude oil and the macroeconomy tests of some popular notions a note perhaps no other economic events in the post world war ii era have generated as much attention as the series of crude oil price shocks that have jolted the world economy since the opec boycott of 1973 a tremendous amount of space in the popular and professional literature has been devoted to analyzing the impacts of these shocks on the developed economies and the adjustments these shocks have induced one residual of this literature has been a general impression that since 1973 the functional relationship between crude oil prices and the developed macroeconomies has been dramatically and fundamentally altered yet to our knowledge no one has formally tested this impression recent evidence of hamilton 1983 suggests that crude oil prices had a strong impact on the u s business cycle well before 1973 further while textbook treatments of oil price shocks tend to highlight cost push inflationary effects the research of berndt and wood 1975 1979 and wilcox 1983 indicates the net complementarity between energy and capital in the u s economy is quite strong both before and after 1973 thus oil price shocks may have stronger real effects than generally believed in this paper we formally test three popular notions associated with the so called

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

cointegration in panel data with structural breaks and cross section dependence summary the power of standard panel cointegration statistics may be affected by misspecification errors if structural breaks in the parameters generating the process are not considered in addition the presence of cross section dependence among the panel units can distort the empirical size of the statistics we therefore design a testing procedure that allows for both structural breaks and cross section dependence when testing the null hypothesis of no cointegration the paper proposes test statistics that can be used when one or both features are present we illustrate our proposal by analysing the pass through of import prices on a sample of european countries copyright 2013 john wiley sons ltd

the balassa samuelson hypothesis in the developed and developing countries revisited abstract this paper aims at examining the balassa samuelson bs hypothesis in 20 developed and 20 developing countries respectively given the cross sectional dependence and structural breaks we develop a new panel cointegration technique which allows for multiple heterogeneous unknown breaks and non stationary factors the empirical results show that the bs hypothesis holds in the developed countries implying that higher productivity growth leads to a real appreciation but they are cointegrated up to a number of cross sectional unobserved stochastic trends as factors are non stationary however we find little evidence to support the bs hypothesis in the developing countries and a further research is needed for the reason

forecasting the conditional volatility of oil spot and futures prices with structural breaks and long memory models this paper extends previous studies by investigating the relevance of structural breaks and long memory in modeling and forecasting the conditional volatility of oil spot and futures prices using a variety of garch type models our results can be summarized as follows first we provide evidence of parameter instability in five out of nine garch based conditional volatility processes for energy prices second long memory is effectively present in all the series considered and a figarch model seems to better fit the data but the degree of volatility persistence diminishes significantly after adjusting for structural breaks finally the out of sample analysis shows that volatility models accommodating instability and long memory characteristics of the data provide the best volatility forecasts for most cases

the relationship between oil price shocks and china s macro economy an empirical analysis china postdoctoral science foundation 20090460751 ministry of education of the people s republic of china 09yjc790167 09yja820074 national social science funds 09zd050 08ajy031

volatility regimes asymmetric basis effects and forecasting performance an empirical investigation of the wti crude oil futures market abstract this study employs a flexible regime switching egarch model with student t distributed error terms to investigate whether volatility regimes and basis affect the behavior of crude oil futures returns including the conditional mean variance skewness kurtosis as well as the extent of heavy tailedness the study also examines whether volatility regimes and asymmetric basis effects can improve the forecasting accuracy the main merit of the empirical model is that the basis effect is allowed to be asymmetric and to vary across volatility regimes empirical results suggest that the conditional mean and variance respond to the basis asymmetrically and nonlinearly and that the responses of transition probabilities to the basis are symmetric furthermore the conditional higher moments are sensitive to the absolute value of basis and the heavy tailed characteristic can be greatly alleviated by taking into account the asymmetric basis effects and regime switches finally the regime switches and asymmetric basis effects play decisive roles in forecasting return volatility and tail distribution

oil shock and economic growth in japan a nonlinear approach abstract this paper investigates the relationship between oil price shock and economic growth on the basis of the nonlinear approach developed by hamilton hamilton j 2001 a parametric approach to flexible nonlinear inference econometrica 537 573 we use the approach also in hamilton hamilton j 2003 what is an oil shock journal of econometrics 363 398 of capturing this relationship in japan in a nonlinear model the idea is that negative oil price shocks price increase tend to have larger impact on growth than positive shocks do our empirical evidence confirmed the existence of nonlinearity between these two variables and a flexible nonlinear model is estimated additionally several other form of nonlinearity are estimated and tested

nonlinear relationship between the real exchange rate and economic fundamentals evidence from china and korea abstract this paper investigates the potential nonlinear relationship between the real exchange rates of two currencies chinese yuan and south korean won and economic fundamentals using quarterly data over the period 1980q1 2009q4 we employ the alternating conditional expectation algorithm to test for nonlinearity among the variables of interest the results show that there does exist a nonlinear cointegrating relationship between the real exchange rates and fundamentals for china and korea in contrast with the conventional linear relationship the elasticity of the real exchange rate with respect to fundamentals varies over time according to the nonlinear relationship

linking the gas and oil markets with the stock market investigating the u s relationship energy markets can represent a strategic advantage when they are supporting each other and specifically when energy segments are complementary enough to support economic development and growth in this light a high and strategic interest relies on the possible interactions between energy market segments as well as their impact on a given country s financial market the proposed research focuses on the interaction between the u s natural gas and u s crude oil markets on one side and their dependencies with the u s stock market on the other side after controlling for structural changes or breaks we characterize previous dependencies with the multivariate copula methodology first we assess the joint link prevailing between the natural gas and crude oil markets then we characterize the joint risk structure prevailing between previous energy markets and the u s stock market finally we assess the joint dependence structure between the natural gas crude oil and stock markets

oil shocks and their impact on energy related stocks in china abstract this paper contributes to the current literature by adopting time varying conditional correlation and asset pricing models to discover how the dynamics of international oil prices affect energy related stock returns in china after conditioning for structural instability the results show a much stronger relation following the 2008 financial crisis we argue that this reflects the fact that investors in the chinese stock market especially for energy related stocks are more sensitive to the shocks in international crude oil market

dynamic multiscale interactions between european carbon and electricity markets during 2005 2016 this study explores the dynamic multiscale interactions between carbon and electricity markets during phases i 2005 2007 ii 2008 2012 and ongoing iii 2013 2016 by introducing the bivariate empirical mode decomposition bemd linear and nonlinear granger causality tests firstly bemd is used to decompose the european carbon and electricity prices into several pairs of simple modes with different timescales secondly causality tests are performed at each pair of modes with a similar timescale significant but asymmetric causalities can be found that the bidirectional linear causality turns to a unidirectional one running from the electricity price to the carbon price from phase i to phase iii whereas the nonlinear interaction enhances from insignificance to significance during the three phases the causality at short timescale is consistent with that of the original data while the causalities at mid and long timescales are more diversified the findings obtained show that the effect of carbon market on the electricity market is weakening which indicates that it is needed to increase its efficiency by raising the carbon price moreover a dynamic adjusting mechanism of emission allowances will be called for as well as the guidance aimed at different timescales in the future

estimation of a model of entry in the airline industry this paper considers the effect of an airline s scale of operation at an airport on the profitability of routes flown out of that airport the empirical methodology uses the entry decisions of airlines as indicators of underlying profitability the results extend the empirical literature on airport presence by providing a new set of estimates of the determinants of city pair profitability these estimates imply that city pair profits increase in airport presence and decrease rapidly in the number of entering firms the literature on empirical models of oligopoly entry is also extended via a focus on the role of differences between firms

the impact of oil prices on gdp in european countries an empirical investigation based on asymmetric cointegration this paper investigates the existence of a long term relationship between oil prices and gdp in 12 european countries to account for the fact that economic activity responds asymmetrically to oil price shocks we propose an approach based on asymmetric cointegration our results show that while standard cointegration is rejected there is evidence for asymmetric cointegration between oil prices and gdp in the majority of the considered european countries

a multiscale analysis for carbon price drivers abstract this study proposes a multiscale analysis model to explore and identify the carbon price drivers at different timescales by introducing the latest multivariate empirical mode decomposition carbon price and its potential drivers are decomposed into several groups of simple modes with specific economic meanings the cointegration techniques error correction model and newey west estimator are combined to capture the carbon price drivers at similar timescales illustrated by the samples of the european union emissions trading system from 2009 to 2016 a few interesting results can be found that at the original data level among the three most important drivers of carbon price electricity price and stock index show positive impacts while coal price shows a negative impact at different timescales the effects of electricity and stock index appear comparatively earlier which drive carbon price from the short timescales and continue to strengthen however the impacts of coal oil and gas prices are lagging behind which respectively drive the carbon price at the medium and long timescales

structural analysis of manufacturer pricing in the presence of a strategic retailer consumer goods manufacturers usually sell their brands to consumers through common independent retailers theoretical research on such channel structures has analyzed the optimal behavior of channel members under alternative assumptions of manufacturer retailer interaction vertical strategic interaction research in empirical industrial organization has focused on analyzing the competitive interactions between manufacturers horizontal strategic interaction decision support systems have made various assumptions about retailer pricing rules e g constant markup category profit maximization the appropriateness of such assumptions about strategic behavior for any specific market however is an empirical question this paper therefore empirically infers 1 the vertical strategic interaction vsi between manufacturers and retailer 2 the horizontal strategic interaction hsi between manufacturers simultaneously with the vsi and 3 the pricing rule used by a retailer the approach is particularly appealing because it can be used with widely available scanner data where there is no information on wholesale prices researchers usually have no access to wholesale prices even manufacturers who have access to their own wholesale prices usually have limited information on competitors wholesale prices in the absence of wholesale prices we derive formulae for wholesale prices using game theoretic solution techniques under the specific assumptions of vertical and horizontal strategic interaction and retailer pricing rules we then embed the formulae for wholesale prices into the estimation equations while our empirical illustration is using scanner data without wholesale prices the model itself can be applied when wholesale prices are available early research on the inference of hsi among manufacturers in setting wholesale prices using scanner data e g kadiyali et al 1996 1999 made the simplifying assumption that retailers charge a constant margin this assumption enabled them to infer wholesale prices and analyze competitive interactions between manufacturers in this paper we show that this model is econometrically identical to a model that measures retail price coordination across brands hence the inferred cooperation among manufacturers could be exaggerated by the coordinated pricing category management done by the retailer we find empirical support for this argument this highlights the need to properly model and infer vsi simultaneously to accurately estimate the hsi when using data at the retail level functional forms of demand have been evaluated in terms of the fit of the model to sales data but recent theoretical research on channels lee and staelin 1997 tyagi 1999 has shown that the functional form has serious implications for strategic behavior such as retail passthrough while the logit and linear model implies equilibrium passthrough of less than 100 lee and staelin call this vertical strategic substitute vss the multiplicative model implies optimal passthrough of greater than 100 vertical strategic complement vsc because passthrough rates on promotions have been found to be below or above 100 chevalier and curhan 1976 armstrong 1991 we empirically test the appropriateness of the logit vss and the multiplicative vsc functional form for the data we perform our analysis in the yogurt and peanut butter categories for the two biggest stores in a local market we found that the vss implications of the logit fit the data better than the multiplicative model we also find that for both categories the best fitting model is one in which 1 the retailer maximizes category profits 2 the vsi is manufacturer stackelberg and 3 manufacturer pricing hsi is tacitly collusive the fact that the retailer maximizes category profits is consistent with theoretical expectations the inference that the vsi is manufacturer stackelberg reflects the institutional reality of the timing of the game retailers set their retail prices after manufacturers set their wholesale prices note that in the stores and product categories that we analyze the two manufacturers own the dominant brands with combined market shares of about 82 in the yogurt market and 65 in the peanut butter market the result is also consistent with a balance of power argument in the literature the finding that manufacturer pricing is tacitly collusive is consistent with the argument that firms involved in long term competition in concentrated markets can achieve tacit collusion managers use decision support systems for promotion planning that routinely make assumptions about vsi hsi and the functional form the results from our analysis are of substantive import in judging the appropriateness of assumptions made in such decision support systems

what happened to the oil price macroeconomy relationship abstract strong evidence is found that oil prices no longer granger cause many u s macroeconomic indicator variables in data after 1973 a number of potential explanations are explored that sample stability issues are responsible that oil prices are now endogenous and that linear and symmetric specifications misrepresent the form of the oil price interaction none of these hypotheses are supported by the data the opec price increases do appear to have had significant impacts while the effects of the price declines of the 1980s are smaller and harder to characterize these results have potentially important implications for the large body of research which utilizes oil prices as an instrumental or explanatory variable

socio economic development and electricity access in developing economies a long run model averaging approach abstract access to electricity continues to be a popular subject in empirical studies however the choice of key factors related to electricity access in the literature to date has been ad hoc due to the lack of a theoretical framework this paper adopts a bayesian model averaging bma approach to selects important factors related to electricity access from 26 socioeconomic indicators using a sample of 48 developing countries and reveal their long term relationship with electricity access the bma approach allows us to identify the optimal empirical model when a theoretical foundation is not available moreover it allows us to address the relative importance of variables using posterior inclusion probabilities and thus has clear policy relevance our results show that access to finance education economic development infrastructure and industrialisation are positively related to electricity access in the long run although the long run relationship does not indicate causality it shows that to maintain this relationship policy adjustments against any deviations from the relationship are needed our study suggests that electrification needs not only economic educational and infrastructural development but also private sector participation governments commitment and political will and integration with poverty reduction and other development schemes

investigating dynamic multifirm market interactions in price and advertising diagnosing the nature and magnitu de of competitive interactions among firms is important for developing effective marketing strategies in this paper we formulate a game theoretic model of firm interaction to analyze the dynamic price and advertising competition among firms in a given p roduct market firm or brand level demand functions account for the contemporaneous and carry over effects of these marketing activities and also allow for the effects of competitor actions firms take into consideration the actions of their rivals as well as their own demand and cost functions both production and advertising when determining the profit maximizing price and advertising levels our formulation enables us to quantify not only the direction and magnitude of competitive reactions but also to identify the underlying form of market conduct that generates the particular pattern of interaction we specify and estimate a fully structural econometric model for three firms constituting a distinct sub market within a personal care product category we estimate the demand and competitive interaction parameters as well as the production and advertising cost functions for each firm we then derive implications for competitive interactions and market structure interestingly we find that while firms seem to compete on advertising they price cooperatively thereby enhancing their price cost margins

this is what happened to the oil price macroeconomy relationship abstract many of the quarterly oil price increases observed since 1985 are corrections to even bigger oil price decreases the previous quarter when one looks at the net increase in oil prices over the year recent data are consistent with the historical correlation between oil shocks and recessions

signalling and adaptive learning in an entry limit pricing game in an experimental investigation of milgrom and roberts 1992 model play consistently converges to a unique equilibrium providing evidence of sophisticated strategic behavior that the theory predicts play starts with monopolists at their myopic maxima followed by an attempt to pool and then if no pooling equilibrium exists separation suggesting myopia rather than a forward looking process when both pure strategy equilibria and separating equilibria exist equilibrium selection is a function of the past history of play an adaptive learning model characterizes the major features of the data and provides predictions of intermediate term behavior that is otherwise lacking in the theory

bounded rationality in pricing under state dependent demand do firms look ahead and if so how far the authors propose an empirical procedure to investigate the pricing behavior of manufacturers and retailers in the presence of state dependent demand rather than assuming that firms are perfectl

linear and nonlinear granger causality investigation between carbon market and crude oil market a multi scale approach abstract this paper investigates the causality between carbon market and crude oil market using a multi scale analysis approach in which two main steps are involved multi scale analysis and causality testing in multi scale analysis bivariate empirical mode decomposition bemd is employed to decompose the two series of market returns at different time scales in causality testing a linear and nonlinear integrated granger test is formulated to investigate the relationship among each pair of matched components on a similar time scale with the european union emission allowance eua futures and brent futures as study samples some interesting findings can be obtained 1 at the original data level without multi scale decomposition this study finds evidence supporting a neutrality hypothesis i e no granger causality between the carbon and crude oil markets 2 on small time scale within one week excluding non work days the two markets might be uncorrelated and driven by their own respective supply demand disequilibriums 3 for medium time scale above one week but below one year there is a strong bi directional linear and nonlinear spillover effect between the two markets due to certain extra factors with medium term effects e g significant events and policy changes 4 for long time scale the long term trends of the two markets appear an obvious linear relationship

the impact of opec on east asian oil import security a multidimensional analysis abstract east asian countries such as china japan and south korea are major importers in the international oil market therefore oil import security is critical to sustainable economic development in these countries this paper uses a modified two stage dea like model to investigate the impact of the organization of petroleum exporting countries opec on oil import security in the east asian region over time specifically three dimensional variables were introduced to the model the opec internal dimension the opec and asian country interaction dimension and the international external dimension the empirical results show a substantial difference between china and the other two countries in terms of these dimensions although the impact of opec on china s oil security has increased over time its impact on japan has declined political uncertainty in opec countries and oil price volatility are the major issues for china whereas cost is the key area of concern for japan south korea s concerns are less clear the results of this study lay an important foundation for discussing policy issues involved in regional cooperation integration and sustainable growth in the east asian region

advertising and limit pricing we enrich milgrom and roberts 1982 limit pricing model to allow an incumbent to signal his costs with both price and advertisements our fundamental result is that a cost reducing distortion occurs in that the incumbent behaves as if there were complete information but his costs were lower than they are preentry price is therefore distorted downward and demand enhancing advertising is distorted upward as a consequence of signalling if advertising is a purely dissipative signal it is not used nor therefore distorted recent refinements of the sequential equilibrium concept are featured

oil prices stock markets and portfolio investment evidence from sector analysis in europe over the last decade this article extends the understanding of oil stock market relationships over the last turbulent decade unlike previous empirical investigations which have largely focused on broad based market indices national and or regional indices we examine short term linkages in the aggregate as well as sector by sector levels in europe using different econometric techniques our main findings suggest that the reactions of stock returns to oil price changes differ greatly depending on the activity sector in the out of sample analysis we show that introducing oil asset into a diversified portfolio of stocks allows to significantly improve its risk return characteristics

the determination of the real exchange rate the productivity approach abstract this paper explains deviations of exchange rates from purchasing power parity with the differences between countries of the relative growth rates of labor productivity between traded and nontraded sectors two cases are considered germany and japan versus their respective major trading partners the results show that the time series methodology yields a more favorable confirmation of the productivity differential model than the cross section regressions in the literature

responses of international stock markets to oil price surges a regime switching perspective we propose an enhanced regime switching model to investigate the relationships between oil price surges and stock market cycles in five oil dependent countries our model accounts for the joint effects of the west texas intermediate wti and brent oil markets and simultaneously captures asymmetry volatility persistence and regime shifts contained in the underlying financial data we find that stock market returns strongly exhibit a regime switching behaviour but they react differently to the increases in the price of oil more precisely the conditional volatility of studied stock markets during the bear market phases is found to be less affected by oil price surges than during the bull market phases whether the effects of oil shocks are positive or negative depends greatly on the degree of reliance on imported oil the share of the cost of oil in the national income and the degree of improvement in energy efficiency of a given country finally the relatively opposite effects of the wti and brent oil

the harrod balassa samuelson hypothesis real exchange rates and their long run equilibrium the harrod balassa samuelson hypothesis frictionless perfectly competitive traded goods markets justify thinking of purchasing power parity ppp as the main driver of exchange rates in the long run but differences in the traded non traded sectors of economies tend to be persistent and affect movements in local price levels in ways that upset the ppp balance the underpinning of the harrod balassa samuelson hypothesis hbs this paper uses panel data techniques on a broad collection of countries to investigate the long run properties of the ppp hbs equilibrium using novel local projection methods for cointegrated systems these semi parametric methods isolate the long run behavior of the data from contaminating factors such as frictions not explicitly modelled and thought to have effects only in the short run absent the short run effects we find that the estimated speed of reversion to long run equilibrium is much higher in addition the hbs effects means that the real exchange rate is converging not to a steady mean but to a slowly to a moving target the common failure to properly model this effect also biases the estimated speed of reversion downwards thus the so called

dynamic co movement between oil and stock markets in oil importing and oil exporting countries two types of wavelet analysis abstract this study explores the dynamic co movement between oil and six stock markets china india japan saudi arabia russia and canada by using two types of wavelet analysis wavelet multi scale decomposition and wavelet coherence the main empirical results are as follows 1 maximal overlap discrete wavelet transform analysis shows that there are feedback relationships between the price movement of oil and stock markets in all six countries in the wavelet based decomposition at the d4 d5 and d6 scales 2 the pairs of oil and stock returns show high overall co movement at the 16 to 128 week scale based on continuous wavelet transform analysis the wavelet coherence and phase plots show that the pairs of oil and oil importing stock market returns have high co movement for the period between 2007 and 2012 especially during the global financial crisis of 2008 in addition the wavelet coherence and phase plots show that the pairs of oil and oil exporting stock market returns have high co movement from 2007 to 2017 3 oil price returns lead the stock returns of saudi arabia russia and canada from 2007 to 2017 at the 16 to 128 week scale the stock prices are more influenced by oil prices in oil exporting countries than in oil importing countries this evidence implies that the economic structure of oil exporting countries depends strongly on crude oil production 4 from the results of the wavelet based granger causality test there is a lead lag causality linkage in which the oil price leads stock market indices from 27 to 30 weeks 189 210 days the implications of these findings are discussed

exchange rate pass through for strategic pricing and advertising abstract this paper builds a model in the new empirical industrial organization framework bresnahan t 1989 industries and market power in schmalensee r willig r eds handbook of industrial organization north holland amsterdam to estimate exchange rate pass through in price and advertising price cost margins market structure and firm conduct are estimated endogenously allowing for precise estimation of the degree of and reasons for incomplete pass through i demonstrate that price and advertising pass through are functions of demand cost and market conduct in the short run in the long run the market conduct and cost technologies are in turn determined by the exchange rate movements 1997 elsevier science b v

economic impacts of higher oil and gas prices the role of international trade for germany the analysis concentrates on direct and indirect price increases induced shifts in international trade and structural changes in the oil importing economies the paper at hand asks whether a stabilizing effect via international trade and domestic structural change on the gdp of oil importing countries can be observed if a permanent oil price increase occurs at least for germany structural change from consumer goods to investment goods industry and an improvement of international competitiveness limit negative impacts of increased energy prices analysis is based on the extensive and disaggregated global ginfors model and the detailed inforge model for the german economy

energy price regulatory price distortion and economic growth a case study of china energy prices are often distorted by government control which is justified on the grounds that such control will help mitigate the negative impact of price volatility from oil imports and thus positively affect the domestic economy in this paper we show in a two sector growth model that regulatory price distortion can negatively affect the economy and then based on the model we empirically estimate the impact of the price distortion on output growth in china using monthly time series data from 2005m1 to 2012m12 in contrast to the usual argument for regulatory control to mitigate price volatility we find that regulatory price distortion negatively affects output growth in china during both the short and long term because it is robust to different measures of output and price distortion hence the argument that using price regulation to protect economic growth is undermined and subsequently this study lends its support to energy price deregulation a market oriented energy price regime may improve the resilience of the domestic economy to global oil price shocks

oil prices and economic activity an asymmetric cointegration approach the aim of this paper is to study the long term relationship between oil prices and economic activity proxied by gdp to account for asymmetries existing in the links between the two variables we propose an approach based on asymmetric cointegration our empirical analysis concerns the u s economy but also the g7 europe and euro area economies results indicate that while standard cointegration is rejected there is evidence for asymmetric cointegration between oil prices and gdp

the causal nexus between oil prices and equity market in the u s a regime switching model abstract the aim of this paper is to analyse the causal link between monthly oil futures price changes and a sub grouping of s p 500 stock index changes the causal linkage between oil and stock markets is modelled using a vector autoregressive model with time varying parameters so as to reflect changes in granger causality over time a markov switching vector autoregressive ms var model in which causal link between the series is stochastic and governed by an unobservable markov chain is used for inferring time varying causality although we do not find any lead lag type granger causality the results based on the ms var model clearly show that oil futures price has strong regime prediction power for a sub grouping of s p 500 stock index during various sub periods in the sample while there is a weak evidence for the regime prediction power of a sub grouping of s p 500 stock indexes the regime prediction non causality tests on the ms var model show that both variables are useful for making inference about the regime process and that the evidence on regime prediction causality is primarily found in the equation describing a sub grouping of s p 500 stock market returns the evidence from the conditional non causality tests shows that past information on the other series fails to improve the one step ahead prediction for both oil futures and stock returns

endogeneity and heterogeneity in a probit demand model estimation using aggregate data two issues that have become increasingly important while estimating the parameters of aggregate demand functions to study firm behavior are theendogeneity of marketing activities typically price andheterogeneity across consumers in the market under consideration ignoring these issues in the estimation of the demand function parameters can lead to biased and inconsistent estimates for the effects of marketing activities endogeneity and heterogeneity have achieved prominence in large measure because of the increasing popularity of logit models to characterize demand functions usingaggregate data the logit model accounts for purchase incidence and brand choice by including a no purchase alternative in the consumer s choice set this allows for category sales to change as a function of the marketing activities of brands in the category there are three issues with using the logit model with the no purchase option to characterize demand when studying competitive interactions among firms 1 the marketing literature dealing with brand choice behavior at the consumer level has found that the iia restriction is not appropriate as each brand in the choice set is more similar to some brands than it is to others 2 studies have found that the purchase incidence decision is distinct from the brand choice decision hence it may not be appropriate to model the no purchase decision as just another alternative in the choice set with the iia restriction holding across all brands and the no purchase option 3 even if the distinction between the purchase incidence and brand choice decisions is accounted for via for example a nested logit specification accounting for the purchase incidence decision with aggregate data requires assumptions for computing the share of the no purchase alternative which is otherwise unobserved in this paper we propose a probit model as an alternative to the logit model to specify the aggregate demand functions of firms competing in oligopoly markets the probit model avoids the iia property that affects the logit model at the individual consumer level furthermore the probit model can naturally account for the distinction between the purchase incidence and brand choice decisions due to the general covariance structure assumed for the utilities of the alternatives we demonstrate how the parameters of the proposed model can be estimated using aggregate time series data from a product market in the estimation we account for the endogeneity of marketing variables as well as for heterogeneity across consumers our results indicate that both endogeneity as well as heterogeneity need to be accounted for even after allowing for a non iia specification at the individual consumer level specific to our data we also find that ignoring endogeneity has a bigger impact on the estimated price elasticities than ignoring the effects of heterogeneity a comparison of the elasticities obtained from the probit model with those from the corresponding logit specification indicates that therange of elasticities obtained from the probit model across brands is larger than that obtained from the logit the results have implications for issues such as firm level pricing in addition to specifying a probit model and providing comparisons with the logit model the paper also addresses the third issue raised above we propose a simple alternative to the purchase incidence brand choice specification by decomposing the demand for a brand into a category demand equation and a conditional brand choice share equation we provide a comparison of results from this specification to those from the specification that includes the no purchase alternative and find that estimated elasticities are sensitive to the specification used we also estimate the demand function parameters using a traditional specification such as the double logarithmic model here we find that the estimated elasticities could be signed in such a manner as to be not useful for firm level pricing decisions one of the key limitations of the proposed model is that while it accounts for the purchase incidence and brand choice decisions of households it does not account for differences across consumers in their purchase quantities the model and analysis are best suited for product categories in which consumers typically make single unit purchases another limitation is more practical in nature while recent advances have been made in computing probit probabilities it could nevertheless be a challenge to do so when the number of alternatives is large

nonlinear trends in real exchange rates a panel unit root test approach abstract we analyze the possibility of nonlinear trend stationarity as the alternative to unit roots in 23 oecd real exchange rates 1974 1998 by adding nonlinear time terms to the cips panel unit root test of pesaran 2007 we follow a thorough bootstrapping approach and propose a technique to adjust statistical significance for the use of multiple tests over several time trend orders the unit root null that all real exchange rates have unit roots is rejected at better than the 0 05 level bootstrapped results from a procedure of chortareas and kapetanios 2009 suggest that the hypothesis that all are stationary is reasonable we argue that nonlinear trend stationarity is the most likely alternative hypothesis for at least some of the real exchange rates because 1 the strongest cips rejection occurs when quadratic trends are specified 2 nonlinear time terms are statistically significant at the 0 10 level 3 the actual cips statistics are more consistent with cips sampling distributions from bootstrapped nonlinear trend stationary processes than from linear trend or mean stationary processes

oil and the macroeconomy when prices go up and down an extension of hamilton s results in an important paper hamilton 1983 demonstrated a strong correlation between oil price changes and gross national product growth in u s data however his study pertained to a period in which all the large oil price movements were upward and thus it left unanswered the question whether the correlation persists in periods of price decline moreover the price variable he used was somewhat distorted by price controls in the 1970s this note investigates whether hamilton s results continue to hold when the sample is extended to include the recent oil market collapse and the oil price variable is corrected for the effects of price controls particular attention is given to the possibility of asymmetric responses to oil price increases and decreases as suggested in the structural employment literature loungani 1986 davis 1987 hamilton 1988 like hamilton i based my investigation on the gnp equation in sims s 1 980b six variable quarterly vector autoregressive model