frontiers of real time data analysis in the past ten years researchers have explored the impact of data revisions in many different contexts researchers have examined the properties of data revisions how structural modeling is affected by data revisions how data revisions affect forecasting the impact of data revisions on monetary policy analysis and the use of real time data in current analysis this paper summarizes many of the questions for which real time data analysis has provided answers in addition researchers and institutions have developed better real time data sets around the world still additional research is needed in key areas and research to date has uncovered even more fruitful areas worth exploring jel c52 c53 c80 e01

the predictive content of the output gap for inflation resolving in sample and out of sample evidence this paper evaluates potential explanations for the sometimes poor forecasting performance of the phillips curve one explanation is that out of sample metrics are noisy or equivalently have relatively low power another potential explanation is instability in the coefficients of the model to assess these forces this paper compares sample forecasting results to results from bootstrap simulations of models that either assume stability or allow breaks in the coefficients of the model this analysis indicates that a significant portion of the weakness of the out of sample evidence is attributable to power limitations but instabilities in the coefficients on the output gap also play a role

sps and tbt agreements and international agricultural trade retaliation or cooperation in this article we investigate whether the brazilian notifications to the tbt and sps agreements are characterized as retaliation or as cooperation in international agricultural trade in the period 1996 2008 a generalized method of moments gmm model is used to estimate game models of bilateral trade between brazil and its major partners united states european union and japan from the viewpoint of strategic games the results suggest that the brazilian notifications are forms of retaliation against the united states and regarding the european union the best result for brazil was conciliation on the other hand if the results are interpreted as equilibria of bargaining games they suggest that brazil has great bargaining power in trade with the united states and that cooperation characterized agricultural trade between brazil and the european union in the period analyzed in the case of agricultural trade between brazil and japan only japan has characteristics of a country with significant bargaining power

retaliation bargaining and the pursuit of free and fair trade that domestic political economic factors are important determinants of a nation s trade barriers has been empirically well established however the question of how effective strategically retaliatory trade barriers are in deterring foreign protectionism has received far less systematic empirical attention in this article we use bilateral nontariff barrier ntb data between the united states and five developed partner countries japan france germany italy and the united kingdom to systematically examine the effectiveness of strategic retaliation we employ a simultaneous tobit model where the home and foreign ntb levels are determined endogenously in a bilateral game the model provides estimates of deterrence coefficients that is the reduction in foreign trade barriers as a result of u s retaliation which we use to characterize the nature of bilateral ntb games our hope is that the empirical results presented here which have realistic though controversial implications will inform u s trade policy

trq complications who gets the benefits when the eu liberalizes mercosur s access to the beef markets the european union eu and the mercosur countries resumed negotiations on trade liberalization in may 2010 after several years of interruption the article analyzes who stands to benefit and who is likely to lose if the eu liberalizes mercosur s access to domestic beef markets this economic assessment is performed using a partial equilibrium model for beef operating at a low level of product aggregation paying specific attention to the role of tariff rate quotas trqs consultations with experts from the meat sector allowed us to identify the allocation of the quota rents to different stakeholders under an agreement based on the eu s negotiation proposal trade impacts are projected to be small due to the present quota overfill as expected impacts are more pronounced under the conditions set out in mercosur s proposal the results confirm that the distribution of quota rents can be decisive in determining welfare effects

is protection for sale evidence on the grossman helpman theory of endogenous protection grossman and helpman 1994 present a theory of endogenous protection by explicitly modeling government industry interactions for which mere black box models previously existed they obtain a ramsey pricing type solution to the provision of protection which emphasizes the role of inverse import penetration ratios and import elasticities on the lobbying side the model makes predictions about lobbying competition and lobbying spending according to deadweight costs from protection the model not only makes for richer theory in terms of rigor and elegance but its predictions are directly testable whether the grossman helman model stands up to real world data is investigated in this paper predictions from both the protection side and lobbying side are tested using cross sectional u s nontariff barrier data we also compare the second generation grossman helpman model with a more traditional specification our results call for serious consideration of this model in the political economy literature

extended generalized purchasing power parity and optimum currency area in east asian countries this article extends the theory of generalized purchasing power parity g ppp by developing a model including foreign variables such as the real money supply output and interest rate a cointegration rank test with two structural breaks in the deterministic trend was adopted to selected asian countries with japan as the base country there were two cointegrating vectors and six common stochastic trends in the model the cointegrating vectors were estimated by the same approach used by pesaran et al 2000 the first cointegrating vector is interpreted as g ppp and the second one is interpreted as the extended g ppp according to g ppp these countries could form a single currency area the first stochastic trend is primarily driven by japan s real money supply the second third and fourth by the real exchange rates of the philippines singapore and thailand respectively the fifth by japan s output and the sixth by japan s government bond yields

academic earmarks and the returns to lobbying abstract in this paper we estimate the returns to lobbying by universities to motivate our empirical work we develop a simple theoretical model of university lobbying for academic earmarks our statistical analysis shows that universities represented by a house appropriations committee hac or senate appropriations committee sac member spend less money on lobbying than those that are not represented in addition using instrumental variables estimations we show that universities without hac or sac representation may receive some benefit to lobbying for earmarks although in many estimations this benefit is not statistically different from zero however for universities with hac or sac representation a 10 percent increase in lobbying yields an additional 2 8 percent or 3 5 percent increase in earmarks respectively this suggests that there are large returns to lobbying for academic earmarks if a university is represented by a member of one the hac or sac but little or no return if not

stability of a uk money demand equation a bayesian approach to testing exogeneity the paper analyses an m3 demand for money equation for the united kingdom attention is paid to the policy change that occurred in 1971 with the introduction of the measure known as competition and credit control classical and bayesian single equation instrumental variables procedures are developed to investigate the exogeneity of the short term interest rate and the constancy of the parameters of the underlying relationships the parameters of the short term equation have changed as well as the exogeneity status of the interest rate variable but the parameters of the long term equation appear to be less affected by the policy change

a new index of financial conditions we use factor augmented vector autoregressive models with time varying coefficients and stochastic volatility to construct a financial conditions index that can accurately track expectations about growth in key us macroeconomic variables time variation in the models parameters allows for the weights attached to each financial variable in the index to evolve over time furthermore we develop methods for dynamic model averaging or selection which allow the financial variables entering into the financial conditions index to change over time we discuss why such extensions of the existing literature are important and show them to be so in an empirical application involving a wide range of financial variables

endogenous trade policy through majority voting an empirical investigation abstract the median voter approach to trade policy determination within a heckscher ohlin framework as in mayer am econ rev 74 5 1984 970 predicts that an increase in inequality holding constant the economy s overall relative endowments raises trade barriers in capital abundant economies and lowers them in capital scarce economies we find support for this prediction using cross country data on inequality capital abundance and diverse measures of protection we perform certain robustness checks that include controlling for the effects of political rights and schooling as well as using alternative datasets on factor endowments

the dynamic effects of money combining short run and long run identifying restrictions using bayesian techniques this paper proposes a bayesian approach to incorporating specification and identification uncertainty into a var analysis of the dynamic effects of money supply shocks on the macroeconomy the approach follows poirier 1991 in averaging over discrete model specifications in forming posterior densities of the dynamic responses to such shocks two distinct means of identifying money supply shocks are considered here one that imposes contemporaneous restrictions and one that imposes long run monetary neutrality i estimate bounds on dynamic responses that account for specification and parameter uncertainty and find strong evidence of short run real effects of money on the economy including a liquidity effect for both long term and short term interest rates furthermore some results differ substantially across identifying restrictions if model uncertainty is ignored

money income prices and interest rates including data from the 1980s sharply weakens the postwar time series evidence indicating significant relationships between money however defined and nominal income or between money and either real income or prices separately focusing on data from 1970 onward destroys this evidence altogether evidence indicating cointegration of real income and real money balances with due allowance for the effect of interest rates also deteriorates when the sample extends through the 1980s a positive finding is that the spread between the commercial paper rate and the treasury bill rate consistently contains highly significant information about future movements in real income copyright 1992 by american economic association

the competitiveness of the uk aerospace industry porter s five competitive forces model provides an analytical framework for assessing the uk aerospace industry s competitiveness in this article various statistical indicators are used to measure competitiveness based on published data at the industry and firm level supplemented with information from company interviews the indicators include productivity output firm size development time scales labour hoarding exports and profitability the empirical results of this article suggest that over the period 1980 to 2000 the uk aerospace industry improved its competitiveness compared with the usa and the eu

interpreting euro area inflation at high and low frequencies abstract several authors have recently interpreted the european central bank s ecb s two pillar framework as separate approaches to forecast and analyse inflation at different time horizons or frequency bands the ecb has publicly supported this understanding of the framework this paper presents further evidence on the behaviour of euro area inflation using band spectrum regressions which allow for a natural definition of the short and long run in terms of specific frequency bands and causality tests in the frequency domain the main finding is that variations in inflation are well explained by low frequency movements of money and real output growth and high frequency fluctuations of the output gap

the clash of liberalizations preferential versus multilateral trade liberalization in the european union there has been an explosion in the number of preferential trade agreements in the past decade preferential trade agreements are characterized by liberalization with respect to only a few partners and thus they can potentially clash with and retard multilateral trade liberalization despite this important concern with preferential trade agreements there is almost no systematic evidence on whether they actually affect multilateral trade liberalization the authors model the effect of preferential trade agreements on multilateral trade liberalization and show that preferential trade agreements slow down multilateral trade liberalization unless they have a common external tariff and allow for internal transfers next they use detailed data on product level tariffs negotiated by the european union in the past two multilateral trade rounds to structurally estimate their model the authors confirm the main prediction the european union s preferential trade agreements have clashed with its multilateral trade liberalization and find that the effect is quantitatively significant moreover they also confirm several auxiliary predictions of the model and provide new evidence on the political economy determinants of multilateral liberalization in the european union

protection for sale the case of oligopolistic competition and interdependent sectors in grossman helpman s 1994 canonical protection for sale pfs model political competition among industry lobbies is driven purely by their interests as consumers this paper introduces demand linkages and oligopolistic competition into the pfs framework to address the rivalry among lobbies stemming from product substitutability it shows that increased substitutability weakens the interest groups incentives to lobby and reduces tariff distortions this may explain why empirical tests of pfs find surprisingly little impact of lobbies on the government s trade policy decision the paper also analyzes endogenous lobby formation suggesting that demand linkages may adversely affect the industry decision to organize resume proteger les ventes le cas de la concurrence oligopolistique et des secteurs interdependants dans le modele canonique de grossman helpman 1994 protection for sale pfs la concurrence politique entre lobbyistes est purement alimentee par leurs interets en tant que consommateurs ce texte presente dans ce cadre d analyse les enchainements de la demande et la concurrence oligopolistique pour prendre en compte la rivalite entre lobbyistes qui derive de la substituabilite des produits on montre qu une substituabilite accrue reduit l incitation des groupes d interets a faire du lobbying et reduit les distorsions tarifaires cela peut expliquer pourquoi les tests empiriques du modele pfs ont decouvert un impact etonnamment faible des lobbies sur les decisions des gouvernements dans le monde des politiques commerciales le texte analyse aussi la formation endogene des lobbies suggerant que les enchainements de la demande peuvent affecter negativement la decision de s organiser

rain agriculture and tariffs this paper examines whether and how rainfall shocks affect tariff setting in the agricultural sector in a model of strategic trade policy the authors show that the impact of a negative rainfall shock on optimal import tariffs is generally ambiguous depending on the weight placed by the domestic policy maker on tariff revenue profits and the consumer surplus the more weight placed on domestic profits the more likely it is that the policy maker will respond to a rainfall shortage by reducing import tariffs these findings are robust to alternative assumptions about market structure and the timing of the game using detailed panel data on applied tariffs and rainfall for 70 nations the authors find robust evidence that rainfall shortages generally induce policy makers to set lower tariffs on agricultural imports

preferential versus multilateral trade liberalization and the role of political economy abstract in this paper we analyze the effect of the freedom to pursue preferential trade liberalization permitted by article xxiv of the gatt on country s incentives to participate in multilateral negotiations and on feasibility of global free trade we present a model in which countries choose whether to participate in preferential or multilateral trade agreements under political pressures from domestic special interest groups we show that heterogeneity in political preferences across countries plays an important role in determining the relative merits of preferential and multilateral approaches to trade liberalization on one hand the opportunity to liberalize preferentially may be necessary to induce countries with strong political motivations to participate in multilateral free trade negotiations on the other hand when countries share similar political preferences multilateral free trade that would have been politically supported otherwise becomes unattainable if countries can pursue preferential liberalization

oil prices and global factor macroeconomic variables abstract this paper investigates the relationship between oil prices global industrial production prices central bank policy interest rate and monetary aggregate with a global factor augmented error correction model we confirm the following stylized relationships i at global level money industrial production and prices are cointegrated ii positive innovation in global oil price is connected with global interest rate tightening iii positive innovation in global money price level and industrial production is connected with an increase in oil prices iv positive innovations in global interest rate are associated with a decline in oil prices and v the u s euro area and china are the main drivers of global macroeconomic factors

assessing agricultural trade policies options with the european union a brazilian perspective brazil has shown interest in agricultural trade negotiations at bilateral regional and multilateral levels this study addresses several important negotiations using the agricultural sector model capri common agricultural policy regional impact analysis to analyze liberalization scenarios between the european union and the mercosur countries focusing particularly on their impacts in brazil four possible agreements between europe and mercosur are simulated including a broader multilateral agreement proposed in the g20 the results suggest that a bilateral scenario involving larger tariff rate quota increase as called for by mercosur generates larger gains than accepting the european union proposal of 2004 or further multilateral trade liberalization based on the g20 proposal however much larger increases in tariff rate quotas for all products are not necessarily justified in all cases moreover brazil s production and export potential is limited by factors other than trade restrictions resume d auteur

trade barriers as bargaining outcomes whether bilateral trade barrier data conform with the grossman helpman 1995 model s predictions about trade talks is examined in this article a simple form of the prediction from the model is tested bilateral us japan and us eu data from the 1990s are employed the results are the first in the literature

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

data revisions are not well behaved we document the empirical properties of revisions to major macroeconomic variables in the united states our findings suggest that they do not satisfy simple desirable statistical properties in particular we find that these revisions do not have a zero mean which indicates that the initial announcements by statistical agencies are biased we also find that the revisions are quite large compared to the original variables and they are predictable using the information set at the time of the initial announcement which means that the initial announcements of statistical agencies are not rational forecasts

are global trade negotiations behind a fragmented world of gated globalization abstract we show that global trade negotiations can prevent global free trade in a simple model where global tariff negotiations precede sequential free trade agreements ftas we show fta formation can expand all the way to global free trade in the absence of global tariff negotiations but global free trade never emerges when global tariff negotiations precede fta formation this result arises precisely because global tariff negotiations successfully elicit concessions from negotiating countries moreover global tariff negotiations can produce a fragmented world of gated globalization where some countries form ftas that eliminate tariff barriers among themselves while outsiders continue facing higher tariffs

inference in cointegrating models uk m1 revisited the paper addresses the practical determination of cointegration rank this is difficult for many reasons deterministic terms play a crucial role in limiting distributions and systems may not be formulated to ensure similarity to nuisance parameters finite sample critical values may differ from asymptotic equivalents dummy variables alter critical values often greatly multiple cointegration vectors must be identified to allow inference the data may be 1 2 rather than 1 1 altering distributions and conditioning must be done with care these issues are illustrated by an empirical application of multivariate cointegration analysis to a small model of narrow money prices output and interest rates in the uk copyright 1998 by blackwell publishers ltd

international evidence on the efficacy of new keynesian models of inflation persistence in this paper we take an agnostic view of the phillips curve debate and carry out an empirical investigation of the relative and absolute efficacy of calvo sticky price sp sticky information si and sticky price with indexation models spi with emphasis on their ability to mimic inflationary dynamics in particular we look at evidence for a group of 13 oecd countries and we consider three alternative measures of inflationary pressure including the output gap labor share and unemployment we find that the calvo sp and the si models essentially perform no better than a strawman constant inflation model when used to explain inflation persistence indeed virtually all inflationary dynamics end up being captured by the residuals of the estimated versions of these models we find that spi model is preferable because it captures the type of strong inflationary persistence that has in the past characterized the economies of the countries in our sample however two caveats to this conclusion are that improvement in performance is driven mostly by the time series part of the model i e lagged inflation and that the spi model overemphasizes inflationary persistence thus there appears to be room for improvement via either modified versions of the above models or via development of new models that better track inflation persistence

measuring international competitiveness experience from east asia this paper uses a new measure of real exchange rates as an indicator of international competitiveness this new measure involves defining all prices and exchange rates on an appropriately weighted basket of currencies rather than a single currency the measure is applied to the data for japan korea thailand malaysia and singapore for comparison purposes we calculate real exchange rates based on purchasing power parity ppp for these countries to check for the relative performance of the two measures cointegration tests are employed the results indicate that the new measure tends to be closely related with the export growth for the sample countries while the ppp based measure is not moreover the ppp based real exchange rates tend to understate the measures of competitiveness for these countries this result has important implications in terms of the levels of these countries exchange rates as well as the well known balassa hypothesis

union membership in the united states 1973 1981 this paper reports estimates of union membership gathered from may current population surveys from 1973 to 1981 the authors present data by occupation industry selected states and smsas race gender and educational attainment the paper both extends and differs from that by freeman and medoff which presents unionism estimates for the private sector for 1968 75 to facilitate longitudinal analysis this paper reports three year moving averages of occupational and industry data and annual estimates of demographic classifications the data include public sector as well as private sector workers and they exclude workers not covered by the national labor relations act also the authors provide only union membership estimates not estimates on workers covered by union contracts this paper suggests that the percentage of all workers that are unionized in the united states remained fairly constant over the 1973 81 period

import protection business cycles and exchange rates evidence from the great recession this research estimates the impact of macroeconomic fluctuations on import protection policies over 1988 q1 2010 q4 for five industrialized economies the united states european union australia canada and south korea there is evidence of a strong countercyclical trade policy response in the pre great recession period of 1988 q1 2008 q3 during which increases in domestic unemployment rates real appreciations in bilateral exchange rates and declines in the gdp growth rates of bilateral trading partners led to substantial increases in new temporary trade barriers it then applies this pre great recession empirical model to realized macroeconomic data from 2008 q4 2010 q4 and find it predicts a surge of new import protection during the great recession e g for the us and eu the model predicts new trade barriers would cover an additional 15 percentage points of nonoil imports well above the baseline level of 2 3 percent of import coverage immediately preceding the crisis finally the research examines why the realized trade policy response differed from model predictions while exchange rate movements played an important role in limiting new import protection during the great recession there is also evidence of one particularly important change in trade policy responsiveness i e in this period governments refrained from imposing new temporary trade barriers against foreign trading partners experiencing their own weak or negative economic growth

are preliminary announcements of the money stock rational forecasts abstract we develop a theoretical framework of analyzing preliminary announcements of economic data and then apply this framework to the money stock we find that preliminary announcements of the money stock are best characterized as measured with classical errors in variables that is the revision is not correlated with the true value of the series the revision is however forecastable using information available at the time of the preliminary announcement our ability to forecast the revision implies that preliminary announcements are not rational estimates of the true money stock

the role of importers and exporters in the determination of the u s tariff preferences granted to latin america abstract this paper investigates the role played by domestic importers and foreign exporters in improving preferential access to the domestic market to this end the framework used in this paper extends the protection for sale analysis to explicitly model the role of domestic importers and foreign exporters in the determination of preferential trade treatment the predictions of the model are tested using data on preferential trade between the united states and latin american countries the results suggest that latin american exporters and us importers lobbying efforts have a significant and important role in determining the extent of preferential access granted by the united states more interestingly these findings also show that u s importers capture a very substantial share of the rents generated by tariff preferences these results therefore shed a pessimistic view on preferential trade schemes as a reliable source of gains for developing countries

on stock market illiquidity and real time gdp growth this study examines whether stock market illiquidity forecasts real uk gdp growth using data over the period 1989q1 2012q2 apart from standard linear model specifications we also utilize non linear models which allow for regime switching behavior in terms of a liquid versus an illiquid market regime and over the phases of the business cycle our findings support a statistically significant negative relationship between stock market illiquidity and future uk gdp growth over and above the usual control variables this relationship is found to be stronger during periods of highly illiquid market conditions and weak economic growth our out of sample forecasting analysis indicates that a regime switching model of illiquid versus liquid market conditions predicts uk growth better than any other model actually this model is the only one to significantly outperform the gdp growth forecasts published in the bank of england s inflation report

monetary policy rules based on real time data this paper examines the magnitude of informational problems associated with the implementation and interpretation of simple monetary policy rules using taylor s rule as an example i demonstrate that real time policy recommendations differ considerably from those obtained with ex post revised data further estimated policy reaction functions based on ex post revised data provide misleading descriptions of historical policy and obscure the behavior suggested by information available to the federal reserve in real time these results indicate that reliance on the information actually available to policy makers in real time is essential for the analysis of monetary policy rules

the long run behavior of the real exchange rate a reconsideration using a new statistical test this paper provides empirical evidence that the real exchange rate is not a random walk if the real exchange rate were a random walk deviations from purchasing power parity could be expected to become unbounded as the forecast horizon became longer recently christopher a sims proposed a test based on bayesian posterior odds ratios that is designed to discriminate between a unit root and a large but stationary autocorrelation coefficient this paper applies the sims test to real exchange rate data for six industrial countries the results reject the random walk hypothesis copyright 1992 by ohio state university press

data revisions and the expenditure components of gdp the constant price components of the expenditure estimate of gdp for the united kingdom undergo an extensive process of revision as new information comes to light this study is concerned with three central themes the authors assess whether the preliminary vintages efficiently incorporate information available at the time of their compilation whether there is any evidence for the nonstationarity of data revisions and how to construct constant price time series when there are several changes of base copyright 1991 by royal economic society

us non tariff barriers as privately provided public goods abstract the endogenous theory of protection is empirically investigated in a different light rather than emphasizing the determinants of the supply of protection the present study emperically investigates the micro level demand side behavior of firms predictions from bergstrom et al journal of public economics 1986 2 25 49 about the private provision of public goods provide a theoretical foundation for such a demand side econometric investigation if rational lobbies are observed to behave in a manner consistent with the theory of the private provision of public goods then it must be the case that they are able to influence trade policy the econometric specification is also consistent with the special interest models of olson the logic of collective action public goods and the theory of groups harvard university press 1965 stigler bell journal of economics and management science 1971 2 137 146 baron quarterly journal of economics 1989 1 45 72 and grossman and helpman american economic review 1994 84 833 850 hence evidence presented in this study from the demand side behavior of firms has the deeper implication that it validates the theory of endogenous protection an issue that is still controversial among trade theorists

combining forecast densities from vars with uncertain instabilities recursive weight forecast combination is often found to an ineffective method of improving point forecast accuracy in the presence of uncertain instabilities we examine the effectiveness of this strategy for forecast densities using many vector autoregressive var and autoregressive ar models of output growth inflation and interest rates our proposed recursive weight density combination strategy based on the recursive logarithmic score of the forecast densities produces well calibrated predictive densities for us real time data by giving substantial weight to models that allow for structural breaks in contrast equal weight combinations produce poorly calibrated forecast densities for great moderation data copyright 2010 john wiley sons ltd

monetary aggregates as monetary targets a statistical investigation in this paper the authors analyze statistical properties of the monetary base m1 and m2 for the postwar u s data record the authors are specifically interested in answering three policy related questions first to what extent do these monetary aggregates contain information useful for predicting movements in prices and real output second how do the aggregates rank as to their predictive usefulness third how do these aggregates rank as to the stability of their relationship to the macroeconomy copyright 1992 by ohio state university press

on exchange rates nominal and real abstract the paper first develops an australian commodity currency exchange rate model which is extended to deal with real exchange rates as well the nominal and real exchange rate versions are then tested on swiss data for the post bretton woods period while the model tracks the swiss franc nominal exchange rate vis a vis the dollar and the major european currencies very well swiss ppp real exchange rates are found to be heavily contaminated with measurement error as that error explains the large co movements in nominal and ppp real exchange rates those co movements are largely irrelevant to the ppp debate

trade wars and trade talks when governments meet in the international arena their actions reflect the political situations at home previous studies of trade relations have focused on governments that are immune from political pressures and that act as benevolent servants of the public interest here we introduce domestic politics into the analysis of international economic relations we study the interactions between national leaders who are concerned both with providing a high standard of living to the general electorate and collecting campaign contributions from special interest groups our analysis sheds light on the determinants of the structure of protection in non cooperative and cooperative policy equilibria

aggregate infrastructure capital stock and long run growth evidence from finnish data abstract in this paper bayesian methods and the finnish aggregate infrastructure capital series from 1860 to 2003 are used to explore how government infrastructure policy affects long run output growth we use finnish data since to the best of our knowledge the finnish land and water construction investments series is the best available sufficiently long time series on aggregate infrastructure investments the finnish data provide strong and robust evidence indicating that permanent changes in government infrastructure policy have permanent effects on the growth rate of output

endogeneity in count data models an application to demand for health care the generalized method of moments gmm estimation technique is discussed for count data models with endogenous regressors count data models can be specified with additive or multiplicative errors and it is shown that in general a set of instruments is not orthogonal to both error types simultaneous equations with a dependent count variable often do not have a reduced form which is a simple function of the instruments however a simultaneous model with a count and a binary variable can only be logically consistent when the system is triangular utilizing data from the british health and lifestyle survey 1991 1992 the gmm estimator is used in the estimation of a model explaining the number of visits to doctors with a self reported binary health index as a possible endogenous regressor if this regressor is truly endogenous one expects the pseudo likelihood estimate of its coefficient to be biased upwards indeed for the additive model the estimated coefficient of the binary health index decreases in value when the possible endogeneity of this regressor is taken into account further indication of endogeneity is given by the fact that the overidentifying restrictions are rejected in the multiplicative model but not in the additive model finally a model that includes predicted latent health instead of the binary health index is estimated in stages

combining var and dsge forecast densities a popular macroeconomic forecasting strategy utilizes many models to hedge against instabilities of unknown timing see among others stock and watson 2004 clark and mccracken 2010 and jore et al 2010 existing studies of this forecasting strategy exclude dynamic stochastic general equilibrium dsge models despite the widespread use of these models by monetary policymakers in this paper we use the linear opinion pool to combine inflation forecast densities from many vector autoregressions vars and a policymaking dsge model the dsge receives a substantial weight in the pool at short horizons provided the var components exclude structural breaks in this case the inflation forecast densities exhibit calibration failure allowing for structural breaks in the vars reduces the weight on the dsge considerably but produces well calibrated forecast densities for inflation

the economics of special interest politics the case of the tariff this paper investigates the interaction of politicians and special interest lobbies the goal is to model the equilibrium levels of redistributive policies such as taxes subsidies tariffs and regulatory decisions the model is applied throughout to the setting of tariffs by contributing to political campaigns special interest lobbies generate economic returns higher tariffs generate revenue for import competing industries through higher product prices higher milk support prices raise dairy farm income and so forth the lobby invests to maximize these net economic returns in evaluating their chances of election politicians weigh the favorable effects of special interest money against the unfavorable association with the lobby and the social cost of the redistributive policy section i explores the lobby s problem it describes a formalization of mancur olson s discussion of the voluntary provision of public goods and optimal contributions by lobbies to political campaigns section ii describes determination of the equilibrium tariff positions of each politician in a political campaign

money and output viewed through a rolling window abstract we examine the extent to which fluctuations in the money stock anticipate or granger cause fluctuations in real output using a variety of rolling window and increasing window estimation techniques various models are considered using simple sum as well as divisia measures of m 1 and m 2 income prices and both the t bill rate and the commercial paper rate findings indicate that the relation between income money prices and interest rates is stable as long as sufficient data are used and that there is cointegration among the variables considered although cointegration spaces become very difficult to estimate precisely when smaller windows of data are used further both m 1 and m 2 are shown to be important predictors of income for the entire period from 1960 2 1996 3 based on modified versions of what we term the most damaging specifications from friedman and kuttner 1993 and thoma 1994 our new evidence is based in part on a rather novel model selection approach to examining the relationship between money and income 1998 elsevier science b v all rights reserved

flexible and semiflexible consumer demands with quadratic engel curves in this paper we introduce three flexible consumer demand systems in which expenditures on goods are quadratic functions of income we view these alternatives as to the demand systems used heretofore in the empirical modeling of rank three demands namely those in which expenditure shares are quadratic functions of the logarithm of income curvature conditions required by theory can be imposed locally during the estimation for each and a semiflexible version can be estimated for illustrative purposes we estimate various forms of two of the systems using canadian data on seven categories of goods for the period 1947 to 1995

substitutability and protectionism latin america s trade policy and imports from china and india this article examines the trade policy response of latin american governments to the rapid growth of chinese and indian exports in world markets to explain more protection in sectors where a large share of imports originates in china and india the protection for sale model is extended to allow for region specific degrees of substitutability between domestic and imported varieties of a good the results suggest that more protection toward chinese and indian goods can be explained by the higher substitutability of chinese and indian goods with domestic varieties the data support the model which performs better than the original protection for sale framework in explaining latin america s structure of protection

model averaging in economics an overview standard practice in empirical research is based on two steps first researchers select a model from the space of all possible models second they proceed as if the selected model had generated the data therefore uncertainty in the model selection step is typically ignored alternatively model averaging accounts for this model uncertainty in this paper i review the literature on model averaging with special emphasis on its applications to economics finally as an empirical illustration i consider model averaging to examine the deterrent effect of capital punishment across states in the usa

predicting inflation does the quantity theory help i introduction inflation forecasting has played a key role in recent u s monetary policy and this has led to a renewed search for variables that serve as good indicators of future inflation one frequently used indicator based on the phillips curve is the unemployment rate or a similar measure of the output gap as in gerlach and svensson 2003 clark and mccracken 2003 mankiw 2001 and gali and gertler 1999 the phillips curve is believed by many to be the preferred tool for forecasting inflation see e g mankiw 2001 stock and watson 1999a blinder 1997 though as argued by sargent 1999 its use in formulating monetary policy is not without controversy another approach based on the quantity theory of money uses monetary aggregates to predict inflation despite the strong theoretical motivation for this approach though there is little evidence that measures of the nominal money supply are useful for predicting inflation relative to a conventional unemployment rate phillips curve model see stock and watson 1999a for a detailed analysis of the forecast performance of popular inflation indicators stock and watson s results indicate that even simple univariate time series models generally forecast about as well as models that include measures of the money supply so that it is hard to make the case that nominal money supply data have any predictive content for inflation 1 this article evaluates inflation forecasts made by models that allow for prices money and output to be cointegrated and in the process reexamines the question of whether monetary aggregates have marginal predictive content for inflation our work is motivated in part by economic theory as the presence of a cointegrating relationship among the series we look at corresponds to an implicit assumption that prices the money supply and output hang together in the long run an implicit feature of most analyses based on the quantity theory from a statistical point of view a system with cointegrated regressors does not have a finite order vector autoregressive var representation so that a var in differences will be misspecified and may not forecast well regardless of the relevance of the included variables our analysis is therefore focused on the questions are there gains in terms of forecast accuracy from imposing the restriction that prices money and output are cointegrated does it matter whether cointegrating restrictions are imposed a priori based on economic theory or can they be estimated and do models imposing cointegration among prices money and output forecast inflation as well as the phillips curve and other alternative models the econometric framework that we employ is similar to that of stock and watson 1999a but differs from theirs in two ways first stock and watson 1999a consider one year horizon inflation forecasts whereas we consider forecast horizons of up to five years this is potentially important in our context as we include versions of the quantity theory of money in our analysis a theory that arguably may not yield substantive gains to forecasting in the short run additionally future inflation at many horizons is in general of interest to policy makers even if the weight attached to inflation at different horizons is a matter of individual preference so that long run predictions are only unuseful if and when they fail to have marginal predictive content for inflation 2 a second difference between our work and that of stock and watson 1999a is that some of our models differ from theirs including those that impose quantity theory based cointegrating restrictions for example in these types of models we 1 impose a cointegration restriction derived from the assumption of stationary velocity and 2 estimate cointegrating restrictions we also examine a fairly broad variety of linear models including simple autoregressive ar models in levels and differences conventional unemployment rate phillips curve models and var models in levels and differences with money prices and output

the real time predictive content of money for output abstract data on monetary aggregates are subject to periodic redefinitions presumably in part to improve their link to measures of output money data are also revised on a regular basis taking these data imperfections into account we reassess the evidence on the marginal predictive content of m1 and m2 for real and nominal output in particular first by using the latest version of the data that is available and then using sequences of historical time series that would have been available to forecasters in real time we are able to provide a comprehensive assessment of whether money is useful for predicting output we conclude that the generally significant marginal predictive content of m1 or m2 for output that is found using a recently revised data set is not duplicated in a real time setting although m2 is shown to remain useful when 1 year ahead forecasts are constructed using fitted vector autoregressive models

eurosystem monetary targeting lessons from u s data abstract using a small empirical model of inflation output and money estimated on u s data we compare the relative performance of monetary targeting and inflation targeting the results show monetary targeting to be quite inefficient yielding both higher inflation and output variability this is true even with a nonstochastic money demand formulation our results are also robust to using a p model of inflation therefore in these popular frameworks there is no support for the prominent role given to money growth in the eurosystem s monetary policy strategy

monetary policy in a data rich environment abstract most empirical analyses of monetary policy have been confined to frameworks in which the federal reserve is implicitly assumed to exploit only a limited amount of information despite the fact that the fed actively monitors literally thousands of economic time series this article explores the feasibility of incorporating richer information sets into the analysis both positive and normative of fed policymaking we employ a factor model approach developed by stock j h watson m w diffusion indices journal of business economic statistics 2002 20 2 147 forecasting inflation 1999 journal of monetary economics 44 2 293 that permits the systematic information in large data sets to be summarized by relatively few estimated factors with this framework we reconfirm stock and watson s result that the use of large data sets can improve forecast accuracy and we show that this result does not seem to depend on the use of finally revised as opposed to real time data we estimate policy reaction functions for the fed that take into account its data rich environment and provide a test of the hypothesis that fed actions are explained solely by its forecasts of inflation and real activity finally we explore the possibility of developing an expert system that could aggregate diverse information and provide benchmark policy settings

forecasting substantial data revisions in the presence of model uncertainty a recent revision to the preliminary measurement of gdp e growth for 2003q2 caused considerable press attention provoked a public enquiry and prompted a number of reforms to uk statistical reporting procedures in this article we compute the probability of substantial revisions that are greater in absolute value than the controversial 2003 revision the predictive densities are derived from bayesian model averaging over a wide set of forecasting models including linear structural break and regime switching models with and without heteroscedasticity ignoring the nonlinearities and model uncertainty yields misleading predictives and obscures recent improvements in the quality of preliminary uk macroeconomic measurements

endogenous lobby formation and endogenous protection a long run model of trade policy determination this paper provides a theory of lobby formation within a framework in which trade policy is determined through political contributions under certain conditions free trade turns out to be an equilibrium outcome either when the government has a high affinity for political contributions or when it cares a great deal about social welfare moreover greater inequality in asset distribution results in a greater number of lobbies and in most cases more protection for each of these lobbies furthermore industries with higher levels of capital stock fewer capitalists more inelastic demand and smaller geographical dispersion are the ones that get organized

is the fed too timid monetary policy in an uncertain world estimates of the taylor rule using historical data from the past decade or two suggest that monetary policy in the u s can be characterized as having reacted in a moderate fashion to output and in

data revisions and the identification of monetary policy shocks abstract monetary policy research using time series methods has been criticized for using more information than the federal reserve had available to quantify the role of this criticism we estimate vars with real time data while accounting for the latent nature of many economic variables such as output our estimated monetary policy shocks are closely correlated with typically estimated measures the impulse response functions are broadly similar across estimation methods our evidence suggests that the use of revised data in var analyses of monetary policy shocks may not be a serious limitation for recursively identified systems but presents more challenges for simultaneous systems

news and noise in g 7 gdp announcements revisions to gdp announcements are known to be quite large in all g 7 countries quarterly growth rate revisions are regularly more than a full percentage point at an annualized rate we examine the predictability of these revisions using standard statistical tests of whether the preliminary announcement is a rational forecast of the subsequently revised data previous work suggests that u s gdp revisions are largely unpredictable as would be the case if the revisions reflect news not available at the time that the preliminary number is produced we find that the degree of predictability varies throughout the g 7 although we find little predictability in u s revisions the data revisions for several foreign countries are highly predictable we also perform a simple real time forecasting exercise showing that for several countries the predictability of data revision could be used to generate improved preliminary data

do countries free ride on mfn abstract the most favored nation mfn clause has long been suspected of creating a free rider problem in multilateral trade negotiations to address this issue we model multilateral negotiations as a mechanism design problem with voluntary participation we show that an optimal mechanism induces only the largest exporters to participate in negotiations over any product thus providing a rationalization for the principal supplier rule we also show that through this channel equilibrium tariffs vary according to the herfindahl hirschman index of export shares higher concentration in a sector reduces free riding and thus causes a lower tariff estimation of our model using sector level tariff data for the u s provides strong support for this relationship

the past present and future of central banking the financial crisis on the one hand and the recourse to unconventional monetary policy on the other have given a sharp jolt to perceptions of the role and status of central banks in this paper we start with a brief contrarian history of central banks since the second world war which presents the great moderation and the restricted focus on inflation targeting as a temporary aberration from the norm we then discuss how recent developments in fiscal and monetary policy have affected the role and status of central banks notably their relationships with governments before considering the environment central banks will face in the near and middle future and how they will have to change to address it copyright 2012 oxford university press

protectionism versus risk in screening for invasive species abstract i examine the extent to which enforcement of a biosecurity import restriction us border inspections for foreign pests and diseases is used as a protectionist trade barrier the parameters of a structural model of border inspection are estimated using a detailed dataset documenting the outcome of us agricultural border inspections i find that inspections are conducted in a manner that places an implied welfare weight on domestic producers relative to consumers ranging from 1 to 1 63 i also find evidence that the inspection agency takes terms of trade into account when inspecting agricultural imports these results suggest that border inspections are used as a protectionist non tariff barrier

an exogeneity test for a simultaneous equation tobit model with an application to labor supply a test of weak exogeneity in the simultaneous equation tobit model is proposed and illustrated using a female labour supply model estimated using cross section data the test statistic can be simply output from any standard tobit maximum likelihood package and is asymptotically efficient the procedure provides consistent estimators for the simultaneous tobit model whose asymptotic covariance matrix is a simple extension of the usual tobit formula we also provide the lagrange multiplier test of weak exogeneity this abstract was borrowed from another version of this item

commodity prices and bric and g3 liquidity a sfavec approach this paper investigates the influence of liquidity in the major developed and major developing economies on commodity prices liquidity is taken to be m2 a novel finding is that unanticipated increases in the bric countries liquidity is associated with significant and persistent increases in commodity prices that are much larger than the effect of unanticipated increases in g3 liquidity and the difference increases over time over 1999 2012 bric liquidity is strongly linked with global energy prices and global real activity whereas g3 liquidity is not the impact of bric liquidity on mineral and metal prices is twice as large as that of g3 liquidity granger casualty goes from liquidity to commodity prices bric and g3 liquidity and commodity prices are cointegrated bric and g3 liquidity and global output and global prices are cointegrated we construct a structural factor augmented error correction sfavec model

real time prediction with u k monetary aggregates in the presence of model uncertainty a popular account for the demise of the u k s monetary targeting regime in the 1980s blames the fluctuating predictive relationships between broad money and inflation and real output growth yet ex post policy analysis based on heavily revised data suggests no fluctuations in the predictive content of money in this paper we investigate the predictive relationships for inflation and output growth using both real time and heavily revised data we consider a large set of recursively estimated vector autoregressive var and vector error correction models vecm these models differ in terms of lag length and the number of cointegrating relationships we use bayesian model averaging bma to demonstrate that real time monetary policymakers faced considerable model uncertainty the in sample predictive content of money fluctuated during the 1980s as a result of data revisions in the presence of model uncertainty this feature is only apparent with real time data as heavily revised data obscure these fluctua