common trends and common cycles in regional crime this paper uses the vahid and engle journal of applied econometrics 8 341 360 1993 common trend common cycle approach to model the dynamics of regional crime rates in england over the period

monetary union in west africa and business cycles synchronicity new evidence in the light of the initiative of the west african monetary zone wamz to introduce a common currency by 2020 this paper investigates the intricacies of the business cycles synchronicity among the six countries given i the rising importance of trade and cooperation with china ii the consideration of the euro as a potential anchor currency and a vehicle for trade with the eurozone and iii the importance of nigeria as the largest country of the group and the main supplier of oil we investigate the relative importance of these three major players in having their business cycles linked with the group in addition we investigate the underlying determinants of the business cycles synchronicity among the wamz countries on a pairwise basis results show a clear dominance of china s business cycle synchronicity with the wamz over europe s and nigeria s trade integration emerges as the key underlying factor of the common cycle observed

all pay auctions an experimental study this paper reports the results of a repeated all pay auction game the auction form used is the simplest possible complete information perfect recall and common value our main findings are that in such an auction over bidding is quite drastic and the seller s revenue depends strongly on the number of bidders in early stages however after a few rounds of play this dependence completely disappears and the seller s revenue becomes independent of the number of participants the results are confronted with two solution concepts of economic theory the nash equilibrium and the symmetric logit equilibrium 2005 published by elsevier b v

energy consumption at business cycle horizons the case of the united states in this paper we propose a simple extension to a keynesian type macro model by augmenting it with energy consumption we show the relationship between energy consumption and output in a macroeconomic setting and ask the question do permanent shocks dominate changes in energy consumption and output at business cycle horizons for the united states to achieve the goal of this paper we undertake a variance decomposition analysis of shocks based on a common trend and common cycle framework within a vector error correction model our main finding is that permanent shocks explain the bulk of the variations in energy consumption and output at business cycle horizons for the united states

replenishment and pricing policy for deteriorating items taking into account the time value of money abstract a deteriorating inventory model taking into account the time value of money is developed for a deterministic inventory system with price dependent demand this study applies the discounted cash flows dcf approach for problem analysis a heuristic approach is presented to derive the near optimal replenishment and pricing policy that tries to maximize the total net present value profit a numerical example is implemented to illustrate the theory

an inventory model for deteriorating items with stock dependent consumption rate and shortages under inflation and time discounting this paper derives an inventory model for deteriorating items with stock dependent consumption rate and shortages under inflation and time discounting over a finite planning horizon we show that the total cost function is convex with the convexity a simple solution algorithm is presented to determine the optimal order quantity and the optimal interval of the total cost function the results are discussed with a numerical example and particular cases of the model are discussed in brief a sensitivity analysis of the optimal solution with respect to the parameters of the system is carried out

bargaining and reputation an experiment on bargaining in the presence of behavioural types we conduct a series of laboratory experiments to understand what role commitment and reputation play in bargaining the experiments implement the abreu and gul 2000 bargaining model that demonstrates how introducing behavioral types which are obstinate in their demands creates incentives for all players to build reputations for being hard bargainers the data are qualitatively consistent with the theory as subjects mimic induced types furthermore we find evidence for the presence of complementary types whose initial demands acquiesce to induced behavioural demands however there are quantitative deviations from the theory subjects make aggressive demands too often and participate in longer conflicts before reaching agreements overall the results suggest that the abreu and gul 2000 model can be used to gain insights to bargaining behavior particularly in environments where the process underlying obstinate play is well established

monetary policy synchronization in the asean 5 region an exchange rate perspective in light of the long standing vision of economic and monetary integration in the asean association of southeast asian nations region and the importance of coordinating monetary policies to achieve it the objective of this article is to assess the monetary policy synchronization among the founding members of the asean that is indonesia malaysia the philippines singapore and thailand due to the importance of exchange rate movements to monetary policies we approach this issue from a currency exchange rate perspective specifically multivariate trend cycle decomposition is employed to investigate common trends and common cycles among the exchange rates of these countries during the period 1976 2012 our analysis reveals that the real exchange rates of malaysia the philippines singapore and thailand share common cycles in the short term and have common trends in the long term but the indonesian currency does not share these relationships thus our results augur well for the synchronization of mo

common trends and common cycles in international labor productivity abstract the objective of this paper is to present a trend cycle decomposition of the industrial labor productivity series in six major industrialized countries to study the relationship between trend and cycle innovations and to highlight the role of monetary policy as a possible source of transitory and permanent variations in labor productivity

testing for common features in north american energy markets abstract using recent advances in the field of applied econometrics we explore the strength of shared trends and shared cycles between north american natural gas and crude oil markets in doing so we use daily data from january 1991 to april 2001 on spot u s henry hub natural gas and wti crude oil prices the results show that there has been decoupling of the prices of these two sources of energy as a result of oil and gas deregulation in the united states we also investigate the interconnectedness of north american natural gas markets and find that north american natural gas prices are largely defined by the u s henry hub price trends

common trends and common cycles the existence of a serial correlation common feature among the first differences of a set of i 1 variables implies the existence of a common cycle in the beveridge nelson stock watson decomposition of those variables a test for the existence of common cycles among cointegrated variables is developed the test is used to examine the validity of the common trend common cycle structure implied by flavin s excess sensitivity hypothesis and campbell and mankiw s mixture of rational expectations and rule of thumb hypothesis for consumption and income linear independence between the cointegration and the cofeature vectors is exploited to decompose consumption and income into their trend and cycle components copyright 1993 by john wiley sons ltd

racing with uncertainty and strategic interaction between competitors as the race unfolds most of the existing literature examines one or other of these features but not the two combined our aim is to see how the efforts of competitors in a race vary with the intensity of rivalry between them in our principal model whch is of a one dimensional race it is shown that the leader in the race makes greater efforts than the follower and efforts increase as the gap between competitors decreases under certain conditions the same results hold in our second related model which is of a two dimensional race

an unobserved components model that yields business and medium run cycles we generalize the unobserved components uc model to allow the permanent component to have different dynamics than the transitory components when decomposing u s economic activity using a multivariate uc model of log output consumption and investment we find that these proposed dynamics in the permanent component are statistically significant and distinct from those of the transitory components our approach provides an alternative explanation for the growth cycles identified by comin and gertler 2006 that is related to the cyclical movements in technology in a framework consistent with the beveridge and nelson 1981 decomposition

primaries and the new hampshire effect candidates for u s presidential elections are determined through sequential elections in single states the primaries we develop a model in which candidates can influence their winning probability in electoral districts by spending money on campaigning the equilibrium replicates several stylized facts very well campaigning is very intensive in the first district the outcome of the first election then creates an asymmetry in the candidates incentives to campaign in the next district which endogenously increases the equilibrium probability that the first winner wins in further districts on the normative side our model oers a possible explanation for the sequential organization it leads in expectation to a lower level of advertising expenditures than simultaneous elections moreover if one of the candidates is the more eective campaigner sequential elections also perform better with regard to the selection of the best candidate

setor agricola brasileiro uma aplicacao do modelo de tendencias e ciclos comuns no periodo de 1990 a 2005 the present study analyzes the behavior of agricultural gdp real exchange rate and the current account balance agricultural in brazil during the period of 1990 to 2005 cointegration techniques were used to identify a var system with common stochastic trends and to investigate the system responses to transitories and permanent shocks the tests had proven the existence of a common trend and two cycles between the variables variance decomposition indicates that transiotories shocks account form most of the short and long run fluctuations in agricultural gdp it was found that permanent shocks explain most of the variance of the exchange rate and of the current account balance mainly in the long run

a new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the business cycle abstract this paper introduces a general procedure for decomposition of non stationary time series into a permanent and transitory component allowing both components to be stochastic the permanent component is shown to be a random walk with drift and the transitory or cyclical component is a stationary process with mean zero the decomposition methodology which depends only on past data and therefore is computable in real time is applied to the problem of measuring and dating business cycles in the portwar u s economy we find that measured expansions and contractions are of roughly equivalent duration and that our dating of cyclical episodes tends to lead the traditional nber dating and to a lesser extent the growth cycle chronology of zarnowitz and boschan 1977

inflation and the optimal inventory replenishment schedule within a finite planning horizon abstract the subject of this paper is the problem of finding the optimal replenishment schedule for an inventory subject to time dependent demand and deterioration within a finite time planning horizon it is shown that taking inflation into account has a profound effect on the solution of the problem for instance there is a critical number of replenishment periods in excess of which the optimal schedule is characterized by the inclusion of token orders at the end of the planning horizon this and other conclusions obtained via a careful mathematical analysis of the problem rectify those of earlier studies

some consequences of temporal aggregation in empirical analysis i derive the generating mechanism of a temporally aggregated process when the disaggregated one belongs to the vector autoregressive integrated moving average class i then study the effects of temporal aggregation on a set of characteristics of usual interest such as exogeneity causality cointegration and common features an empirical example with canadian interest rates illustrates the main issues

the dynamic effects of aggregate demand and supply disturbances we interpret fluctuations in gnp and unemployment as due to two types of disturbances disturbances that have a permanent effect on output and disturbances that do not we interpret the first as supply disturbances the second as demand disturbances demand disturbances have a hump shaped mirror image effect on output and unemployment the effect of supply disturbances on output increases steadily over time peaking after two years and reaching a plateau after five years

does ppi lead cpi in brazil abstract the main question of the paper is to add an additional explanation to an economic empirical causality between ppi producer price index and cpi consumer price index that is does ppi s final stage of processing also known as final goods is a lead indicator for the cpi in the brazilian economy if so how strong or weak this relationship is is there a one way or two way causality how does exogenous shocks affect both variables in terms of future trajectories this is analysed empirically through a traditional var vector autoregressive and bvar bayesian vector autoregressive models so as to understand the dynamics of both ppi and cpi inertial and principal components and also out of sample forecasting we conclude that it can be verified that ppi final goods can be a good leading indicator for the domestic cpi purging ex in natura foods

forecasting the volatility of australian stock returns do common factors help this article develops multivariate factor models for forecasting volatility in australian stocks we suggest estimation procedures for approximate factor models that are robust to jumps when the cross sectional dimension is not very large and also work with volatility measures that have been constructed so that they contain no jump components out of sample forecast analysis shows that multivariate factor models of volatility outperform univariate models but there is little difference between simple and sophisticated factor models

a real model of the world business cycle abstract in this paper a stochastic two country log linear infinite horizon model is used to analyze the generation and transmission of economic fluctuations across countries it is argued that following a country specific supply disturbance production interdependence and unitary elasticities in consumption and production are sufficient to generate comovements in aggregate economic activity investment and trade that are persistent over time and positively correlated across countries however the empirical analysis carried out for the usa japan germany and uk for the 1960 82 period suggests that common shocks rather than trade links are responsible for this pattern of comovements

measuring common cyclical features during financial turmoil evidence of interdependence not contagion abstract this paper develops a test of contagion in financial markets by considering a measure of co movement based on the notion of common cycles to detect short run co movements between a set of time series we apply our methodology to the international effects of the 1994 mexican peso crisis and the 1997 asian crisis our results can be interpreted as evidence of a high level of market co movement during all states of the world and therefore question the hypothesis of shift contagion in the transmission of financial shocks during the 1997 asian crisis and to a lesser extent the 1994 mexican crisis

multicointegration in us consumption data the present study tests for the existence of multicointegration between real per capita private consumption expenditure and real per capita disposable personal income in the usa in doing so the study exploits the fact that the flows of disposable income and consumption expenditure on the one hand and the stock of consumers wealth which can be considered as cumulative past discrepancies between the flows of income and expenditure on the other hand can be thought of as a stock flow model in which multicointegration is likely to occur recently developed i 2 techniques are applied for testing for multicointegrating relations and find supporting evidence for the existence of multicointegration in us consumption data

regional and outward economic integration in south east asia the subject of this article tackles macroeconomic integration of the south east asian countries south korea singapore and taiwan economically the analysis is based on notions of stochastic long run convergence and business cycle synchrony in the gross domestic products gdps relevant tests for cointegration and common serial correlation features reveal a high degree of coherence in long run growth and medium run fluctuations this allows extracting a common stochastic growth trend and a common business cycle further analysis shows that both these components are subject to stronger influences from the us than from japan convergence towards these matured economies conspicuously appears since the 1990s

productivity shocks in a sectoral real business cycle model for west germany abstract if aggregate output is driven by integrated productivity shocks then sectoral output series should display few if any cointegrating relationships similarly serial correlation cofeature should be a rare occurrence these conjectures are confirmed in an analysis with west german data however productivity shocks identified and tested in an extended version of the long and plosser real business cycle model do not contain enough unit roots to account for those found in the output series hence productivity shocks can at best provide a partial explanation for aggregate output fluctuations

real output co movements in east asia any evidence for a monetary union of integration in the region would greatly shape the economic structure of each individual economy an d has direct implications for the effectiveness of domestic stabilisation policy and policy coordination this paper empiricall y examines the feasibility of forming a monetary union in east asia by assessing the real output co movements among these economies as suggested by the optimum curr ency area oca theory that losing monetary independence would be the major cost for adopting

why is consumption so smooth for thirty years it has been accepted that consumption is smooth because permanent income is smoother than measured income this paper considers the evidence for the contrary position that permanent income is in fact less smooth than measured income so that the smoothness of consumption cannot be straightforwardly explained by permanent income theory the paper argues that in postwar u s quarterly data consumption is smooth because it responds with a lag to changes in income

best of three contest experiments strategic versus psychological momentum abstract we conduct an experimental analysis of a best of three tullock contest intermediate prizes lead to higher efforts while increasing the role of luck as opposed to effort leads to lower efforts both intermediate prizes and luck reduce the probability of the contest ending in two rounds the patterns of players efforts and the probability that a contest ends in two rounds are consistent with strategic momentum i e a momentum generated due to strategic incentives inherent in the contest we do not find evidence for psychological momentum i e a momentum which emerges when winning affects players confidence similar to the previous studies of contests we find significantly higher efforts than predicted and strong heterogeneity in effort between the subjects

multi battle contests abstract we study equilibrium in a multistage race in which players compete in a sequence of simultaneous move component contests players may win a prize for winning each component contest as well as a prize for winning the overall race each component contest is an all pay auction with complete information we characterize the unique subgame perfect equilibrium analytically and demonstrate that it exhibits endogenous uncertainty even a large lead by one player does not fully discourage the other player and each feasible state is reached with positive probability in equilibrium pervasiveness expected effort in the component contests may be non monotonic in the closeness of the race and realized individual effort may exceed the value of the prize by a factor that is proportional to the maximum number of stage victories required

testing for codependence of cointegrated variables we analyse nonstationary time series that do not only trend together in the long run but restore the equilibrium immediately in the period following a deviation while this represents a common serial correlation feature the framework is extended to codependence allowing for delayed adjustment we show which restrictions are implied for the moving average ma and vector error correction model vecm representations and put forward a generalized method of moments gmm test in addition for cases where the constraints can be uniquely imposed on a vecm a likelihood ratio test is proposed we apply the concept to us and european interest rate data examining the capability of the federal reserve bank fed and european central bank ecb to control overnight money market rates

experimental comparison of multi stage and one stage contests this article experimentally studies a two stage elimination contest and compares its performance with a one stage contest contrary to the theory the two stage contest generates higher revenue than the equivalent one stage contest there is significant over dissipation in both stages of the two stage contest and experience diminishes over dissipation in the first stage but not in the second stage our experiment provides evidence that winning is a component in a subject s utility a simple behavioral model that accounts for a non monetary utility of winning can explain significant over dissipation in both contests it can also explain why the two stage contest generates higher revenue than the equivalent one stage contest

common cycles in seasonal non stationary time series this paper extends the notion of common cycles to quarterly time series having unit roots both at the zero and seasonal frequencies it is shown that common cycles are present in the hylleberg engle granger yoo decomposition of these series when there exists a linear combination of their seasonal differences which follows an ma process of order at most three the pitfalls of seasonal adjustment for common cycles analysis are also documented inference on common cycles in seasonally cointegrated series is derived from existing statistical methods for codependence concepts and methods are illustrated with an empirical analysis of the comovements between consumption and output using italian data copyright 1999 john wiley sons ltd

recent advances in modelling seasonality abstract in this paper we review recent developments in econometric modelling of economic time series with seasonality the prime focus is on econometric models which incorporate explicit descriptions of seasonal variation instead of removing this variation using a seasonal adjustment method this review centres around developments in seasonal unit root models and in periodic parameter models both in the univariate and multivariate context several empirical examples are used for illustration we also discuss several areas for further research

common features in economics and finance an overview of recent developments this introductory article offers an overview of some developments in the common features literature since the publication of the seminal article by engle and kozicki in the journal of business economic statistics in 1993 with the aim of highlighting the unifying theme of the contributions in this volume

inventory models with variable lead time and present value the figures for inventory make up a huge proportion of a company s working capital because of this we formulated the optimal replenishment policy considering the time value of money to represent opportunity cost in this article we provide a mixed inventory model in which the distribution of lead time demand is normal to consider the time value first the study tries to find the optimal reorder point and order quantity at all lengths of lead time with components crashed to their minimum duration secondly we develop a method to insure the uniqueness of the reorder point to locate the optimal solution finally some numerical examples are given to illustrate our findings

are shocks to tourism transitory at business cycle horizons the goal of this article is to propose a theoretical framework based on a macro model that can be used to examine the relative importance of permanent and transitory shocks in explaining variations in tourist expenditure and gross domestic product gdp at business cycle horizons we estimate the model for australia our findings reveal a common trend and common cycle relationship among tourist expenditure and gdp and the variance decomposition analysis of shocks reveals that at business cycle horizons permanent shocks explain the bulk of the variations in output while transitory shocks explain the bulk of the variations in tourist expenditure

dynamic behavior and player types in majoritarian multi battle contests abstract in a dynamic contest where it is costly to compete a player who is behind must decide whether to surrender or keep fighting in the face of bleak odds we experimentally examine the game theoretic prediction of last stand behavior in a multi battle contest with a winning prize and losing penalty as well as the contrasting prediction of surrendering in the corresponding contest with no penalty we find varied evidence in support of these hypotheses in the aggregate data but more conclusive evidence when scrutinizing individual player behavior players realized strategies tend to conform to one of several types we develop a taxonomy to classify player types and study how types interact and how their incidence varies across treatments although last stand and surrendering behaviors arise at rates responsive to the importance of losing penalties the most prominent behavior is escalation

explaining long and short run interactions in time series data in this article i extend the concept of separate cointegration to include the common feature trend cycle decomposition approach this combined approach operates a reduction of the parameter space and permits the identification of the time series long and short run constituent factors a careful assessment of their reciprocal relations in turn allows for the answering of potentially interesting economic questions to show the usefulness of the proposed methodology i apply it to the study of the relationships between the international business cycle and trade flows

racing with uncertainty a patent race experiment this paper presents an experimental test of the multi stage patent race model of harris and vickers rev econ stud 54 1987 1 tied competitors invested more when nearer the end of the race but this may have followed from a more general and unexplained pattern of a positive correlation between investment and progress in the race the relationship between investment and gap between competitors was mostly not as predicted also leaders did not invest more than not heavily lagging followers and the race did not approach monopoly as the gap between competitors widened overall the evidence brings only limited support to the theory

war and conflict in economics theories applications and recent trends we review the main economic models of war and conflict these models vary in details but their implications are qualitatively consistent highlighting key commonalities across a variety of conflict settings recent empirical literature employing both laboratory and field data in many cases confirms the basic implications of conflict theory however this literature also presents important challenges to the way economists traditionally model conflict we finish our review by suggesting ways to address these challenges

business cycles under monetary union a comparison of the eu and us reserve districts in the usa and the 15 countries that make up the eu the comparison is suggestive of what might be expected to emerge in the way of business cycle synchronization from a monetary union between the member states of the eu now simply non decimal denominations of the euro and the national central banks of the 11 are branches of the european system of central banks many prominent observers doubted that europe would ever reach this stage and many continue to believe that monetary union between such a large and dispar ate group of countries is fundamentally unsound a key element in the argu ments of many critics of emu is the degree of business cycle asynchronicity between the member states of the eu this paper contributes to the ongoing debate by documenting key differences and similarities between business cycles in the eu and business cycles in the 12 federal reserve districts in the united states the practice of looking to the us experience for insights into the problems and functioning of a monetary union has a long precedent in the literature on fixed exchange rates in general and in the literature on emu in particular for example in making an argument for fixed exchange rates rolnick and weber 1994 note that the usa can be viewed as having a system of fixed exchange rates between currencies issued by the 12 regional federal reserve banks they argue that the notes issued by the 12 banks are not strictly ident ical and that the difference between the notes creates the possibility that the united states could have a system of floating exchange rates among the 12 federal reserve districts 1 rolnick and weber go on to examine the features of the relationship among the 12 regional federal reserve banks that make a system of fixed exchange rates between them feasible in the process drawing lessons for how a monetary union among the countries of the eu might work the analysis in this paper complements earlier analyses in a number of ways the resurgence of interest in business cycle research over the past 20

on the welfare costs of business cycle fluctuations and economic growth variation in the 20th century and beyond lucas 1987 has shown a surprising result in business cycle research the welfare cost of business cycles are very small our paper has several original contributions first in computing welfare costs we propose a novel setup that separates the eects of uncertainty stemming from business cycle uctuations and economic growth variation second we extend the sample from which to compute the moments of consumption the whole of the literature chose primarily to we gratefully acknowledge the comments of caio almeida carlos e da costa robert f engle pedro c ferreira antonio fiorencio rodolfo manuelli samuel pessoa and octavio tourinho on this or on earlier versions of this paper all errors are ours we thank cnpq brazil faperj and inct for nancial support y corresponding author

an inventory model where customer demand is dependent on a stochastic price process abstract we investigate the optimal inventory operations of a firm selling an item whose price is driven by an exogenous stochastic price process which consequently impacts customer arrivals between ordering cycles this case is typical for retailers that operate in different currencies or trade products consisting of commodities or components whose prices are subject to market fluctuations we assume that there is a stochastic input price process for the inventory item which determines purchase and selling prices according to a general selling price function customers arrive according to a doubly stochastic poisson process that is modulated by stochastic input prices we analyze optimal ordering decisions for both backorder and lost sale cases we show that under certain conditions a price dependent base stock policy is optimal our analysis is then extended to a price modulated compound poisson demand case and the case with fixed ordering cost where a price dependent s s policy is optimal we present a numerical study on the sensitivity of optimal profit to various parameters of the operational setting and stochastic price process such as price volatility customer sensitivity to price changes etc we then make a comparison with a corresponding discrete time benchmark model that ignores within period price fluctuations and present the optimality gap when using the benchmark model as an approximation

effects of inflation and time value of money on an inventory model with linear time dependent demand rate and shortages abstract in the present paper an attempt has been made to investigate the effects of inflation and time value of money on an inventory model with linear time dependent demand rate shortages are allowed in this model the model developed in this article is a finite horizon t si policy inventory model to the best of the authors knowledge such type of inventory model has not been considered earlier a numerical example has also been given to illustrate the developed model

from custer to thermopylae last stand behavior in multi stage contests abstract in a multi stage contest known as a two player race players display two fundamental behaviors 1 the laggard will make a last stand in order to avoid the cost of losing and 2 the player who is ahead will defend his lead if it is threatened last stand behavior in particular contrasts with previous research where the underdog simply gives up the distinctive results are achieved by introducing losing penalties and discounting into the racing environment this framework permits the momentum effect typically ascribed to the winner of early stages to be more thoroughly examined i study the likelihood that the underdog will catch up i find that neck and neck races are common when the losing penalty is large relative to the winning prize while landslide victories occur when the prize is relatively large closed form solutions are given for the case where players have a common winning prize and losing penalty

effects of inflation and time value of money on an inventory model with time dependent demand rate and shortages abstract in a recent paper datta and pal investigated the effects of inflation and time value of money on an inventory model with linearly increasing demand and finite shortage cost however their models are formulated under the assumption of equal inventory carrying time during each replenishment cycle in this paper we redevelop the models of datta and pal by relaxing this assumption and modifying their mathematical formulations our models can be applicable to both growing and declining markets with general continuous time dependent demand rates numerical examples are provided to illustrate the developed models

what moves oecd real interest rates this paper conducts a structural time series analysis of ex ante real interest rates of the five major oecd economies the relationships of rates to permanent and temporary real and nominal shocks appear to be qualitatively consistent with predictions of stochastic general equilibrium business cycle models u s real and nominal shocks are found to be the most important causes of persistence in rates but only nominal shocks cause dynamic movements that are coherent across all countries the rise in real interest rates in the early 1980s was mainly due to nominal shocks real shocks played little or no role

common cycles and common trends in the stock and oil markets evidence from more than 150 years of data abstract this paper investigates the role of permanent and transitory shocks within the framework of common cycles and common trends in explaining stock and oil prices we perform a multivariate variance decomposition analysis of monthly data on the west texas intermediate wti oil price and the s p 500 the dataset used in the study spans a long period of 150 years and therefore contains a rich history to examine both the short and long run comovement properties of oil and stock prices given that the oil and stock markets might comove both in the short and long run it is of interest to see the relative impacts of transitory and permanent shocks on both variables we find that log oil price and log s p 500 share a common stochastic trend for our full sample of september 1859 to july 2015 but a common cycle only exists during the post ww ii period full and post ww ii samples have quite different common feature estimates in terms of the impact of permanent and transitory shocks as measured by the impulse responses and forecast error variance decompositions we also find that in the short run oil is driven mostly by cycles transitory shocks and stock market is mostly driven by permanent shocks but permanent shocks dominate in the long run

how strong is co movement in employment over the business cycle evidence from state sector data abstract this study measures the extent of co movement in employment across states and sectors at business cycle frequencies the strength of co movement is quantified using the cohesion measure developed by croux forni and reichlin rev econ statist 83 2001 232 the data indicate that cohesion is generally positive for the state sector pairs although the distributions mass around relatively low values the results suggest that cohesion has risen over time and that cohesion increases with spatial aggregation evidence reveals that the measured degree of co movement is sensitive to the chosen periodicity of the data and that there is much greater cohesion across states for a given sector than across different sectors within a state an investigation into the sources of cross state variation in cohesion reveals that important determinants include the share of state employment in manufacturing the different effects of monetary policy actions on each state s employment and the degree of sectoral diversity within a state

regional income fluctuations common trends and common cycles this paper investigates trend and cycle dynamics in per capita income for the major u s regions during the 1956 1995 period cointegration and serial correlation common features information are used in jointly decomposing the series into trend and cycle components we find considerable differences in the volatility of regional cycles controlling for differences in volatility we find a great deal of comovement in the cyclical response for all regions but the far west possible sources underlying differences in regional cycles are explored such as the share of a region s income accounted for by manufacturing defense spending as a proportion of a region s income oil price shocks and the stance of monetary policy somewhat surprisingly we find that the share of manufacturing in a region seems to account for little of the variation in regional cycles relative to national cycles but manufacturing share differentially affects trend growth for four of the seven regions studied

trade interdependence and the international business cycle a stochastic general equilibrium model of the world economy is developed to analyze the contribution of trade interdependence to international business cycles we test some of the implications of the model using data from ten major industrial countries and a variety of detrending techniques to calculate the cyclical component of output we find that the significance of trade in the transmission of economic disturbances across countries is not robust to the choice of the detrending method in general the role of trade interdependence is moderate and seem to have been stronger in the period before 1973

international real business cycles we ask whether a two country real business cycle model can account simultaneously for domestic and international aspects of business cycles with this question in mind we document a number of discrepancies between theory and data the most striking discrepancy concerns the correlations of consumption and output across countries in the data outputs are generally more highly correlated across countries than consumptions in the model we see the opposite