tracking the new economy using growth theory to detect changes in trend productivity abstract the acceleration of productivity after 1995 prompted a debate over whether the economy s underlying growth rate would remain high in this paper we draw on growth theory to identify variables other than productivity namely consumption and labor compensation to help estimate trend productivity growth we treat that trend as a common factor with two regimes high and low growth our analysis picks up striking evidence of a return in 1997 to the high growth regime nearly 25 years after a switch from high to low growth we find that both the common factor and regime switching aspects of the model are important for identifying changes in trend productivity and also show that the trend breaks are more difficult to detect with per capita as opposed to per hour based data because of persistent labor supply shifts finally we argue that our methodology is effective in detecting changes in trend in real time in the case of the 1990s the methodology would have signaled the regime switch by 1999 or within roughly six quarters of when it occurred according to the full sample

the money supply announcements puzzle comment in a recent paper in this review 1983 bradford cornell presented a survey of existing literature on the empirical relationship between weekly money supply announcements made by the federal reserve and changes in the spot prices of several financial instruments at the time of the announcement cornell sought to unify and extend the work done in this area by estimating a number of relationships which bear directly on this issue among his main conclusions are that asset markets are efficient with re spect to money supply announcements since only the unexpected component of the announcement is correlated with price changes and that the unexpected compo nent of money supply announcements has a highly significant positive correlation with short term interest rates but only after the october 6 1979 change in fed policy p 651 both of these conclusions are at vari ance with results reported in similar studies by jacob grossman 1981 v vance roley 1982 and thomas urich and paul wachtel 1981 all three find that unanticipated announcements matter in periods before october 6 1979 and roley and urich wachtel find that anticipated announcements matter in at least some of their regressions this abstract was borrowed from another version of this item

solutions for flexible container leasing contracts with options under capacity and order constraints abstract the container shipping market becomes prosperous with the development of the global economy as shipping networks become more complex and heterogeneous container capacity planning becomes more difficult this paper tackles the container planning problem from the carrier s perspective in a two echelon container shipping service chain cssc which includes one carrier and one upstream rental company a flexible contract with options is introduced into the one period container planning mechanism with the flexible options contract the rental company requires the carrier to make a commitment or place an order in advance options give buyer the right to modify the initial orders to better match the supply with the demand based on the carrier s decision tendency i e aggressive or conservative we analyze the application strategies of the unilateral options and the bidirectional options in different practical scenarios in particular for the applicability of the decision models we further consider the shipping capacity and the minimum order constraints and formulate the carrier s option policies with constrained nonlinear programs numerical examples show that the proposed decision strategies with option contract cannot only effectively increase the container trading quantity between the rental company and the carrier but also significantly reduce the carrier s container capacity risk while increasing its profit

fiscal policy banks and the financial crisis this paper studies the effectiveness of euro area ea fiscal policy during the recent financial crisis using an estimated new keynesian model with a bank a key dimension of policy in the crisis was massive government support for banks that dimension has so far received little attention in the macroeconomics literature we use the estimated model to analyze the effects of bank asset losses of government support for banks and other fiscal stimulus measures in the ea our results suggest that support for banks had a stabilizing effect on ea output consumption and investment increased government purchases helped to stabilize output but crowded out consumption higher transfers to households had a positive impact on private consumption but a negligible effect on output and investment banking shocks and increased government spending explain half of the rise in the public debt gdp ratio since the onset of the crisis

international capital flows and the boom bust cycle in spain we study the joint dynamics of foreign capital flows and real activity during the recent boom bust cycle of the spanish economy using a three country new keynesian model with credit constrained households and firms a construction sector and a government we estimate the model using 1995q1 2013q2 data for spain the rest of the euro area rea and the rest of the world we show that falling risk premia on spanish housing and non residential capital a loosening of collateral constraints for spanish households and firms as well as a fall in the interest rate spread between spain and the rea fuelled the spanish output boom and the persistent rise in foreign capital flows to spain before the global financial crisis during and after the global financial crisis falling house prices and a tightening of collateral constraints for spanish borrowers contributed to a sharp reduction in capital inflows and to the persistent slump in spanish real activity the credit crunch was especially pronounced for spanish households firm credit constraints tightened later and more gradually and contributed much less to the slump

regime switching approach to monetary policy effects even though monetary policy has kept interest rates at historically low levels the japanese economy has experienced long lasting recessions since the 1990s in this paper japanese data are employed to conduct an empirical analysis of changes in the effects of monetary policy on the real economy it is found that monetary policy effects vary depending on the phase of the business cycle and the lending attitudes diffusion indices more precisely policy effects are larger in recession but diminish in extreme recession and monetary policy is more effective when lenders attitudes are severe but less effective when they are excessively severe

gdp nowcasting application and constraints in a small open developing economy despite data limitations an attempt is made to find out if a gdp nowcasting model can provide reliable forecasts for a small open economy two competing bayesian vector autoregressive models are tested rigorously to obtain the optimal model by minimizing in sample forecasting errors the main finding of this study is that gdp nowcasting can produce reliable results for a small open economy despite the unavailability of sufficient data sets and the lack of high frequency indicators

quantity discounts under demand uncertainty to motivate buyers to increase their order quantity suppliers often rely on a well established and widely used approach they offer quantity discounts this practice is in large part driven to obtain improved economies in transportation through higher truckload utilization recently transportation rates which are increasing faster than other costs have become a larger portion of total net landed cost placing the traditional quantity discount practices under scrutiny many suppliers are left perplexed as to why their approach is not effective anymore and some are even concerned that their overall profits may have actually decreased due to their discount parameters in this paper we study a multiperiod model with a buyer facing stochastic end item demand and a supplier offering an all units quantity discount to him to understand better the dynamics of such systems we provide guidelines and insights on how to set effective discount parameters and when not to expect much from them we derive the opt

external shocks u s monetary policy and macroeconomic fluctuations in emerging markets estimated structural vars show that external shocks are an important source of macroeconomic fluctuations in emerging markets furthermore u s monetary policy shocks affect interest rates and the exchange rate in a typical emerging market quickly and strongly the price level and real output in a typical emerging market respond to u s monetary policy shocks by more than the price level and real output in the u s itself these findings are consistent with the idea that when the u s sneezes emerging markets catch a cold at the same time u s monetary policy shocks are not important for emerging markets relative to other kinds of external shocks

what does the bank of japan do to east asia abstract in recent policy debates some have argued that expansionary monetary policy in japan can increase real output in japan and in japan s neighbors while others have warned that it is a beggar thy neighbor policy in this paper we estimate structural vector autoregressions to assess the effects of japanese monetary policy shocks we find that the effects of japanese monetary policy shocks on macroeconomic variation in east asia have been modest and difficult to reconcile with the beggar thy neighbor view we estimate that the asian crisis was preceded by expansionary monetary policy shocks in japan but we fail to find support for the view that these shocks contributed to the crisis

fiscal policy in a financial crisis standard policy versus bank rescue measures a key dimension of fiscal policy during the financial crisis was massive government support for the banking system the macroeconomic effects of that support have so far received little attention in the literature this paper fills this gap using a quantitative dynamic model with a banking sector our results suggest that state aid for banks may have a strong positive effect on real activity bank state aid multipliers are in the same range as conventional fiscal spending multipliers support for banks has a positive effect on investment while a rise in government purchases crowds out investment

the welfare cost of bank capital requirements abstract capital requirements are the cornerstone of modern bank regulation yet little is known about their welfare cost this paper measures this cost and finds that it is surprisingly large i present a simple framework which embeds the role of liquidity creating banks in an otherwise standard general equilibrium growth model a capital requirement limits the moral hazard on the part of banks that arises due to deposit insurance however this capital requirement is also costly because it reduces the ability of banks to create liquidity the key insight is that equilibrium asset returns reveal the strength of households preferences for liquidity and this allows for the derivation of a simple formula for the welfare cost of capital requirements that is a function of observable variables only using us data the welfare cost of current capital adequacy regulation is found to be equivalent to a permanent loss in consumption of between 0 1 and 1

balance of trade announcements and movements in exchange rates there is a growing literature on the effect of economic news on foreign exchange rates the effects of weekly money supply announcements on exchange rates have been empirically investigated by a number of researchers over a variety of periods 1 2 3 4 7 11 12 13 the response of foreign exchange rates to other types of economic information has also been studied for example dornbusch 5 uses innovations in the current account cyclical factors and interest rates frenkel 10 uses innovations in interest rate differentials edwards 6 uses innovations in money real output and real interest rates most recently hardouvelis 14 studies the market response of three interest rates and seven exchange rates to economic news on fifteen economic aggregates including monetary announcements inflation rate announcements and announcements reflecting the stage of the business cycle this paper studies short run movements in foreign exchange rates to the commerce department s monthly announcements of the u s balance of merchandise trade it extends previous studies of foreign exchange response to economic news in three ways first by studying the response to the trade announcement which occurs two months after the month to which the announcement refers the paper provides a more precise measure of the response to the news content of trade related announcements than earlier studies this for instance is an improvement over dornbusch s 5 definition of current account news as the innovation in the actual oecd organization for economic co operation and development biannual current account estimates second the paper studies not only movements in spot rates to the announcement but calculates the movements in forward premiums to this information by studying the response in forward premiums to the merchandise trade announcements the paper examines whether the information in the announcements implies effects that operate through capital flows and interest rates in addition to responses that operate through the flow of merchandise trade

an infinite horizon inventory model with periodic order commitment abstract this paper studies an infinite horizon inventory model of a buyer with a periodic order commitment the commitment requires the buyer to purchase at least a certain fixed amount on a periodic basis there is no extra adjustment cost should the buyer decide to order more than the basic amount we consider general discrete demand distributions we formulate a markov chain to represent the behavior of the inventory system stimulated by the solution approach to the classical gi m 1 queue we derive the steady state results and obtain the exact closed form cost function numerical examples are provided

comparing dsge var forecasting models how big are the differences abstract i generate priors for a vector autoregression var from a standard real business cycle rbc model an rbc model with capital adjustment costs and habit formation and a sticky price model with an unaccommodating monetary authority the response of hours worked to a tfp shock differs sharply across these models i compare the accuracy of forecasts made from each of the resulting dynamic stochastic general equilibrium vector autoregression dsge var models despite having different structural characteristics the dsge vars are comparable in terms of forecasting performance as in previous work dsge vars compare favorably with atheoretical vars

financial and fiscal interaction in the euro area crisis this time was different abstract this paper highlights the anomalous characteristics of the euro area twin crises by contrasting the aggregate macroecosnomic dynamics in the period 2009 2013 with the business cycle fluctuations of the previous decades we report three novel stylised facts first the contraction in output was marked by an anomalous downfall in private investment and an increase in households savings while consumption and unemployment followed their historical relation with gdp second households and financial corporations debts and house prices deviated from their pre crisis trends while non financial corporations debt followed historical regularities third the jumps in the public deficit gdp and debt gdp ratios in 2008 2009 were unprecedented and so was the fiscal consolidation that followed our analysis points to the financial nature of the crisis as a likely explanation for these facts importantly the anomalous increase in public debt is in large part explained by extraordinary measures in support of the financial sector which show up in the stock flow adjustments and reveal a keyinteraction between the fiscal and the financial sectors

diversification under supply uncertainty supply chain management is becoming an increasingly important issue especially when in most industries the cost of materials purchased comprises 40 60 of the total sales revenue despite the benefits cited for single sourcing in the popular literature there is enough evidence of industries having two three sources for most parts in this paper we address the operational issue of quantity allocation between two uncertain suppliers and its effects on the inventory policies of the buyer based on the type of delivery contract a buyer has with the suppliers we suggest three models for the supply process model i is a one delivery contract with all of the order quantity delivered either in the current period with probability or in the next period with probability 1 model ii is also a one delivery contract with a random fraction of the order quantity delivered in the current period the portion of the order quantity not delivered is cancelled model iii is similar to model ii with the remaining quantity delivered in the next period we derive the optimal ordering policies that minimize the total ordering holding and penalty costs with backlogging we show that the optimal ordering policy in period n for each of these models is as follows for x a n order nothing for vi n x a n use only one supplier and for x vi n order from both suppliers for the limiting case in the single period version of model i we derive conditions under which one would continue ordering from one or the other or both suppliers for model ii we give sufficient conditions for not using the second more expensive supplier when the demand and yield distributions have some special form for the single period version of models ii and iii with equal marginal ordering costs we show that the optimal order quantities follow a ratio rule when demand is exponential and yields are either normal or gamma distributed

adjustment strategies for a fixed delivery contract we consider a long term contractual agreement between buyer and seller in whichq units are delivered to the buyer at regular time intervals it must be true that the delivery quantity q is less than the mean demand per period in order to manage the inventory the buyer has the option of adjusting the delivery quantity upwards just prior to a delivery but must pay a premium to do so demand is assumed random and we model the system in a continuous review setting we show that the equations one must solve to find optimal adjustment strategies are intractable a diffusion approximation is developed which when coupled with the solution to an even simpler deterministic version of the problem yields very simple but effective approximations extensive computations are included to compare the performance of the optimal and approximate policies we also empirically derive a formula for computingq whose accuracy is established computationally we prove that the fixed delivery contract results in lower variance of orders to the seller we also include a computational study to find the unit cost discount that equalizes the expected costs for the fixed delivery contract and the base stock contract for a large parameter set

capital flows consumption booms and asset bubbles a behavioural alternative to the savings glut hypothesis bernanke 2005 hypothesized that a global savings glut was causing large trade imbalances however we show that the global savings rates did not show a robust upward trend during the relevant period moreover if there had been a global savings glut there should have been a large investment boom in the countries that imported capital instead those countries experienced consumption booms national asset bubbles explain the international imbalances the bubbles raised consumption resulting in large trade deficits in a sample of 18 oecd countries plus china movements in home prices alone explain half of the variation in trade deficits

interconnections between eurozone and us booms and busts using a bayesian panel markov switching var model summary the proposed panel markov switching var model accommodates changes in low and high data frequencies and incorporates endogenous time varying transition matrices of country specific markov chains allowing for interconnections an efficient multi move sampling algorithm draws time varying markov switching chains using industrial production growth and credit spread data several important data features are obtained three regimes appear with slow growth becoming persistent in the eurozone turning point analysis indicates the usa leading the eurozone cycle amplification effects influence recession probabilities for eurozone countries a credit shock results in temporary negative industrial production growth in germany spain and the usa core and peripheral countries exist in the eurozone copyright 2016 john wiley sons ltd

social security payments money supply announcements and interest rates abstract a monthly cycle existed in initially announced changes in seasonally adjusted m1 for a period extending at least from september 1977 to february 1984 this cycle was the source of systematic errors in the widely used money market services forecast of m1 such errors can induce a spurious relation between interest rates and expected changes in the money supply when the survey forecasts are corrected to eliminate systematic errors the apparent negative relation between interest rates and expected money supply changes disappears interest rates were not systematically related to either anticipated or unanticipated money supply changes during the period february 1984 to december 1986

supply contract with bidirectional options the buyer s perspective abstract this paper develops a single period two stage supply contract with bidirectional options by which the buyer can adjust the initial order both upward and downward at the beginning of the planning horizon the buyer places an initial order and purchases options after updating the demand forecast the buyer exercises options to adjust the initial order we analyze the contract from the buyer s perspective and formulate the buyer s optimal policies in particular we obtain closed form formulae to describe the buyer s optimal behavior when the demand is uniformly distributed we also analyze how the parameters affect the buyer s behavior and prove numerically that using bidirectional options can improve the buyer s profit

information distortion in a supply chain the bullwhip effect this article originally appeared in management science april 1997 volume 43 number 4 pp 546 558 published by the institute of management sciences consider a series of companies in a supply chain each of whom orders from its immediate upstream member in this setting inbound orders from a downstream member serve as a valuable informational input to upstream production and inventory decisions this paper claims that the information transferred in the form of orders tends to be distorted and can misguide upstream members in their inventory and production decisions in particular the variance of orders may be larger than that of sales and distortion tends to increase as one moves upstream a phenomenon termed bullwhip effect this paper analyzes four sources of the bullwhip effect demand signal processing rationing game order batching and price variations actions that can be taken to mitigate the detrimental impact of this distortion are also discussed

myopic optimal policy for a multi period two delivery lead times stochastic inventory problem with minimum cumulative commitment and capacity abstract this paper studies a single product multi period stochastic inventory problem that imposes the lower and upper bounds on the cumulative order quantity during a planning horizon and allows two delivery lead times this model includes three features the first one is that a buyer purchases a fixed capacity from a supplier at the beginning of a planning horizon and the buyer s total cumulative order quantity during the planning horizon is constrained with the capacity the second one is that the buyer agrees to purchase the product at least a certain percentage of the purchased capacity during the planning horizon the third one is that the supplier allows the buyer to order the product with two delivery lead times we identify conditions under which a myopic ordering policy is optimal we also develop an algorithm to calculate the optimal capacity when the minimum cumulative order quantity commitment is a certain percentage of the capacity we then use the algorithm to evaluate the effect of the various parameters on the buyer s minimum expected total cost during the planning horizon our computation shows that the buyer would benefit from the commitments and two delivery lead times

house prices borrowing constraints and monetary policy in the business cycle i develop a general equilibrium model with sticky prices credit constraints nominal loans and asset prices changes in asset prices modify agents borrowing capacity through collateral value changes in nominal prices affect real repayments through debt deflation monetary policy shocks move asset and nominal prices in the same direction and are amplified and propagated over time the financial accelerator is not constant across shocks nominal debt stabilises supply shocks making the economy less volatile when the central bank controls the interest rate i discuss the role of equity debt indexation and household and firm leverage in the propagation mechanism finally i find that monetary policy should not target asset prices as a means of reducing output and inflation volatility

political accountability and the room to maneuver a search for a causal chain many studies of the room to maneuver make no provision for popular evaluation of policy they assert rather than demonstrate popular satisfaction with policy choices and macroeconomic outcomes the authors present a framework that explicitly models channels for popular preferences to influence policies and outcomes results for economic policy making in britain do not support the room to maneuver thesis in the authors sample 1981 to 1997 the british government was responsive to changes in political evaluations and its policy choices effectively fed back into popular evaluations of government policy however this accountability mechanism worked outside the real economy shifts in popular evaluations induced changes in policy but had no impact on inflation and economic growth government capacity to shape macroeconomic outcomes was limited and popular influence over economic policy was ineffectual this form of accountability probably existed because british citizens had difficulty gauging the real impacts of their government s policies

the dynamic impacts of monetary policy an exercise in tentative identification it is currently popular to identify monetary policy shocks with innovations in some measure of reserves or in the federal funds rate these assumptions about the interest elasticity of the supply of or demand for reserves imply monetary policy shocks that produce dynamic responses of macroeconomic variables that are anomalous relative to traditional monetary analyses this paper tentatively identifies supply and demand shocks in the markets for reserves and m2 for the 1980s and contrasts them with results for the 1970s in the later period identified monetary policy shocks have dynamic impacts that are fully consistent with traditional analyses

identifying the role of risk shocks in the business cycle using stock price data i introduction the finance literature on the forecastibility of stock returns has concluded that stock market movements are by and large not because of changes in the expected future cash flow of firms but are primarily because of changes in the risk premium that is how the expected cash flows are discounted by stock market participants cochrane 2011 1 these changes in risk premia also have important implications for real variables in the economy especially for consumption and investment an increase in the risk premium prompts households to reduce current consumption as they start to discount expected future income more heavily more importantly changes in the required return on equity alter the cost of capital of corporations when they finance new investment for firms that rely on external debt to finance marginal investment a lower stock price translates into lower net worth and therefore a higher cost of borrowing bernanke gertler and gilchrist 1999 similarly firms that rely on new equity issues are able to raise less funds from each new share when their stock price is lower even for firms that finance investment exclusively through internal funds i e retained earnings plus depreciation allowance the required return on existing shares reveals the opportunity cost of internally financed investment tobin 1969 tobin and brainard 1977 this is because at least in principle these funds can be returned to existing shareholders as dividends and new funds can then be raised from the markets through new equity shares for which investors would demand a risk premium figure 1 omitted in the aggregate u s corporations are predominantly financed through equity the dotted line in figure 1 plots the credit market liabilities of u s non financial corporations as a percent of the sum of equity and credit market liabilities in their balance sheets 2 by this measure debt financing accounts for about a third of total financing averaged over the whole sample and equity financing accounts for about two thirds the solid line in figure 1 provides an alternative measure which takes into account all financial liabilities including items such as trade payables but nets out financial assets to obtain a measure of net debt mcgrattan and prescott 2005 now debt financing accounts for only 15 of total financing in the post war period and its importance has declined in the last two decades note that both of these series are stock measures as opposed to flow measures that is they refer to financing of all past investments and do not necessarily reflect how corporations are financing investment at the margin these measures can also be biased against debt financing because most debt items are recorded on a book value basis in the flow of funds but equity is recorded on a market value basis to overcome these caveats i consider the flow components of sources of funds i e internal funds net new equity and net new debt as a share of corporate tangible investment in figure 2 several patterns emerge first the ratio of internal funds to gross capital expenditures has been close to 1 throughout the post war period in other words at least in the aggregate u s corporate investment has been by and large financed internally second new equity issuance has not been an important source of financing in fact net new stock issues have been mostly negative in the latter part of the sample this mainly reflects the preference of corporations to distribute resources to shareholders through stock buybacks rather than ordinary dividend payments because of the preferential tax treatment of long term capital gains third net new debt has contributed to about a third of aggregate financing assuming that the discrepancy in the flow account is distributed proportionally to each financing component as internal funds and net new stock issues are fairly reliable data series we can reasonably lump the rather large discrepancy item in the ffa data with net debt

shocks structures or monetary policies the euro area and us after 2001 abstract the us federal reserve cut interest rates more vigorously in the recent recession than the european central bank did by comparison with the fed the ecb followed a more measured course of action we use an estimated dynamic general equilibrium model with financial frictions to show that comparisons based on such simple metrics as the variance of policy rates are misleading we find that because there is greater inertia in the ecb s policy rule the ecb s policy actions actually had a greater stabilizing effect than did those of the fed as a consequence a potentially severe recession turned out to be only a slowdown and inflation never departed from levels consistent with the ecb s quantitative definition of price stability other factors that account for the different economic outcomes in the euro area and us include differences in shocks and differences in the degree of wage and price flexibility

optimal policies for inventory systems with priority demand classes we consider a periodic review inventory system with two priority demand classes one deterministic and the other stochastic the deterministic demand must be met immediately in each period however the units of stochastic demand that are not satisfied during the period when demand occurs are treated as lost sales at each decision epoch one has to decide not only whether an order should be placed and how much to order but also how much demand to fill from the stochastic source the firm has the option to ration inventory to the stochastic source i e not satisfy all customer demand even though there is inventory in the system we first characterize the structure of the optimal policy we show that in general the optimal order quantity and rationing policy are state dependent and do not have a simple structure we then propose a simple policy called s k s policy wheres ands ordering policy determine when and how much to order whilek rationing policy specifies how much of the stochastic demand to satisfy we report the results of a numerical study which shows that this simple policy works extremely well and is very easy to compute

market response to the weekly money supply announcements in the 1970s the hypothesis that the weekly announcement of the money supply affects interest rates is examined the announcement effect is interpreted as a policy anticipation effect that is an unanticipated increase in the money supply leads to an increase in interest rates in anticipation of future tightening by the federal reserve estimates of this effect with proxies for the unanticipated change constructed from a survey of money supply forecasts and an arima model indicate that a financial markets respond very quickly to the announcement and b the response was largest when policymakers emphasized the importance of the monetary aggregates financial market participants are careful observers of the weekly money supply announcement and generally agree that the announcement often leads to changes in interest rates this occurs because the announcement leads market participants to revise their expectations both of future federal reserve policy actions and of future economic conditions in this paper we examine the response of yields on treasury bills to the announcement of the money supply and the extent to which that response has varied in the last ten years money supply announcements may affect market interest rates in three ways first actual expansion of the money supply leads to lower interest rates through a liquidity effect however rapid monetary growth which is not anticipated leads market participants to expect the federal reserve to counteract such growth in the future as a consequence there may be a policy anticipation effect which causes higher interest rates in anticipation of future tightening furthermore prolonged rapid monetary growth also creates inflation and inflationary expectations which lead to higher interest rates thus there may exist a third effect the inflationary expectations effect which also leads to higher interest rates our interest in this paper is in the immediate market response to the weekly announcement of the money supply which as we argue below is most likely to be a policy anticipation effect the policy anticipation effect is best described by example suppose that the announced change in the money supply exceeds that which was expected by

joseph schumpeter lecture the great moderation the great panic and the great contraction this lecture examines the causes of the recent financial crisis and subsequent recession on the macroeconomic side the great moderation encouraged an overly optimistic assessment of risk combined with low interest rates reflecting both loose monetary policy and relatively high asian savings rates that encouraged a build up of excessive leverage in the banking system on the microeconomic side distorted incentives led to a concentration and mispricing of risk informational complexities associated with new financial assets and the interconnectedness of financial institutions then resulted in the closure of funding markets and a flight to safety when loan defaults rose unexpectedly the episode indicates the need to focus on agency and information problems between banks and their funders in addition to those between the banks and their borrowers it also suggests that the process of financial intermediation should play a more prominent role in macroeconomic models jel e32 e44 e52 e58 f32 g01 g21

optimal policy for a dynamic non stationary stochastic inventory problem with capacity commitment abstract this paper studies a single product dynamic non stationary stochastic inventory problem with capacity commitment in which a buyer purchases a fixed capacity from a supplier at the beginning of a planning horizon and the buyer s total cumulative order quantity over the planning horizon is constrained with the capacity the objective of the buyer is to choose the capacity at the beginning of the planning horizon and the order quantity in each period to minimize the expected total cost over the planning horizon we characterize the structure of the minimum sum of the expected ordering storage and shortage costs in a period and thereafter and the optimal ordering policy for a given capacity based on the structure we identify conditions under which a myopic ordering policy is optimal and derive an equation for the optimal capacity commitment we then use the optimal capacity and the myopic ordering policy to evaluate the effect of the various parameters on the minimum expected total cost over the planning horizon

common drifting volatility in large bayesian vars the general pattern of estimated volatilities of macroeconomic and financial variables is often broadly similar we propose two models in which conditional volatilities feature comovement and study them using u s macroeconomic data the first model specifies the conditional volatilities as driven by a single common unobserved factor plus an idiosyncratic component we label this model bvar with general factor stochastic volatility bvar gfsv and we show that the loss in terms of marginal likelihood from assuming a common factor for volatility is moderate the second model which we label bvar with common stochastic volatility bvar csv is a special case of the bvar gfsv in which the idiosyncratic component is eliminated and the loadings to the factor are set to 1 for all the conditional volatilities such restrictions permit a convenient kronecker structure for the posterior variance of the var coefficients which in turn permits estimating the model even with large datasets while perhaps misspecifi

the transmission of international shocks a factor augmented var approach the empirical literature on the transmission of international shocks is based on small scale vars in this paper we use a large panel of data for 17 industrialized countries to investigate the international transmission mechanism and revisit the anomalies that arise in the empirical literature we propose a factor augmented var favar that extends the model in bernanke boivin and eliasz 2003 to the open economy the main results can be summarized as follows first the dynamic effects on the uk economy of an unanticipated fall of short term interest rates in the rest of the world are real house price inflation investment gdp and consumption growth peak after one year wages peak after two years cpi and gdp deflator inflation peak during the third year second a positive international supply shock makes the distribution of the components of the uk consumption deflator negatively skewed third in response to a domestic monetary shock we find no evidence of the exchange rate and liquidity puzzles and little evidence of the forward discount and price anomalies

the sources of financial crises pre and post fed evidence this paper investigates the generation and the propagation mechanism of currency demand and supply shocks before and after world war i the structural determinants of the variability of stock prices and interest rates and the changes introduced by the creation of the fed on the dynamics of the system it is shown that in the pre 1914 era external monetary shocks interacted with a seasonal demand for money to produce financial crises the fed helped to prevent crises by insulating the u s economy from external shocks a structural vector autoregressive model provides evidence for these claims copyright 1991 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

measuring the effects of dollar appreciation on asia a favar approach abstract exchange rate shocks have mixed effects on economic activity in both theory and empirical var models in this paper we extend the empirical literature by considering the implications of a positive shock to the u s dollar in a factor augmented vector autoregression favar model for the u s and three large asian economies korea japan and china the favar framework allows us to represent a country s aggregate economic activity by a latent factor generated from a broad set of underlying observable economic indicators to control for global conditions we also include in the favar a global conditions index which is another latent factor generated from the economic indicators of major trading partners we find that a dollar appreciation shock reduces economic activity and inflation not only for the u s economy but also for all three asian economies this result which is robust to a number of alternative specifications suggests that in spite of their disparate economic structures and policy regimes the dollar appreciation shock affects the asian economies primarily through its impact on u s aggregate demand and this demand channel dominates the expenditure switching channel that affects a country s export competitiveness

macroeconomic modeling for monetary policy evaluation we describe some of the main features of the recent vintage macroeconomic models used for monetary policy evaluation we point to some of the key differences with respect to the earlier generation of macro models and highlight the insights for policy that these new frameworks have to offer our discussion emphasizes two key aspects of the new models the significant role of expectations of future policy actions in the monetary transmission mechanism and the importance for the central bank of tracking of the flexible price equilibrium values of the natural levels of output and the real interest rate we argue that both features have important implications for the conduct of monetary policy

signalling effects of monetary policy we develop a dynamic general equilibrium model in which the policy rate signals the central bank s view about macroeconomic developments to price setters the model is estimated with likelihood methods on a u s data set that includes the survey of professional forecasters as a measure of price setters inflation expectations this model improves upon existing perfect information models in explaining why in the data inflation expectations respond with delays to monetary impulses and remain disanchored for years in the 1970s u s monetary policy is found to signal persistent inflationary shocks explaining why inflation and inflation expectations were so persistently heightened the signalling effects of monetary policy also explain why inflation expectations adjusted more sluggishly than inflation after the robust monetary tightening of the 1980s

the recent boom bust cycle the relative contribution of capital flows credit supply and asset bubbles abstract we use an estimated open economy dsge model with financial frictions for the us and the rest of the world to evaluate various competing explanations about the recent boom bust cycle we find that the savings glut hypothesis is insufficient for explaining all aspects of the boom in the us relatively strong tfp growth and expansionary monetary policy are also not able to explain fully the volatility of corporate and in particular residential investment we identify bubbles in the stock and housing market as crucial concerning the downturn in 2008 2009 the fall in house prices and residential investment only plays a minor role mortgage defaults have more explanatory power especially in a specification of the model with a segregated equity market finally the bursting of the stock market bubble was at least as important in this recession as in 2001 because of various negative shocks hitting the economy at the same time in 2008 2009 and continued positive technology growth not only the real interest rate declined but inflation fell rapidly and left insufficient room for monetary policy to play a similar stabilising role as in previous recessions

comments on information distortion in a supply chain the bullwhip effect in this commentary we trace back how we pursued research on the bullwhip effect which resulted in the article published in management science we reflect on the evolution of this concept the impact that our work has had on industry the way our work has been used in the teaching of supply chain management and the key directions of research that have taken place since then

what drives the german current account and how does it affect other eu member states we estimate a three country model using 1995 2013 data for germany the rest of the euro area rea and the rest of the world row to analyse the determinants of germany s current account ca surplus after the launch of the euro our results suggest that the german surplus reflects a succession of distinct shocks mono causal explanations of the surplus are thus insufficient the most important factors driving the german surplus were positive shocks to the german saving rate and to row demand for german exports as well as german labour market reforms and other positive german aggregate supply shocks the key shocks that drove the rise in the german ca tended to worsen the rea trade balance but had a weak effect on rea real activity our analysis suggests these driving factors are likely to be slowly eroded leading to a very gradual reduction of the german ca surplus an expansion in german government consumption and investment would raise german gdp and reduce the ca surplus but the effects on the surplus would be weak

financial intermediaries instability and euro area macroeconomic dynamics abstract fitting a markov switching structural vector autoregression to euro area data we show that after taking into account heteroskedasticity the differences in the behavior of the economy between tranquil and financial distress periods e g great recession and sovereign debt crisis reflect variations in the transmission mechanism when and only when a period of financial distress occurs disruptions in financial intermediation trigger adverse effects for the real economy and turn out to be the primary source of business cycle fluctuations finally we provide strong evidence that ecb interventions in the financial sector had beneficial effects on the real economy during the sovereign debt crisis

monetary policy shocks and foreign investment income evidence from a large bayesian var abstract this paper assesses the transmission of monetary policy in a large bayesian vector autoregression based on the approach proposed by banbura et al 2010 the paper analyzes the impact of monetary policy shocks in the united states and canada not only on a range of domestic aggregates trade flows and exchange rates but also foreign investment income the analysis provides three main results first a surprise monetary policy contraction has a statistically important impact on both gross and net foreign investment income flows in both countries against the background of growing foreign wealth and investment income this result provides preliminary evidence that foreign balance sheet channels might play an increasingly significant role for monetary transmission second the impact of monetary policy on foreign investment income flows differs considerably across asset categories and over time suggesting that the investment instruments and the currency denomination of a country s foreign assets and liabilities are potentially relevant for the way in which monetary policy affects the domestic economy finally the results support existing evidence on the effectiveness of large vector autoregressions and the bayesian shrinkage approach in eliminating price and exchange rate puzzles

unconventional economic policies and sentiment an international assessment this paper estimates using bayesian and global vars the spillover effects of unconventional fiscal and monetary policies implemented in the united states and in the eurozone during the last decade consumer confidence and investor sentiment indicators are introduced in the models in order to highlight the signalling channel in the responses to economic policy innovations in times of crisis our results reveal that consumer and investor perceptions of innovative economic measures are relevant to study the pass through of economic policies to the real sector in times of crisis and zero lower bound interest rates in particular the signalling channel plays an important role in successful unconventional economic policies moreover if unconventional economic policies have an impact abroad the effects are similar to those measured in the domestic country region consequently coordination and transparency are a prerequisite for ensuring short term growth after a global financial crisis

bayesian methods for dynamic multivariate models if dynamic multivariate models are to be used to guide decisionmaking it is important that probability assessments of forecasts or policy projections be provided when identified bayesian vector autoregression var models are presented with error bands in the existing literature both conceptual and numerical problems have not been dealt with in an internally consistent way in this paper the authors develop methods to introduce prior information in both reduced form and structural var models without introducing substantial new computational burdens their approach makes it feasible to use a single large dynamic framework for example twenty variable models for tasks of policy projections copyright 1998 by economics department of the university of pennsylvania and the osaka university institute of social and economic research association

changing macroeconomic dynamics at the zero lower bound this article develops a change point var model that isolates four major macroeconomic regimes in the us since the 1960s the model identifies shocks to demand supply monetary policy and spread yield using restrictions from a general equilibrium model the analysis discloses important changes to the statistical properties of key macroeconomic variables and their responses to the identified shocks during the crisis period spread shocks became more important for movements in unemployment and inflation a counterfactual exercise evaluates the importance of lower bond yield spread during the crises and suggests that the fed s large scale asset purchases helped lower the unemployment rate by about 0 6 percentage points while boosting inflation by about 1 percentage point

the signalling role of base and money announcements and their effects on interest rates abstract this paper demonstrates that unexpected changes in the announced monetary base have an impact on interest rates above and beyond the impact of unexpected changes in the announced money supply in addition both money supply and monetary base announcements are shown to have a significant signalling role for subsequent changes in monetary aggregates however in contrast to several leading hypotheses it appears that the observed link between monetary announcements and interest rates is not attributable to the signals that announcements provide about the subsequent behavior of money and the base

a continuous review model for an inventory system with two supply modes in this paper we develop an approximate model of an inventory control system in which there exist two options for resupply with one having a shorter lead time because the optimal policy appears to be extremely complex we consider a reasonable extension of the standard q r policy to allow for two different lot sizes q1 and q2 and two different reorder levels r1 and r2 expressions for the expected on hand inventory and the expected backorders are developed and a procedure for determining the policy parameters is given the model is validated by simulation and calculations are included which compare the average annual cost with and without emergency ordering

sole versus dual sourcing in stochastic lead time s q inventory models when supply lead times are uncertain the simultaneous procurement from two sources offers savings in inventory holding and shortage costs economies are achieved if these savings outweigh the increase in ordering costs in this paper we analyze dual sourcing in the context of the reorder point order quantity inventory model with constant demand and stochastic lead times and compare it with single sourcing two cases are studied using the uniform and the exponential distributions which may be thought of as two extreme ways of representing stochastic lead times in our two vendor model the order quantity is split equally between the two vendors and the split orders are placed simultaneously when the inventory position reaches the reorder level a comparison of the total expected costs suggests that when the uncertainty in the lead times is high and the ordering costs are low dual sourcing could be cost effective

bank finance versus bond finance we present a model with agency costs where heterogeneous firms raise finance through either bank loans or corporate bonds and where banks are more efficient than the market in resolving informational problems we document some major long run differences in corporate finance between the united states and the euro area and show that our model can explain those differences based on information availability the model fits the data best when the euro area is characterized by lower availability of public information about corporate credit risk relative to the united states and when european firms value more than united states firms banks flexibility and information acquisition role

were there regime switches in u s monetary policy working paper 2004 14 june 2004 abstract a multivariate model identifying monetary policy and allowing for simultaneity and regime switching in coefficients and variances is confronted with u s data since 1959 the best fit is with a model that allows time variation in structural disturbance variances only among models that also allow for changes in equation coefficients the best fit is for a model that allows coefficients to change only in the monetary policy rule that model allows switching among three main regimes and one rarely and briefly occurring regime the three main regimes correspond roughly to periods when most observers believe that monetary policy actually differed and the differences in policy behavior are substantively interesting though statistically ill determined the estimates imply monetary targeting was central in the early 80s but was also important sporadically in the 70s the changes in regime were essential neither to the rise in inflation in the 70s nor to its decline in the 80s jel classification e52 e47 c53 key words counterfactuals lucas critique policy rule monetary targeting simultaneity volatility model comparison i the debate over monetary policy change in an influential paper clarida gali and gertler 2000 cgg presented evidence that us monetary policy changed between the 1970 s and the 1980 s indeed that in the 70 s it was drastically worse they found that the policy rule apparently followed in the 70 s was one that when embedded in most stochastic general equilibrium models would imply non uniqueness of the equilibrium and hence vulnerability of the economy to sunspot fluctuations of arbitrarily large size their estimated policy rule for the later period on the other hand eliminated this indeterminacy these results are a possible explanation of the volatile and rising inflation of the 70 s and of its subsequent decline the cgg analysis has two important weaknesses one is that it fails to account for stochastic volatility us macroeconomic variables and particularly the federal funds rate have gone through periods of tranquility and of agitation with forecast error variances varying greatly from period to period ignoring such variation does not lead to inconsistent estimates of model parameters when the forecasting equations themselves are constant but it strongly biases toward a finding of changed parameters tests of the stability of the forecasting equations the other weakness is that the cgg analysis rests on powerful and implausible identifying assumptions they require that we accept that the response of the monetary authority to expected future inflation and output does not depend on the recent history of inflation money growth or output it is hard to understand why this should be so especially in the 70 s when monetarism was a prominent theme in policy debates congress was requiring reports from the fed of projected time paths of monetary aggregates and financial markets were reacting sensitively to weekly money supply numbers the requirement for existence and uniqueness of equilibrium in dynamic models is that the monetary policy rule show a more than unit response of interest rates to the sum of the logs of all nominal variables that appear on the right hand side of the reaction function if we force a particular measure of expected future inflation to proxy for all the nominal variables that actually appear independently in the reaction function we are bound to get distorted conclusions on the one hand because expected future inflation will be a noisy measure of the full set of nominal influences on policy we might get downward bias in our estimates from the usual errorsin variables effect on the other hand to the extent that expected future inflation like most expected future values shows less variation than current nominal variables we could find a mistaken scaling up of coefficients

local identification in dsge models abstract the issue of identification arises whenever structural models are estimated lack of identification means that the empirical implications of some model parameters are either undetectable or indistinguishable from the implications of other parameters therefore identifiability must be verified prior to estimation this paper provides a simple method for conducting local identification analysis in linearized dsge models estimated in both full and limited information settings in addition to establishing which parameters are locally identified and which are not researchers can determine whether the identification failures are due to data limitations such as lack of observations for some variables or whether they are intrinsic to the structure of the model the methodology is illustrated using a medium scale dsge model

real time forecasting with a mixed frequency var this article develops a vector autoregression var for time series which are observed at mixed frequencies quarterly and monthly the model is cast in state space form and estimated with bayesian methods under a minnesota style prior we show how to evaluate the marginal data density to implement a data driven hyperparameter selection using a real time dataset we evaluate forecasts from the mixed frequency var and compare them to standard quarterly frequency var and to forecasts from midas regressions we document the extent to which information that becomes available within the quarter improves the forecasts in real time this article has online supplementary materials

the risk of financial crises is there a role for income inequality abstract could macroeconomic factors such as income inequality be the real root cause of financial crises we explore a broad variety of financial and macroeconomic variables and employ a general to specific model selection process to find the most reliable predictors of financial crises in developed countries over a period of more than 100 years our in sample results indicate that income inequality has predictive power beyond loan growth and several other financial variables out of sample forecasts for individual predictors show that their predictive power tends to vary considerably over time but income inequality has predictive power in each forecasting period

energy consumption and projected growth in selected caribbean countries this paper examines two issues that are central to the understanding of the need to increase efficiency in the use distribution and production of energy in the caribbean region the empirical results of this paper suggest the following first the three caribbean countries provide evidence of short run bi directional granger causality from energy consumption to real gross domestic product per capita second the forecasts with a bvar model indicate that significant growth in energy demand could be expected in haiti jamaica and trinidad and tobago until at least 2010 third the increased growth in energy consumption suggests the need for long term commitments from caribbean countries to undertake a series of policy economic market and research and development measures to advance the adoption and deployment of new energy technologies

the quantity flexibility contract and supplier customer incentives consider a supply chain consisting of two independent agents a supplier e g a manufacturer and its customer e g a retailer the latter in turn serving an uncertain market demand to reconcile manufacturing procurement time lags with a need for timely response to the market such supply chains often must commit resources to production quantities based on forecasted rather than realized demand the customer typically provides a planning forecast of its intended purchase which does not entail commitment benefiting from overproduction while not bearing the immediate costs the customer has incentive to initially overforecast before eventually purchasing a lesser quantity the supplier must in turn anticipate such behavior in its production quantity decision this individually rational behavior results in an inefficient supply chain this paper models the incentives of the two parties identifying causes of inefficiency and suggesting remedies particular attention is given to the quantity flexibility qf contract which couples the customer s commitment to purchase no less than a certain percentage below the forecast with the supplier s guarantee to deliver up to a certain percentage above under certain conditions this method can allocate the costs of market demand uncertainty so as to lead the individually motivated supplier and customer to the systemwide optimal outcome we characterize the implications of qf contracts for the behavior and performance of both parties and the supply chain as a whole

fragility and the effect of international uncertainty shocks abstract when economic systems are fragile even modest shocks for example a shock to international capital movements can have strong negative effects on key macroeconomic fundamentals this paper proposes a large scale bayesian vector autoregression with factor stochastic volatility to investigate the macroeconomic consequences of international uncertainty shocks in g7 countries and shows that uncertainty increases fragility the factor structure enables us to identify an international uncertainty shock by assuming that it is the joint volatility process that determines the dynamics of the variance covariance matrix of the common factors to allow for first and second moment shocks we moreover assume that the uncertainty factor enters the var equation as an additional regressor our findings suggest that an international uncertainty shock has negative effects across all economies and variables under consideration leading to strong declines in output prices exports interest rates and equity prices the precise degree of fragility varies across countries a simple correlation exercise suggests that structural differences may be partially responsible for the observed differences

debt and stabilization policy evidence from a euro area favar abstract the euro area poses a unique problem in evaluating policy a currency union with a shared monetary policy and country specific fiscal policy analysis can be further complicated if high levels of public debt affect the performance of stabilization policy we construct a framework capable of handling these issues with an application to euro area data in order to incorporate multiple macroeconomic series from each country but simultaneously treat country specific fiscal policy we develop a hierarchical factor augmented var with zero restrictions on the loadings that yield country level factors monetary policy then responds to area wide conditions but fiscal policy responds only to its country level conditions we find that there is broad quantitative variation in different countries responses to area wide monetary policy and both qualitative and quantitative variation in responses to country specific fiscal policy moreover we find that debt conditions do not diminish the effectiveness of policy in a significant manner suggesting that any negative effects must come through other channels

shocks and government beliefs the rise and fall of american inflation working paper 2004 22 september 2004 abstract the authors use a bayesian markov chain monte carlo algorithm to estimate a model that allows temporary gaps between a true expectational phillips curve and the monetary authority s approximating nonexpectational phillips curve a dynamic programming problem implies that the monetary authority s inflation target evolves as its estimated phillips curve moves the authors estimates attribute the rise and fall of post world war ii inflation in the united states to an intricate interaction between the monetary authority s beliefs and economic shocks shocks in the 1970s altered the monetary authority s estimates and made it misperceive the tradeoff between inflation and unemployment that misperception caused sharp rise in inflation in the 1970s the authors estimates indicate that policy makers updated their beliefs continuously by the 1980s policy makers beliefs about the phillips curve had changed enough to account for fed chairman paul volcker s conquest of u s inflation in the early 1980s jel classification e3 e5 key words updating beliefs policy evaluation self confirming equilibrium nash inflation ramsey outcomes i introduction today many statesmen and macroeconomists believe that inflation can largely be determined by a government monetary authority then why did the federal reserve board preside over high us inflation during the late 1960s and the 1970s and why under paul volcker did it rapidly bring inflation down during the early 1980s this paper answers these questions by estimating a model that features a particular process that makes a procession of economic shocks induce the monetary authority to alter its model of inflation unemployment dynamics the phillips curve at each date t the monetary authority updates its beliefs about the phillips curve and then recomputes a first period action recommended by a phelps problem a discounted dynamic programming problem that minimizes the expected value of a discounted quadratic loss function of inflation and unemployment 1 the monetary authority pursues the same objectives at each date using the same structural model with only its estimates of that model changing over time 2 this model of the systematic part of inflation puts the monetary authority s beliefs about the phillips curve front and center 3 we assume that the monetary authority s model of the phillips curve deviates in two subtle but important ways from what it would be in a rational expectations model e g kydland and prescott 1977 the first deviation is that while the true phillips curve is like kydland and prescott s we assume that the monetary authority omits the public s expected rate of inflation from its phillips curve by itself this omission need not prevent the outcomes of our model from coinciding with those of kydland and prescott s nor need it imply that the government s model is wrong in a way that could be detected from even an infinite sample whether the monetary authority s model is wrong in a statistically detectable way depends on how we allow the monetary authority to reestimate the parameters of its model in particular if the monetary authority were to believe that the coefficients of its phillips curve are constant over time then its estimates would converge to ones that support a self confirming equilibrium sce after convergence its estimated phillips curve would correctly describe occurrences along the sce path for inflation and unemployment such an after convergence version of our model has little hope of explaining the rise and fall of us inflation that model would have inflation fluctuating randomly around a constant sce level that coincides with kydland and prescott s time consistent suboptimal i e excessive level 4 this outcome motivates our second subtle deviation from a rational expectations equilibrium