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Course: D 1606, Fall 2009
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the Understanding E ects of Government Spending on Consumption Jordi Gal J.David Lpez-Salido October 2002 and Javier Valls Abstract Recent evidence on the e ects of an exogenous increase in government spending on consumption cannot be easily reconciled with existing optimizing business cycle models. We develop a simple dynamic model where the interaction of rule-of-thumb consumers and staggered price setting in...

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the Understanding E ects of Government Spending on Consumption Jordi Gal J.David Lpez-Salido October 2002 and Javier Valls Abstract Recent evidence on the e ects of an exogenous increase in government spending on consumption cannot be easily reconciled with existing optimizing business cycle models. We develop a simple dynamic model where the interaction of rule-of-thumb consumers and staggered price setting in goods markets can potentially account for that evidence. JEL Classification : E32, E62 Keywords: rule-of-thumb consumers, fiscal multiplier, government spending, Taylor rules CREI and UPF Bank of Spain Bank of Spain 1 Introduction What are the e ects of changes in government spending on aggregate economic activity ? How are those e ects transmitted? Even though such questions are central to macroeconomics and its ability to inform economic policy, there is no widespread agreement on their answer, either at the empirical or at the theoretical levels. The debate on the e ectiveness of fiscal policy is often expressed in terms of the size of the "fiscal multiplier," i.e. the quantitative e ect on aggregate output of a unit increase in government purchases or, more formally, the value of the derivative dYt . dGt As a matter of accounting, the size of the multiplier will depend on the response of consumption, investment and other components of aggregate demand to the increase in government spending. That response, and its pattern over time, will generally depend on several features of the economy, as well on the details of the fiscal intervention analyzed. In particular, it is likely to depend on the kind of frictions present in the economy, the persistence of the shock, its impact on taxes or debt, and any possible direct e ect on productivity or utility. Though most macroeconomic models imply a positive fiscal multiplier, i.e. dYt dGt > 0, they often di er regarding the e ects of government spending on consumption, the largest component of aggregate demand and, hence, a key determinant of the eventual impact of the policy intervention. In that regard, the textbook IS-LM model and the standard RBC model provide a stark example of such di erential qualitative predictions. Thus, the standard RBC model generally predicts a decline in consumption in response to a rise in government spending.1 In a nutshell, an increase in (nonproductive) government purchases (financed by current or future lump-sum taxes) has a negative wealth e ect which induces a rise in the quantity of labor supplied at any given wage. That e ect leads, in equilibrium, to a lower real wage, higher employThe mechanisms underlying those e ects are described in detail in Aiyagari et al. (1990), Baxter and King (1993), and Christiano and Eichenbaum (1992), among others. 1 1 ment and higher output. The increase in employment leads, if su ciently persistent, to a rise in the expected return to capital, and may trigger a rise in investment. In the latter case the size of the multiplier is greater or less than one depending on parameter values.2 On the other hand, the basic textbook IS-LM model predicts the opposite e ect, namely, an increase in consumption (and a decline in investment) as a result of an increase in government spending.3 The rise in consumption is caused by the higher disposable income generated from the direct e ect of government spending on the level of economic activity, combined with the assumed dependence of consumption on current disposable income.4 That response has the opposite sign to the one implied by the neoclassical model, and will tend to amplify the e ects of the expansion in government spending on output, thereby increasing the e ectiveness of fiscal policy as a policy tool.5 What does the existing empirical evidence say regarding the consumption e ects of changes in government purchases? Can it help discriminate between the two paradigms mentioned above, on the grounds of the observed response of consumption? A number of recent empirical papers aim at shedding some light on those questions. They all apply multivariate time series methods in order to estimate the responses of consumption and a number of other variables to an exogenous increase in government spending. They di er, however, on the assumptions made in order to identify The expansionary e ect of increases in government spending will crucially depend on the responses labor, and so on labor supply elasticity (see, for instance, Fats and Mihov (2001)). In general, the higher the labor supply elasticity the higher the responses of hours which in turn favours investment increases. 3 See, e.g., Blanchard (2001). 4 In the textbook model, in order for the change in consumption to be strictly positive, part of the increase in spending should be be financed with a current deficit. 5 The e ect on output will also depend on the investment response. Under the assumption of a constant money supply, generally maintained in textbook versions of that model, that rise in consumption is accompanied by an investment decline (resulting from a higher interest rate). If one assumes instead that the central bank holds the interest rate steady in the face of the increase in government spending, the implied e ect on investment is nil. However, any "intermediate" response of the central bank (i.e., one that does not imply full accommodation of the higher money demand induced by the rise in output) will also induce a fall in investment. 2 2 the exogenous component of that variable. In Section 2 we describe in some detail the findings from that literature that are most relevant to our purposes, and provide some new empirical results of our own. In particular, and like several other authors that preceded us, we find that fiscal expansions lead to a significant increase in consumption, while investment either falls or does not respond significantly to an increase in government spending. Thus, our evidence seems to be more consistent with the predictions of IS-LM type models than with those of the neoclassical paradigm. After reviewing and supplementing the existing evidence, we turn to our paper's main contribution: the development of a simple dynamic general equilibrium model that can potentially account for that evidence. Our framework shares many ingredients with recent dynamic optimizing sticky price models,6 though we modify the latter by assuming the presence of rule-of-thumb consumers (who do not borrow or save, consuming their wage instead), in coexistence with conventional infinite-horizon optimizing consumers. The model setup and the derivation of its equilibrium dynamics is presented in Section 3. In section 4. we analyze the implications of the interaction between rule-of-thumb consumers and staggered price setting in goods markets for the response of consumption and investment to a government spending shock. In particular, we show how under certain assumptions, our calibrated model can potentially account for the positive response of consumption to an increase in government spending . Section 6 summarizes the main findings of the paper and points to potential extensions and directions for further research. 2 The Evidence In the present section we summarize the existing evidence on the responses of consumption, investment and other variables to an exogenous increase in government spending, and provide some new evidence of our own. Most of the existence evi6 Rotemberg and Woodford (1999), Clarida, Gali and Gertler (1999), or Woodford (2001). 3 dence relies on structural vector autoregressive models, with di erent papers using alternative identification schemes. Blanchard and Perotti (2002) and Fats and Mihov (2001) identify exogenous shocks to government spending by assuming that the latter variable is predetermined relative to the other variables included in their VAR. Their most relevant findings for our purposes can be summarized as follows. First, a positive shock to government spending leads to a persistent rise in that variable. Second, the implied fiscal expansion generates a positive response in output, with the implied multiplier being greater than one in Fats and Mihov (2001), but close to one in Blanchard and Perotti (2002). Third, in both papers the fiscal expansion leads to large (and significant) increases in consumption. Fourth, the response of investment to the spending shock is found to be insignificant in Fats and Mihov (2001), but negative (and significant) in Blanchard and Perotti (2002). Perotti (2002) extends the methodology of Blanchard and Perotti (2002) to data for the U.K., Germany, Canada and Australia, with findings qualitatively similar to the ones obtained for the U.S. regarding the response of consumption (positive) and investment (negative) to an exogenous increase in government spending. In related work, Mountford and Uhlig (2002) apply the agnostic identification procedure originally proposed in Uhlig (1997) (based on sign and near-zero restrictions on impulse responses) to identify and estimate the e ects of a "balanced budget" and a "deficit spending shock." As in Blanchard and Perotti (2002) and Fats and Mihov (2001), Mountford and Uhlig (2000) find that government spending shocks crowd out both residential and non-residential investment, but do not reduce consumption. Overall, we view the evidence discussed as to tend to favor the predictions of the Keynesian model, over those of the Neoclassical model (though see below for discrepant results based on alternative identification schemes). In order to assess the robustness of the above findings, here we provide some new evidence using an identification scheme originally proposed by Rotemberg and Woodford (1992). In particular 4 we estimate the response of di erent macro variables to an innovation in the military component of government spending, arguably the one for which the assumption of predeterminedness may be less stringent. We use quarterly U.S. data for 1954:I1999:IV, drawn from the DRI database. Our baseline VAR includes military spending (GGFENQ), government spending (federal, state and local, GGFEQ+GGSEQ), output (GDPQ), hours (LPMHU), real interest rates -computed as the nominal rate (FYGM) minus current inflation based on the GDP deflator (GDPD)- and a fifth changing variable. For the latter we consider, in turn, GDP deflator inflation (GDPD), the real wage (LBCPU/GDPD), consumption of nondurable and services (GCNQ+GCSQ), and non-residential investment (NRIPDC1). The military spending variable is the real consumption expenditures and gross investment in national defense. All quantity variables are in log levels, and normalized by the size of the population of working age (P16). We included four lags of each variable in the VAR. Figure 1(a) displays our main findings. Total government spending rises significantly and persistently, with a half-life of about 3 years. Consumption rises on impact and remains significantly above zero for more than two years. By contrast investment falls slightly with a delayed e ect. Notice that under this identification the maximum e ects of output and its demand components are not on impact and appear lagged by two to five quarters. The government spending multiplier on output resulting from an exogenous shock to military spending is 1.33 in the first period, with a maximum of 2.16 reached on the second quarter. If the multiplier is calculated from the response to an exogenous shock in total government spending that magnitude is 1 in the first quarter and 1.4 in the second one. Thus, our estimated multiplier e ects are of a magnitude similar to the ones reported by Blanchard and Perotti (2002).7 With respect to the labor variables, both hours worked and real wages rise sig7 To calculate the multiplier e ect we use the fact that the ratio of military spending to output is 6 percent and that the ratio of government spending to output is 20 percent, according to data for the nineties. 5 nificantly during the first four quarters, following a hump-shaped pattern Moreover, given the response of labor productivity, the rise in real wages is not enough to generate a delayed fall in the price markup, followed by a subsequent recovery into positive territory. A significant rise on real wages in response to a spending shock was also found in Fatas and Mihov (2001) when measured as compensation per hour in the non-farm business sector. Most of the previous qualitative results are robust to the use of total government purchases (instead of military spending only) as a predetermined variable in the VAR, as shown in Figure 1(b). Other robustness exercises included the inclusion of net taxes. We also experimented with VARs in which variables that are possibly nonstationary are entered in first-di erences. The results in terms of the short-run e ects and the multipliers were not a ected (though the government spending response was much more persistent.) As noted above, we also find it necessary to mention here the existence of a branch of the literature on the e ects of fiscal policy shocks which has produced some evidence which is, in several important dimensions, at odds with the previous findings and the literature referred to above. The key defining feature of the discrepant papers is the use of a dummy variable to indicate the beginning of military build-up episodes, as defined by Ramey and Shapiro (1998). For example, Edelberg, Eichenbaum and Fisher (1999) have shown that after a rise in government purchases, as defined by these dummies, there is fall in real wages independently of the measure used for labor compensation. Furthermore, consumption of nondurables and services falls after a delay (though durables consumption increases on impact), while nonresidential investment increases. An analysis of the reasons for those di erences lies beyond the scope of this paper. 6 3 A New Keynesian Model with Rule-of-Thumb Consumers The economy consists of two types of households, a continuum of firms producing di erentiated intermediate goods, a perfectly competitive final goods firm, and a monetary and a fiscal authority. Next we describe their objectives and constraints. 3.1 Households [0, 1]. A fraction We assume a continuum of infinitely-lived households, indexed by i 1 of households have access to capital markets where they can trade a full set of contingent securities, and buy and sell physical capital (which they accumulate and rent out to firms). We use the term optimizing as a qualifier to refer to that subset of households. The remaining fraction of households do not own any assets, and just consume their labor income flow. We refer to them as "rule of thumb" (ROT) consumers. Di erent interpretations of the latter include: myopia, lack of access to capital markets, fear of saving, ignorance of intertemporal trading opportunities, etc. Campbell and Mankiw (1989) provide some evidence, based on estimates of a modified Euler equation, of the quantitative importance of ROT consumers in the U.S. and other industrialized economies. 3.1.1 Optimizing Households Let Cto , and Nto represent consumption and hours of work for optimizing households. Preferences are defined by the discount factor U(Cto , Nto ). Optimizing households seek to maximize X t=0 t (0, 1) and the period utility E0 U(Cto , Nto ) (1) subject to the sequence of budget constraints Pt (Cto + Ito ) + Et { k = Wt Nto + Rt Kto + Dt t,t+1 Dt+1 } Tt (2) 7 and the capital accumulation equation o Kt+1 = (1 ) Kto + Hence, at the beginning of the period the consumer receives labor income Wt Nto (where Wt denotes the nominal wage), and income from renting his capital holdings k Kto to firms at the (nominal) rental cost Rt . Dt denotes the (gross) payo from the Ito Kto Kto (3) portfolio carried over from period t 1 (including shares in firms) and Tt .lump-sum taxes (or transfers, if negative). Pt Ito denotes expenditures on capital goods. Capital o It adjustment costs are introduced through a the term Kto , which determines Ko t the change in the capital stock induced by investment spending Ito . We assume and 00 0 > 0, < 0, with 0 ( ) = 1, and ( ) = . In what follows we specialize the period utility to take the form: U(Cto , Nto ) = log Cto where (Nto )1+ 1+ 0 represents the elasticity of the marginal disutility of labor. The first order conditions for the optimizing consumer's problem are: Cto (Nto ) = Wt Pt o It+1 o Kt+1 (4) 1 = Rt Et Cto Pt o Ct+1 Pt+1 (5) Qt = where Qt Et h Cto o Ct+1 i 1 k Rt+1 + Qt+1 (1 Pt+1 )+ t+1 0 t+1 (6) o 0 It ( Ko ) t is the shadow value of capital in place (Tobin's Q). Notice that, under our assumption on , the elasticity of the investment-capital ratio with respect to Q is given by 00 1 ( ) . 8 3.1.2 Rule of Thumb Households ROT households do not attempt (or are just unable) to smooth their consumption path in the face of fluctuations in labor income. Each period they solve the following static problem: log Ctr (Ntr )1+ 1+ max (7) subject to the zero-savings constraint:8 Pt Ctr = Wt Ntr The associated first order condition is given by: Ctr (Ntr ) = which combined with (8) yields Ntr = 1 (9) Wt Pt (8) hence implying a constant employment for ROT households, and a consumption level equal to the real wage:9 Ctr = 3.1.3 Aggregation Wt Pt Aggregate consumption and hours are a weighted average of the corresponding variables for each consumer type. Formally: Ctr + (1 ) Cto Ct and (10) 8 Notice that rule of thumb households are assumed not to be subject to taxes. We find that assumption not unrealistic. 9 Alternatively we could have directly assumed a constant labor supply rule Ntr = 1 , interpreted as a "simple rule". 9 Nt Similarly, It and Kt Ntr + (1 ) Nto (11) (1 ) Ito (1 ) Kto We can combine (10) and (11) with the optimality conditions (4) and (9) to obtain, Nt and Wt + (1 Pt Wt Pt + (1 ) Nto Ct = )1+ (Nt = (1 (Nt ) Using the fact that Cto = (Nto ) ) Ct ) +(1 )1+ Ct f (Nt ), the Euler equation and the equation describing investment dynamics can be written in terms of aggregate variables as follows: Ct f (Nt ) Pt Ct+1 f (Nt+1 ) Pt+1 It+1 Kt+1 1 = Rt Et Qt = Et Ct f (Nt ) Ct+1 f (Nt+1 ) k Rt+1 + Qt+1 (1 Pt+1 )+ t+1 0 t+1 Notice that, to a first order approximation, log f (Nt ) ' log f (N) where u N N nt u [0, 1] is the share of optimizing households' hours in total hours in (N (N ) ) +(1 )1+ the steady state, and u [0, 1]. As 0 , we have 0 and 1, in which case the previous intertemporal conditions collapse to the standard ones. 10 The corresponding log-linearized versions of the above equilibrium conditions are (ignoring constants): (1 u ct + ct = Et {ct+1 } qt = and Et {qt+1 } + [1 ) Et { nt = wt t+1 }) pt Et { nt+1 } (rt Et { t+1 }) (rt u (1 k )] Et {(rt+1 pt+1 )} it where = (1 u kt = qt ) k , rrt k rt pt , and where lower case letters denote the logarithms of the original variables. The capital accumulation equation can also be linearized to yield: kt+1 = it + (1 ) kt Remark: notice that we can solve the consumption Euler equation forward and write: ct = u nt u (1 X j=0 Et {(rt+j kt ) l rrt t+1+j )} = ) (yt 3.2 Firms We assume the existence of a continuum of monopolistically competitive firms producing di erentiated intermediate goods. The latter are used as inputs by a (perfectly competitive) firm producing a single final good. 11 3.2.1 Final Goods Firm The final good is produced by a representative , perfectly competitive firm with a constant returns technology: Z 1 1 Yt = Yt (j) dj 0 1 where Yt (j) is the quantity of intermediate good j used, for all j [0, 1]. Profit max- imization, taking as given the final goods price Pt and the prices for the intermediate goods Pt (j), all j [0, 1], yields the set of demand schedules Pt (j) Yt (j) = Yt Pt R 11 1 as well as the zero profit condition Pt = 0 Pt (j)1 dj . 3.2.2 Intermediate Goods Firm The production function for a typical intermediate goods firm (say, the one producing good j) is given by: Yt (j) = A Kt (j) Nt (j)1 (12) where Kt (j) and Nt (j) represents the capital and labor services hired by firm j, and A is a technology parameter common to all firms. Cost minimization, taking the wage and the rental cost of capital as given, implies the optimality condition: Kt Wt = k Nt 1 Rt Marginal cost is common to all firms and given by (in nominal terms): MCtn = where (1 A )1 k (Rt ) Wt 1 . 12 Price Setting Intermediate firms are assumed to set nominal prices on a staggered basis, as in Calvo (1983). Each firm resets its price with probability 1 each period, independently of the time elapsed since the last adjustment. Thus, each period a measure 1 prices unchanged Let t,t+k o Ct Pt o Ct+1 Pt+1 of producers reset their prices, while a fraction keep their be the stochastic discount factor used to value as of t a nominal payo at t + k. A firm resetting its price in period t will seek to maximize X k=0 k max Et Pt Et t,t+k Yt+k (j) Pt n MCt+k subject to the sequence of demand constraints Yt+k (j) = Pt represents the price chosen by firms resetting prices at time t. The first order conditions for the above problem is: X k=0 k Pt Pt+k Yt+k and where Et t,t+k Yt+k (j) Pt 1 n MCt+k =0 (13) The equation describing the dynamics for the aggregate price level is given by Pt1 ) (Pt )1 11 Pt = 1 + (1 (14) Log-linearization of (13) and (14) around the zero inflation steady state yields the familiar equation describing the dynamics of inflation as a function of the deviations of the average (log) markup from its steady state level t = Et { t+1 } p t where p = (1 )(1 ) and, ignoring constant terms, the markup can be written as mcn t k [ (rt t = pt = pt ) + (1 ) (wt pt )] 13 Notice also that to a first order approximation, aggregate output can be written as yt = (1 ) nt + kt 3.3 Fiscal and Monetary Policy The government absorbs a quantity Gt of the final good, financing those purchases by means of lump sum taxes. Government purchases evolve exogenously according to a stochastic process: gt = (1 g) g+ g gt 1 + ut The nominal interest rate is set according to a simple Taylor rule: rt = + t 3.4 Market Clearing Market clearing requires Yt = Ct + It + Gt for all t. linearization Log around the steady state yields (ignoring constants): yt = (1 where sg G Y sg si ) ct + sg gt + si it I Y is determined exogenously, and si = K Y = ( + )(1+) . 4 Analysis of Equilibrium Dynamics The present section is devoted to the analysis of the properties of the model's equilibrium dynamics. We start by describing the calibration that we use as a benchmark. 14 Each period is assumed to correspond to a quarter. With regard to preference parameters, we set the discount factor disutility of hours, equal to 0.99 and the elasticity of the marginal , equal to 1. The elasticity of substitution across intermediate goods, , is set to 6, a value consistent with a steady state markup of 20 percent. The rate of depreciation is set to 0.025. Following King and Watson (1996), we set (the elasticity of investment with respect to q) equal to 1.0. The elasticity of output with respect to capital, , is assumed to be 1 , a value roughly consistent with income 3 share given the assumed low steady state markup. All the previous parameters are kept at their baseline values throughout the present section. Next we turn to the parameters for which we conduct some sensitivity analysis. Our baseline setting for the weight of ROT households is 0.5, a value consistent with the estimates in Campbell and Mankiw (1989). The fraction of firms that keep their prices unchanged, , is given a baseline value of 0.75, which corresponds to an average price duration of one year. We set the size of the response of the monetary authority to inflation, , to 1.5, a value commonly used in empirical Taylor rules (and one that satisfies the so-called Taylor principle). For the two parameters describing fiscal policy, we assume baselines values of 0.2 for the average government spending share (sg ), and 0.9 for g, the autoregressive coe cient in the government spending process. The previous values are roughly consistent with the U.S. evidence, including the impulse response of government spending to its own shock shown in Figure 1. Nevertheless, below we also consider two alternative calibrations for the same parameters: g = 0.3 (low persistence calibration) and sg = 0.5 (which we refer to, for convenience, as large government). Much of the sensitivity analysis below focuses on the weight of ROT households ( ) and its interaction with , , g, and sg . Next we provide an analysis of the conditions that guarantee the uniqueness of equilibrium. That analysis is followed by a study of the model's implications for the response of di erent macro variables to an exogenous shock to government spending. 15 4.1 Determinacy Analysis In this section we briefly discuss some of the implications for the model's equilibrium properties of the coexistence of the ROT consumers and nominal rigidities. A more detailed analysis of the conditions for determinacy in an economy similar to the one considered here can be found in Gal, Lpez-Salido and Valls (2002). The latter paper shows that the presence of ROT consumers can alter dramatically the equilibrium properties of an otherwise standard dynamic sticky price economy. In particular, it is shown that under certain parameter configurations the economy's equilibrium may be indeterminate (and thus may display stationary sunspot fluctuations) even when the interest rate rule is one that satisfies the Taylor principle (which corresponds to > 1 in our model).10 Figure 2 illustrates that phenomenon for the model developed in the previous section. In particular the blank region in the figure displays configurations of ( , ) values for which the equilibrium is unique, while the grey region shows the set of admissible parameters associated with an indeterminate equilibrium. The remaining parameters, including the inflation coe cient in the interest rate rule, are left at their baseline values. We see that indeterminacy arises whenever a high degree of price stickiness coexists with a su ciently large weight of ROT households. Both frictions are thus seen to be necessary in order for indeterminacy to emerge as a property of the equilibrium dynamics. The figure also makes clear that the equilibrium is unique under our baseline calibration ( = 0.5, = 0.75). The analysis in the remainder of the paper is restricted to calibrated version of the model for which the equilibrium is determined. The "Taylor principle" refers to a property of interest rate rules for which a permanent increase in inflation eventually leads to a more than one-for-one rise in the nominal interest rate. See Woodford (2001) 10 16 5 The E ects of Government Spending Shocks In the present section we analyze the e ects of shocks to government spending in the dynamic sticky price model with ROT consumers. In particular, we focus on the conditions under which an exogenous increase in government spending has a positive e ect on consumption, as found in much of the evidence discussed above. Throughout we restrict ourselves to calibrations for which the equilibrium is indeterminate. Figure 3(a) shows the contemporaneous response of output, consumption and investment to a positive government spending shock, as a function of the autoregressive coe cient in the government spending process, g, and with the remaining parame- ters at their baseline values. The figure shows clearly the possibility of crowding-in of consumption, i.e., an increase in consumption in response to a rise in government spending. That crowding-in e ect obtains for values of g below 0.7. Notice also that the response of investment to the same shock is negative over most of the admissible range of g, with the exception of values very close to unity (i.e., near-random walk processes for government spending). Figure 3(b) displays similar graphs for some alternative calibrations. Each calibration assumes a limiting value for one (or two) parameters, while keeping the rest at their baseline values. Thus, the flexible price scenario assumes ing consumers economy assumes = 0, the optimiz- = 0, the neoclassical calibration combines both = 0) and, finally, the large govern- flexible prices and lack of ROT consumers ( = ment calibration assumes a higher steady state government spending share (sg = 0.5). Notice that when prices are fully flexible, or when all consumers are optimizing (or when both features coexist, as under the neoclassical calibration) consumption is always crowded-out in response to a rise in government spending, independently of the degree of persistence of the latter. On the other hand, when we look at our large government economy we find it easier to generate a procyclical response of consumption in response to a rise in government spending; in that case, values for su cient to generate the desired e ect. 17 g below 0.8 are To complete the picture, Figure 4 displays the dynamic responses of output and its three components after a positive government spending shock under the four scenarios considered above and, for each of them, under two alternative assumptions on the shock persistence ( g = 0.3 and g = 0.9). Not surprisingly, the persistence in the response of all variables is positively related to the persistence of the shock. Furthermore, in all cases the adjustment of the di erent variables is monotonic, implying that the sign of the conditional correlations can already be inferred from the impact responses shown above. Notice also that the responses under the flexible price and the neoclassical scenarios are almost identical, thus suggesting that the presence of ROT consumers does not have in itself (i.e., in the absence of sticky prices) a significant impact on the equilibrium responses to a government spending shock. On the other hand, the introduction of sticky prices (while assuming that all households are optimizing) is su cient to have significant quantitative implication for the same responses (though it does not change the sign of the comovements). In particular, the crowding-out e ect on consumption and investment are much more muted when the shock is little persistent. Figure 5 allows us to illustrate the influence of the weight of ROT consumers (as measured by ).on the impact responses of output and its components to a one percent government spending shock. The graph on the upper panel correspond to a low persistence scenario ( shocks ( g g = 0.3), those on the lower panel assume highly persistent = 0.9). As usual, the remaining parameters are kept at their baseline s for which the equilibrium is values. The analysis is restricted to the range of determinate. We observe that the impact response of consumption and output are increasing in , whereas the response of investment is decreasing in the same parameter. Furthermore, in the low persistence scenario, the response is positive for values of as low as 0.2; in the high persistence scenario, by contrast, the impact response of consumption remains negative for all values of .11 11 If we allow for a high spending share (as under our Large Government calibration), the response of consumption becomes very sensitive to the weight of ROT consumers: with a low the response 18 The graphs in Figure 6 represent the sensitivity of the impact responses to variations in the degree of price stickiness, where the latter is indexed by parameter . A key result seems to emerge: independently of the degree of persistence of the government spending shock, the size of the response of output and its two components (consumption and investment), is increasing in the degree of price rigidities. That dependence on appears to be much stronger, however, in the low persistence scenario. Hence, and with the exception of the scenario without ROT consumers, a positive response of consumption to a rise in government spending is possible for su ciently high values of . Figure 7 displays a similar set of graphs showing the response of output, consumption and investment as a function of , the coe cient of inflation in the interest rate rule. Qualitatively, the picture appears as the mirror image to the one shown in Figure 6: the stronger the central bank's response to inflation, the weaker is the impact of a government spending shock on output and its components. That finding may not be surprising since in staggered price setting models of the sort analyzed here, the central bank can approximate arbitrarily well the flexible price equilibrium allocation by following an interest rate rule that responds with su cient strength to inflation. 6 Summary and Tentative Assessment of the Model In the previous analysis we have shown how the interaction between ROT households (whose consumption equals their labor income) and sticky prices (modeled as in the recent New Keynesian literature) makes it possible to generate an increase in consumption in response to an expansion in government spending, in a way consistent with much of the recent evidence. The mechanism through which that e ect is brought about can be summarized as follows. The expansion in government spending shifts the demand schedule facing each firm, and thus the possibility of selling more output at an unchanged price. In the short run, the only way to increase output is negative, but it turns positive for a su ciently high even in the high persistence scenario. 19 is by hiring more labor (from optimizing consumers, since ROT consumers have an inelastic labor supply). Simultaneously, optimizing consumers increase their labor supply (at any given wage), as a result of the negative wealth e ect generated by the higher levels of taxes needed to finance the fiscal expansion. Whether that hiring leads to an increase or a decrease in the real wage depends on the strength of the wealth e ect (the size of the shift in labor supply) relative to the elasticity of the marginal disutility of labor (the slope of the labor supply schedule). If the latter e ect is dominant (e.g., when the increase in G is not too persistent), the real wage will increase and, with it, the consumption of ROT households. If the weight of the latter is large enough, aggregate consumption will increase. Clearly, for the previous mechanism to be operative in equilibrium it must be the case that prices are su ciently rigid. Otherwise, average markups (or, equivalently, real marginal costs) would remain largely unchanged in the face of the rise in government spending, which in turn would require a downward adjustment of real wages in parallel with the decline in the marginal product of labor. That explains why we need both strong nominal rigidities and large weight of ROT consumers in order to obtain the desired procyclical response of consumption. Having discussed the mechanism behind our main results, we turn to some important caveats of the analysis and puzzles that remain unsolved. First, our theoretical analysis assumes that the increase in government spending is financed by means of lump-sum taxes (current or future). If only distortionary labor and/or capital income taxes are available to the government, the response of the di erent macroeconomic variables to a government spending shock will generally di er from the one that obtains in the economy with lump sum taxes analyzed above, and will depend on the composition and timing of the taxation. We are currently extending our framework to analyze that case. Second, there is a sense in which our model cannot, strictly speaking, account for t...

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Chapter 18 Enols, Enolates, AldolInstructor: Dr. Daniel SeidelThe pKa values of the -hydrogens of aldehydes and ketones range from 16 to 21, comparable to those of alcohols (15-18). Strong bases can remove hydrogens leading to anions called eno
Rutgers - CHEM - 308
308 FINAL EXAM V1 SPRING 20081_ PRINT NAME MULTIPLE CHOICE: 4 POINTS EACH 1. Which is the major product of the following reaction?1.) OHO H3 C O C H + O C CH3 2.) H 3O+ / HeatH3 C A. H3 C C CH OO C H B. CH3 OOH CH CH2O CO C. CH3 O CH C
LSU - APPL - 003
POLI 7974 State &amp; SocietyPOLITICAL SOCIO-ECONOMICS STATES, MARKETS, AND SOCIETIESTuesday 6:10 9:00 pm, spring 2009 Wonik Kim, wkim@lsu.edu, 225-578-5354 OH: 4:00 5:30 pm on Wednesday, or by appointment Stubbs 229, Department of Political Science
Penn State - BPB - 144
Teacher: Brian Burn Date: 10/29/05 Lesson #: 4.7of 4.10 Paul Briczinski Unit Topic: Muscular Strength and Endurance Lesson Topic: Mission Push-Ups PossibleLesson Time: 11:15 # of Students: 15 Grade: 7thAligns with National Standard: 3: Participat
UC Davis - ARE - 150
Paul W. Bertuccio 9 ALRB No. 61Hollister, CaliforniaSTATE OF CALIFORNIA AGRICULTURAL LABOR RELATIONS BOARDPAUL W. BERTUCCIO, Respondent, i and ; UNITED FARM WORKERS OF AMERICA, AFL-CIO, Charging Party. ; i )CaseNOS.79-CE-140-SAL 79-CE-196
North-West Uni. - ASTR - 220
Astron 220Introduction to Astrophysics Lecture 10Bart Willems Spring 2008Astron 220Chapter 7 Special relativityElectromagnetic wavesSolution of Maxwell's equations yield two wave equations describing the propagation of electromagnetic wave
North-West Uni. - SCO - 590
Leveraging Graphics Hardware for Vision Based Human Computer InteractionSven Olsen ECE 432 September 27, 2005Abstract We present a system which allows users to draw on arbitrary display surfaces. The system is implemented using consumer electroni
North-West Uni. - CG - 207
Taken from Advances in Cognitive Science (1986)Ch . 81FROM CA TO DMAP1378From Conceptual Analyzer to Direct Memory Access Parsing : An Overviewstructures is neither unique to parsing (we are always remembering uses of memory - that's why m
Rutgers - PHYSICS - 681
University of Texas - CS - 327
Chapter 34Data Mining Transparencies Pearson Education Limited 1995, 20051Chapter 34 - Objectivesx xxThe concepts associated with data mining. The main features of data mining operations, including predictive modeling, database segmentati
North-West Uni. - CMO - 938
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North-West Uni. - WOL - 737
FalsifiabilityWojciech Olszewski and Alvaro Sandroni April 9, 2008Abstract We examine the fundamental concept of Popper's falsifiability within an economic model in which a tester hires a potential expert to produce a theory. Payments are made con
Penn State - MMS - 5119
Toftrees Loop322Lon berger Pa t hOl d La urel Run Trai lElevation amplified by a factor of threeShingletown Ga p Tra i lBUS 322263223224526BUS 32232245Local Mountain Biking around State CollegeElevation (ft)2460 2170 190
Penn State - MMS - 5119
A Comparison of Crime Data from Detroit and Eastern Michigan from 2001 and 2002What a Difference a Year MakesNumber of Aggravated Assaults in 2001Per 10,000 people0.0 - 4.0 4.0 - 7.5 7.5 - 13.0 13.0 - 19.3 19.3 - 21.2 21.2 - 33.4 33.4 - 68.0 68.
Penn State - MMS - 5119
Aspens and Wildfire1 29N 0eeChenCereeLan ss eCykRunCreekkre re H i lls Ck26 29 30 27 2828Gld32315 N5sCreekGillman Basin Site 2E lyAspen Flat Site 3 Aspen Flat Site 416 17sLig ht
University of Texas - CS - 303
Solutions for the Sample Exam 3 - CS 303e1. this2. (s.length() = 1) &amp; Character.isLetter(s.charAt(0)3. we didn't cover command line arguments.4. s instanceof Square5. str.indexOf(&quot;great&quot;) &gt;= 06. A method name is overloaded if there are tw
North-West Uni. - ME - 381
NORTHWESTERN UNIVERSITY MECHANICAL ENGINEERING DEPARTMENT ME 381 Introduction to MEMS Prof. Horacio D. EspinosaFINAL PROJECTMicromachined Vibrating Gyroscopes: Design and FabricationKimberly S. Elliott Parag Gupta Kyle B. Reed Raquel C. Rodrigu
North-West Uni. - ME - 382
Biomedical Microdevices 4:1, 1726, 2002 # 2002 Kluwer Academic Publishers. Manufactured in The Netherlands.Concentration Effects of a Biopolymer in a Microuidic DeviceBioengineering Program, 2Department of Bioengineering, and Department of Chemica
North-West Uni. - ME - 382
ISSUES IN NANOTECHNOLOGYFrom Micro- to Nanofabrication with Soft MaterialsStephen R. Quake* and Axel SchererSoft materials are nding applications in areas ranging from microuidic device technology to nanofabrication. We review recent work in thes
MN State - ECON - 411
October 1995, The Atlantic MonthlyIf the GDP is Up, Why is America Down?Why we need new measures of progress, why we do not have them, and how they would change the social and political landscape by Clifford Cobb, Ted Halstead, and Jonathan Rowe T
MN State - ECON - 416
MN State - ECON - 411
MN State - ECON - 411
Economics 411 United States Economic History Fall 2006 Prof. Gregory Stutes Due at the start of class on Wednesday, Oct. 18, 2006. Answer all of the following questions. There is no length requirement for the questions; however, I expect your answers
University of Texas - IHLM - 83050
Copyright by Matthias Ihl 2008The Dissertation Committee for Matthias Ihl certies that this is the approved version of the following dissertation:Topics in Flux Compactications of Type IIA Superstring TheoryCommittee:Sonia Paban, Supervisor
MN State - MC - 351
Matthew Schaefer HIS 317: Medieval Europe Professor Morrow 09/19/07 Augustine of Hippo Religions throughout history have differed in many ways, from the symbol or object of worship to the doctrine or guidelines that dictate that worship. As throughou
University of Texas - CS - 352
Spring 2009SchwetmanCS352 Assignment #5 Feb. 23, 2009Weight: 50 points Due date: Monday, March 2, 2009 (beginning of class)1. We have the following C function: void vectorSum(int c[], int a[], int b[], int len) { int i; res = 0; for(i = 0; i
University of Texas - CS - 352
5.12Historical Perspective and Further Reading5.12Maurice Wilkes learned computer design in a summer workshop from Eckert and Mauchly and then went on to build the rst full-scale, operational, storedprogram computerthe EDSAC. From that experien
Penn State - GROUP - 578
Inuence of Soft Error on Low Power CachesCG598C Project Report Lin Li and Vijay DegalahalABSTRACTWith dramatic scaling in feature sizes, both energy efciency and reliability are becoming very important parameters in system design. Because cache m
UC Davis - ARE - 318
economics of climate change i f li t hUsing di Ui rudimentary economic models, the t i d l th IPCC projected that business-as-usual e a ed 3 6 entailed a 3-6oC warming by 2100. a g 00. Scientists call for severe curbs on GHG emissions emissions. T
North-West Uni. - EARTH - 202
North-West Uni. - EARTH - 202
HOW DID THESE ELEMENTS EVOVLE-NUCLEOSYTHESIS Astrophysicists and theoretical physicists have done lots of work on this question. We wont discuss any of the details but its worth summarizing results very sloppily! (with apologies to astronomy classes)
LSU - EE - 4701
Preliminary DesignElectrical and Computer EngineeringDesigns Take Their Form in Preliminary DesignPreliminary DesignConceptual Design Dene and Gather Generate Concepts Evalaute Product Architecture Physical Arrangment of Elements Conguration De
Stanford - CS - 106
Eric Roberts CS106AHandout #42 November 3, 1999PointersReading: Today, sections 13.1 through 13.3 Friday, sections 13.4 and 13.5 The three most important mechanisms for creating compound data structures from simpler units are arrays, records, an
Stanford - CS - 106
Eric Roberts CS106AHandout #22A October 13-15, 1999Solutions to Section #3/* * File: lincoln.c * -* This program draws a simplified picture of the Lincoln * Memorial in Washington DC. */ #include &lt;stdio.h&gt; #include &quot;genlib.h&quot; #include &quot;graphics.
Stanford - CS - 106
Eric Roberts CS106AHandout #2 September 22, 1999CS106A - General InformationProfessor: Eric Roberts E-mail: eroberts@cs.stanford.edu Office: Gates 180 Phone: 723-3642 Office hours: Wednesday, 3:305:00 P.M. or by appointment arranged with Eddie W
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ME210 Introduction to MechatronicsTue. &amp; Thurs., 9:00 10:50 am, Bldg. 530 Room 127Personnel InstructorTom Kenny Office Phone EMAIL Office Phone EMAIL Office Phone EMAIL Office Phone EMAIL 540 Terman 725-3805 kenny@cdr.stanford.edu 561 Terman 72
University of Texas - PSY - 394
I-POMDP: An Infomax Model of Eye MovementNicholas J. ButkoDepartment of Cognitive Science University of California, San Diego La Jolla, CA 92093-0515 Email: nbutko@cogsci.ucsd.eduJavier R. MovellanInstitute for Neural Computation La Jolla, CA 92
Stanford - BIOCHEM - 118
Leslie Hotson 5-29-02 Biochemistry 118Q Doug BrutlagEugenics in the United StatesEugenics is loosely defined as the attempt to enhance society and eliminate problems through selective breeding. The exact definition however is debated. Some scienti
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Current Innovations in Microarray AnalysisA look at two-sided clustering and context-specific Bayesian clusteringAmit Kaushal June 4, 2001OverviewTo date, biologists have used (one-sided) clustering to analyze their data While clustering is info
Stanford - BIO - 203
ARTICLES 2007 Nature Publishing Group http:/www.nature.com/naturegeneticsEfcient mapping of mendelian traits in dogs through genome-wide associationElinor K Karlsson1,2, Izabella Baranowska3, Claire M Wade1,4, Nicolette H C Salmon Hillbertz3, Mi
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Flavor Physics and CP Violation Conference, Bled, 20071Double beta Decay: Experiments and Theory ReviewA. Nucciotti` Dipartimento di Fisica G. Occhialini, Universita di Milano-Bicocca and Istituto Nazionale di Fisica Nucleare, Sezione di Milano
Stanford - C - 030626
Physics in Collision - Zeuthen, Germany, June 26-28, 2003SEARCHES FOR NEW PARTICLES AT THE ENERGY FRONTIER AT THE TEVATRON Patrice VERDIER LAL, Universit Paris-Sud, 91898 Orsay Cedex, France eABSTRACT Run 2 at the Tevatron started in spring 2001.
Stanford - C - 990809
New Particle SearchesVanina Ruhlmann-Kleider DSM/DAPNIA/SPP, Saclay, 91191 Gif-sur-Yvette Cedex, France1IntroductionThis review covers a few selected topics from the searches performed at the Tevatron, HERA, and LEP2. Details on the data samp
Penn State - STAT - 515
Homework 6, Stat 515, Spring 2008Due Wednesday, March 18, 2009 beginning of class Note: This assignment overlaps with your midterm and spring break, so please work on problems below as they are assigned. 1. Textbook problems: 5.44, 5.80. Clearly jus
Penn State - STAT - 414
Homework 5Stat 414, Spring 2009 Due Friday, Feb 27th beginning of class 1. Text problems: 3.2-2, 3.2-6, 3.2-9, 3.2-18, 3.2-23, 3.2-24. 2. Non-text problem 1: Let X be an exponential random variable with parameter . This will typically be denoted as
Penn State - STAT - 414
Homework 2Stat 414, Spring 2009 Due Wednesday, Jan 28th beginning of class 1. Text problems: 1.2-12, 1.2-17, 1.3-2, 1.3-6, 1.3-14, 1.3-16, 1.3-20. 2. Non-text problem 1: An urn contains 10 balls: 4 red and 6 blue. A second urn contains 16 red balls
Stanford - AA - 278
Stanford - BXMNF - 1012
IN THE UNITED STATES DISTRICT COURT FOR THE EASTERN DISTRICT OF TEXAS TEXARKANA DIVISIONLANE McNAMARA, SCOTT WILDING, REUVEN RANDALL SINGER, MELVIN B. MILLER, MEISSNER MUSIC PRODUCTIONS, INC., NEW MADRAS LIMITED PARTNERSHIP, ALAN HIRSCH, BENJAMIN K
Stanford - BXMNF - 1012
IN THE UNITED STATES DISTRICT COURT FOR THE EASTERN DISTRICT OF TEXAS TEXARKANA DIVISION LANE McNAMARA, et al., Plaintiffs, No. 5-97CV-159v. BRE-X MINERALS LTD., et al., Defendants.ORDERBefore the Court is Plaintiffs Motion to Reconsi
Stanford - BXMNF - 1012
IN THE UNITED STATES DISTRICT COURT FOR THE EASTERN DISTRICT OF TEXAS TEXARKANA DIVISION Lane McNamara, et al., Plaintiffs, v. Bre-X Minerals Ltd., et al., Defendants. Civil Action No. 5-97-CV-159 (Jury)SECOND SUPPLEMENTAL AFFIDAVIT OF PAU
Stanford - BXMNF - 1012
IN THE UNITED STATES DISTRICT COURT OCR FOR THE EASTERN DISTRICT OF TEXAS TEXARKANA DIVISIO NLANE McNAMARA, et al ., Plaintiffs.v. 5 :97-CV-15 9BRE-X MINERALS LTD . et . al . Defendants .ORDER Before the Court are Defendants' Motion to
Stanford - BXMNF - 1012
UNITED STATES DISTRICT COURT FOR THE EASTERN DISTRICT OF TEXA S TEXARKANA DIVISIO NLANE McNAMARA, et al .,Plaintiffs ,V. Civil Action No . 5-97-CV-159-DF JURY DEMAN DBRE-X MINERALS LTD ., et al .,Defendants .DEFENDANTS' RESPONSE T OPLAI
Stanford - BXMNF - 1012
IN THE UNITED STATES DISTRICT COURT FOR THE EASTERN DISTRICT OF TEXAS TEXARKANA DIVISION Lane McNamara, et al., Plaintiffs, v. Bre-X Minerals Ltd., et al., Defendants. Civil Action No. 5-97-CV-159 (Jury)AFFIDAVIT OF PAUL MILLER STATE OF TE
Stanford - BXMNF - 1012
IN THE UNITED STATES DISTRICT COURT FOR THE EASTERN DISTRICT OF TEXAS TEXARKANA DIVISIO N McNAMARA, et al ., Plaintiffs, V. 5 :97-CV-159-DFBRE-X MINERALS, LTD ., et al ., Defendants . ORDE RBefore the court is &quot;Plaintiffs' Trial and Case Ma
Stanford - BXMNF - 1012
IN THE U N ITED STATES DISTRICT COURT FOR THE EASTERN DISTRICT OF TEXAS ~ TEXARKAN A DIVISIO N LANE 'Vic\AMARA, et al ., . BRE-X MINERALS LTD ., et al ., Defendants . No. 5-97CV-1 59 , IPlaintfs ORDERDue to recent filings b\ Defendants seekin
Stanford - BXMNF - 1012
UNITED STATES DISTRICT COURT FOR THE EASTERN DISTRICT OF TEXA S TEXARKANA DIVISIO N LANE McNAMARA, et at., Plaintiffs, Civil Action No . V. 5-97-CV-159-DF JURY DEMAND BRE-X MINERALS LTD ., et al., Defendants . DEFENDANTS' RESPONSE TO PLAINTI
Stanford - BXMNF - 1012
AFFIDAVIT OF MJ LAWRENCE Michael John Lawrence, being duly sworn, deposes and says the following: I am Managing Director and Chief Valuer of Minval Associates Pty Limited (MINVAL), 191 Elizabeth Street, Croydon, New South Wales, Australia, 2132, a ge
Stanford - BXMNF - 1012
Docket as of September 5, 1999 8:21 am Page 1 Proceedings include all events.5:97cv566 Meissner Music Prod. v. Bre-X Minerals Ltd., et al CLOSED CLOSED
Stanford - PP - 105
The REG ProcedureMODEL Statement&lt; label: &gt; MODEL dependents=&lt;regressors&gt; &lt; / options &gt; ; After the keyword MODEL, the dependent (response) variables are specified, followed by an equal sign and the regressor variables. Variables specified in the M
Stanford - ENGR - 155
Mathematical and Computational Methods for Engineers E155C, Winter 2004 Name Test statistic X - X - Y - ( X - Y ) = 1 1 s + nx n y A - s t n -2 = 1 x2 + n S xx B- s S xx Conditions known X~ N OR known or estimated X ~ any