Thursday, September 30, 2010

How Much Would a Lower Dollar Boost Demand?

Lots of economists of the liberal Keynesian persuasion (Paul Krugman, Dean Baker, Robert Blecker [1] -- very smart guys all) think dollar devaluation is an important step in getting back toward full employment in the US. But have any of them backed this up with a quantitative analysis of how much a lower dollar would raise demand for American goods?

It's not an easy question, of course, but a first cut is not that complicated. There are four variables, two each for imports and exports: How much a given change in the dollar moves prices in the destination country (the passthrough rate), and how much demand for traded goods responds to a change in price (the price elasticity.) [2] We can't observe these relationships directly, of course, so we have to estimate them based on historical data on trade flows and exchange rates. Once we choose values of them, it's straightforward to calculate the effect of a given exchange rate change. And the short answer to this post's title is, Not much.

For passthrough, estimates are quite consistent that dollar changes are passed through more or less one for one to US export prices, but considerably less to US import prices. (In other words, US exporters set prices based solely on domestic costs, but exporters to the US "price to market".) The OECD macro model uses a value of 0.33 for import passthrough at a two-year horizon; a simple OLS regression of changes in import prices on the trade-weighted exchange rate yields basically the same value. Estimates of import price elasticity are almost always less than unity. Here are a few: Kwack et al., 0.93; Crane, Crowley and Quayyum, 0.47 to 0.63; Mann and Plück, 0.28; Marquez, 0.63 to 0.92. [3] (Studies that use the real exchange rate rather than import prices almost all find import elasticities smaller than 0.25, which also supports a passthrough rate of about one-third.) So a reasonable assumption for import price elasticity would be about 0.75; there is no support for a larger value than 1.0. Estimated export elasticities vary more widely, but most fall between 0.5 and 1.0.

So let's use values near the midpoint of the published estimates. Let's say import passthrough of 0.33, import price elasticity of 0.75, and export passthrough and price elasticity both of 1.0. And let's assume initial trade flows at their average levels of the 2000s -- imports of 15 percent of GDP and exports at 10.5 percent of GDP. Given those assumptions, what happens if the dollar falls by 20 percent? The answer is, US net exports increase by 1.9 percent of GDP.

1.9 percent of GDP might sound like a lot (it's about $300 billion). But keep in mind, these are long-run elasticities -- in general, it takes as much as two years for price movements to have their full effect on trade. And the fall in the dollar also can't happen overnight, at least not without severe disruptions to financial markets. So we are talking about an annual boost to demand of somewhere between 0.5 and 1.0 percent of GDP, for two to three years. And then, of course, the stimulus ends, unless the depreciation continues indefinitely. This is less than half the size of the stimulus passed last January (altho to be fair, increased demand for tradables will certainly have a higher multiplier than the tax cuts that made up a large share of the Obama stimulus.) The employment effect woul probably be of the same magnitude -- a reduction of the unemployment rate by between 0.5 and 1.0 points.

I would argue this is still an overestimate, since it ignores income effects, which are much stronger determinants of trade than exchange rates are -- to the extent the US grows faster and its trading partners grow more slowly as a stronger US current account, that will tend to cancel out the initial improvement. I would also argue that the gain to US employment from this sort of rebalancing would be more than offset by the loss to our trade partners, who are much more likely to face balance of payments constraints on domestic demand.

But those are second-order issues. The real question is, why aren't the economist calling for a lower dollar providing quantitative estimates of its effects, and explicitly stating their assumptions? Because on its face, the data suggests that an overvalued dollar plays only a modest role in US unemployment.

[1] I was going to include Peter Dorman on this list but I see that while he shares the IMO misplaced concern with global imbalances, he says, "Will a coordinated dollar devaluation do the trick? Maybe, if you can get coordination (no easy feat), but it is also possible that US capacity in tradables has deteriorated too far for price adjustment alone to succeed." Which is a more realistic view of the matter than the one Krugman seems to hold. On the other hand, Dorman was also writing just a couple years ago about The Coming Dollar Crash. That dog that didn't bark is something I'll hopefully be writing about in a future post.

[2] Many studies collapse passthrough and price elasticity into a single measure of real exchange rate elasticity. While this is a standard approach -- about half the published papers take it -- I would argue it's not the right one for either analytic or policy purposes. Analytically, the real exchange rate elasticity doesn't distinguish between the behavior of buyers and sellers: A low value could mean either that consumers are not responsive to price, or that sellers are holding price stable in the face of exchange rate changes. And on the other side, it's the nominal, not real, exchange rate that's accessible to policy. Policy-induced movements in the nominal exchange rate only translate into movements in the real rate if we assume that price levels (and real wages, if we're deflating by labor costs) don't respond to movements in the exchange rate, which is not generally a safe assumption.

[3] Price elasticities are all negative of course. I'm omitting the negative sign for simplicity.

Saturday, September 25, 2010

Robert and Frank

Quote of the day: "Robert and Frank were like two peas in a pod -- only they were like the peas in Mendel's genetic crosses , one smooth and one wrinkled." From an LRB review of a new biography of Frank Oppenheimer, brother of Robert, CP member, experimental (rather than theoretical) physicist, and -- I had not known this; I have fond memories of my visit there when I was 12 or 13 -- founder of the Exploratorium.

The reviewer was presumably thinking of Genesis 27 as well as Mendel. Certainly there's something biblical about the Oppenheimer brothers. At Trinity, Robert famously quoted, or anyway later recalled or imagined quoting, the Upanishads: "I am become death, destroyer of worlds." Frank recalled it differently: "I think we just said: 'It worked.'"

Liberal : theoretical : classicist :: communist : experimental : pragmatist. Doesn't one major axis of the 20th century lie right down that line? Frank described his job on the Manhattan Project as "training people to fix what broke, redesigning things when necessary, and ensuring that no one slacked off on the job." Mutatis mutandis, wouldn't most communists have described their work the same?

Friday, September 24, 2010

Disagreement with the World

There's a very fine interview with Argentine historian Adolfo Gilly in the new New Left Review. I especially liked this:

One is led to rebellion by sentiments, not by thoughts. At the end of his statement to the Dewey Commission, Trotsky described being drawn to the workers' quarters in Nikolayev at the age of eighteen by his "faith in reason, in truth, in human solidarity," not by Marxism. But perhaps the most crucial sentiment is that of justice -- the realization that you are not in agreement with this world. There is a story that Ernst Bloch was once asked by his supervisor, Georg Simmel, to provide a one-page summary of his thesis before Simmel would agree to work on it. A week later, Bloch obliged with one sentence: "What exists cannot be true."
Yes. The sense that there is something radically wrong, something intolerable, about the world as it exists, is the deep spring from which the strongest political commitments flow.

(I was also interested by Gilly's claim that in 1960, when he became involved with the Algerian struggle for independence, official Communist parties were hostile because "Moscow characterized the Algerian war of independence as a bourgeois nationalist movement which deserved no backing." It's certainly true that the Soviet Union was very slow to support the Algerians; but Alistair Horne argues, I think plausibly, that this was mainly because they wanted to build on a their good relationship with De Gaulle's France, and also because the French CP, with its strong base among working-class pied noirs, was divided on the war; and not because of any judgment about the character of the Algerian independence movement itself. It's characteristic -- and not unappealing -- that a Trotskyist downplays these practical-political considerations and instead sees a difference of ideology.)

Thursday, September 23, 2010

Wind, Rising

Here's an interesting datapoint: According to the US Energy Information Agency, fully 50 percent of the net new electricity generation capacity added in 2008, was from wind power. (8,300 megawatts of a total of 19,000 megawatts of new capacity; but 2,600 megwatss worth of fossil-fuel capacity was retired.) This is very exciting; it's clear that, despite some truly foolish opposition (what's wrong with those people? wind turbines are beautiful), wind power has reached takeoff as a commercially viable industry.

If we are going to preserve a habitable planet, a big challenge is threading the line between complacency and despair. So it's important to balance the bad news about the scope of the problem, with good news about its solvability.

(If you want to bend the stick back the other way, you could pick up James Hansen's Storms of My Grandchildren and read the chapter on the Venus syndrome. Terrifying.)

Roubini, Deflationist

Last week, Nouriel Roubini wrote a somewhat puzzling op-ed in the Washington Post, in support of a payroll tax cut as a stimulus measure.

It's a rather strange argument, or mix of arguments, since he's never clear whether it's a demand-side or supply-side policy. For example, he argues both that the cut should be higher for low-income workers (since they have a higher propensity to consume), and that "to maximize the incentives for private-sector hiring, there should be sharper reductions to the payroll taxes paid by employers than for those paid by employees."

But let's take the supply-side half of Roubini's argument at face value. Suppose a payroll tax cut lowered the cost of labor to employers. Is it so obvious that would increase employment?

The implicit model Roubini is using is the one every undergraduate learns, of a firm in a perfectly competitive market with increasing marginal costs. But in the real world firms face downward-sloping demand curves, especially in recessions. So the only way a reduction of labor costs can increase hiring is if it allows firms to lower costs, i.e. contributes to deflation. Does Roubini really think that more deflation is what the economy needs? (Does he even realize that's what he's arguing?)

This, anyway, was my reaction when I read the piece. But it wouldn't be worth dragging out a week-old op-ed to take shots at, if my friend Arin hadn't pointed out a recent NY Fed working paper by Gauti Eggerston making exactly this point. From the abstract: "Tax cuts can deepen a recession if the short term nominal interest rate is zero, according to a standard New Keynesian business cycle model. An example of a contractionary tax cut is a reduction in taxes on wages. This tax cut deepens a recession because it increases deflationary pressures." The paper itself involves building up a complicated model from microfoundations (that's why Eggerston gets paid the big bucks) but the underlying intuition is the same: The only way a decrease in labor costs can lead to increased hiring is by lowering prices, and under current conditions lower prices can only mean lower aggregate demand.

As Arin points out, the incoherence of the argument for payroll tax cuts may be precisely their appeal. People who think unemployment is the result of inadequate demand and people who think it's the result of lazy, overpaid workers (i.e. it's "structural") can both support them, even though the arguments are incompatible. (People who don't scruple too much over consistency can even make both arguments at once.) But if macroeconomic policy is limited to stuff that can be supported with bad arguments, we shouldn't be surprised if the results are disappointing. That lower labor costs don't help in a recession is, I guess, another lesson from the Great Depression that will have to be learned again.

As for Roubini, it's hard to improve on Jamie Galbraith's very diplomatic judgment: I cannot discern his methods.

Thursday, September 16, 2010

What Does a Credit Crunch Look Like?

What doesn't it look like? Krugman has a picture:

His point here is right, for sure: Business investment is being held back by weak demand, not lack of credit. Would Tufte approve of that graph, tho? (It looks like one of those images of disk usage you get when you defragment your hard drive.) And more importantly: Why does it start in 1986?

It's an arbitrary date, and an especially weird one to pick in this context, because of what happens if you go back just a couple years. You call that a credit crunch, mate? Now this is a credit crunch:

See that spike over on the left? That's a country full of businessmen screaming as Papa Volcker stomps on their necks. (To be fair, it's their workers he was mainly interested in strangling, but the credit squeeze for business was no less real for that.) And that's what a credit crunch looks like.

Wednesday, September 15, 2010

Macro Models and the Long Run

I was just looking at this working paper on the OECD's new global macro model. What it is, is a set of equations relating a dozen or so macro aggregates for each major country or region in the OECD, at a quarterly timescale. OK, that sounds stupid and naive to economists, and hopelessly cryptic to everyone else. Let's proceed. Some observations, first on structure, second on content.

On form:

The equations comes in two flavors, long-term and short-term. Salient fact about the long-term ones is that most of them are imposed (singly or jointly) rather than estimated. For instance, the elasticities of consumption with respect to income and wealth are constrained to sum to one. The elasticity of employment with respect to real wages is constrained to be negative one. (Oh, that one makes me mad.) The elasticities of exports and imports with respect to their respective market sizes are constrained to be one. And so on. Meanwhile, the short-term (one- and two-year) equations are allowed to be determined by the data.

There's a couple reasons for this, at least one of which is reasonable. The reasonable one is that they want the long-run behavior of the model to converge to an equilibrium. If, let's say, the long-run elasticity of imports with respect to income was anything but 1, the share of imports in consumption would rise without limit over time. I'm not sure how I feel about this. (Bad blogger!) On the one hand, it's obviously true that that imports or consumption relative to GDP, or the wage share, or relative prices among trading patterns, don't diverge to infinity. On the other hand, time doesn't pass to infinity either. The practical relevance of the long-run conditions is only for a period long enough that exogenous fluctuations have canceled out, yet short enough that the parameters of the model remain unchanged. It's not at all clear to me that the set of such periods is not empty. On the other hand, there may be reasons why postulating a long-run equilibrium is useful, even if we recognize that no such equilibrium is ever reached.

The other reason for the long-run restrictions is less defensible -- or, since really who cares about my opinion, let's say it's substantive rather than methodological. The model "combines short-term Keynesian-type dynamics with a consistent neoclassical supply-side in the long run." (Interestingly, mainstream macro has this in common with a major strand of Marxist economics, in contrast with the (post-)Keynesians who allow a role for demand even in the long run.) So some of the long-run restrictions are imposed not simply to get an equilibrium, but to get a particular, tastes-endowments-and-technology equilibrium. There's no reason in principle that practical macroeconomics should exclude the possibility of changes in real wages changing income shares in the long run. That the OECD does, tells you something.

On to the substance:

A couple interesting things here, which unlike the thumbsucking above, one can actually use. These are hardly gospel, of course; but enshrined in the OECD macro model they can be taken as stylized facts, in the sense that in many contexts they don't, qualitatively, have to be explicitly argued for.
1. Wealth effects (on consumption) are largest for the US, smallest for Japan.
2. The effect of import prices on the domestic price level is negligible in the US and Japan, but substantial in Europe.
3. Trade flows are much more responsive to income changes than to relative prices. Estimated export elasticities are two to three times higher for income than for "competitiveness" [3]; estimated import elasticities are two to four times higher.
4. US export prices move with domestic prices essentially one for one; US import prices move with foreign prices only slightly. For most other countries, export pass-through is lower and import pass-through is greater.

The last two are particularly interesting.

Eventually, one would like to think through the conceptual basis, and limits, of these sorts of models. There's that never-realized long-term. Meanwhile here in the short-term, when you're making heterodox arguments it's nice to get empirical backup from some place impeccably orthodox.

Friday, September 10, 2010

From Slack Wire to CEA Chair

... in four steps.

Here to here to here to here. That doesn't happen every day.

Quick, find more interesting things to write!

Tuesday, September 7, 2010

Who Gets the Surplus?

The post below, on price effects and the case for public provision, left out one of the articles that got me thinking about these questions in the first place: Robert Gordon's Has the Rise in American Inequality Been Exaggerated? The piece makes a number of provocative claims about inequality, some convincing, some less so. But the interesting bit, in terms of the price effects argument, is on college wage premium and geographic variations in the cost of living:
A stunning new data set [on geographic price-level differences] undermines our previous conclusion (2008) that real income per capita has increased significantly in superstar bi‐coastal metropolitan areas. ... Without adjustment for price level differences, per capita incomes in Massachusetts and New York are respectively 26.1 percent and 20.0 percent above the national average. With correction for regional price disparities, these percentages drop to 10.7 and ‐0.2 percent respectively.

In an important and related piece of research, Moretti (2008) notes that college graduates disproportionately cluster in metropolitan areas that have a high cost of housing. He finds that fully two‐thirds of the previously documented increase in the return to college between 1980 and 2000 vanishes when he corrects for differences in the cost of living across metropolitan areas. His cross‐area price measures are comprehensive and ingenious and take account of differences in housing costs, housing quality ... and price differences of non‐housing goods... Moretti then asks why college graduates sort into expensive cities. He carries out an empirical analysis that distinguishes between supply and demand factors and concludes that college graduates move to expensive cities because jobs for college graduates are increasingly located in those cities, not because they particularly like living in those cities. [my emphasis]
Gordon goes on to suggest some reasonable caveats to these findings, but whether the exact figure is two-thirds or something lower, the point remains that the supposed education premium can often only be fully realized in cities, where a large part of it is claimed by urban landowners rather than the person with the education.

And this is the fundamental point: We always have to ask, where is the market power? Who gets the rents? Wherever the surplus originates, where it ends up depends on who has the monopoly -- who controls something in inelastic supply.

This is an important question for policy, as in the post below. But it's also something you'll find union and community activists thinking about. If you're trying to put pressure on the boss, you better make sure it's the boss with power; and that means the one who controls the relevant scarce resource. A couple decades ago, that was often a manufacturer, while the retailers downstream were dispersed in a competitive market. Now it's often the other way round.

Sunday, September 5, 2010

Public Options: The General Case

Last week at Crooked Timber, there was an interesting discussion of for-profit diploma mills. Short version: They exist to suck up federal loan and grant money.

Here, I want to generalize that discussion. Under what conditions does public spending on higher ed increase the number of people in college, and under what conditions does it just enrich Kaplan and the Harvard endowment? More broadly, it seems to me that the price effect of subsidies is a neglected argument for direct provision of public goods.

Formally, a subsidy is just a negative tax, and like a tax, its incidence depends on the relative elasticities of supply and demand. [1] If supply is less elastic than demand, most of the cost (of a tax) or benefit (of a subsidy) will fall on the producer; if demand is more less elastic, most will fall on the consumer. In the extreme case of perfectly inelastic, i.e. fixed, supply, taxes and subsidies will end up being simply transfers from, or to, producers, with no effect on consumers at all.

This argument got brought out during the 2008 presidential campaign to explain why proposals to deal with high gas prices by cutting the gax tax were foolish: With the short-term supply of gas highly inelastic, almost the whole tax fell on producers. As long as refineries were running at full capacity, changes in the gas tax would not affect the price at the pump.

So far, so familiar. The interesting question is what happens when we generalize this logic to other areas, like higher education. Imagine a state that's considering a choice between spending, let's say, $1 million either subsidizing its public university system, enabling it to keep tuition down, or as grants to college students to help them pay tuition. On the face of it, you might think there's no first-order difference in the effect on access to higher ed -- students will spend $1 million less on tuition either way. The choice then comes down to the grants giving students more choice, fostering competition among schools, and being more easily targeted to lower-income households; versus whatever nebulous value one places on the idea of public institutions as such. Not surprisingly, the grant approach tends to win out, with an increasing share of public support for higher education going to students rather than institutions.

But what happens when you bring price effects in? Suppose that higher education is supplied inelastically, or in other words that there are rents that go to incumbent institutions. Then some fraction of the grant goes to raise tuition for existing college spots, rather than to increase the total number of spots. (Note that this must be true to at least some extent, since it's precisely the increased tuition that induces colleges to increase capacity.) In the extreme case -- which may be nearly reached at the elite end -- where enrollment is fixed, the entire net subsidy ends up as increased tuition; whatever benefit those getting the grants get, is at the expense of other students who didn't get them.

Conversely, when public funds are used to reduce tuition at a public university, they don't just lower costs for students at that particular university. They also lower costs at unsubsidized universities by forcing them to hold down tuition to compete. So while each dollar spent on grants to students reduces final tuition costs less than one for one, each dollar spent on subsidies to public institutions reduces tuition costs by more. [2]

The same logic applies to public subsidies for any good or service where producers enjoy significant monopoly power: Direct provision of public goods has market forces on its side, while subsidies for private purchases work against the market. Call it progressive supply-side policy. Call it the general case for public options. The fundamental point is that, in the presence of inelastic supply curves, demand-side subsidies face a headwind of adverse price effects, while direct public provision gets a tail wind of favorable price effects. And these effects can be quite large.

This is exactly the argument of the Austan Goolsbee paper cited in the post below. As he shows, capital goods (and the scientists and engineers responsible for them) are in very inelastic supply, especially at time horizons of a few years or less. So almost the entirety of subsidies to research and development is collected as rents by the suppliers of these goods; actual R&D activity increases by little or nothing. Of course Goolsbee, like most economists who've studied this, only considers the negative side, the case against subsidies. But the exact logic that leads him to conclude that the impact of subsidies for R&D buyers is dampened by price effects, should lead him to conclude to that the impact of direct public provision (e.g. training scientists and engineers) would be multiplied by them.

It's easy to think of similar cases -- housing would be another obvious one, or the original public option, health insurance. But let's consider an example of the same logic in reverse: wage subsidies like the EITC. Here, we want to subsidize the "producer" (the worker) while it's the "consumer" (the employer) who may have the market power to claim the subsidy as a rent. What's nice about this example is that we have a good study by Jesse Rothstein that estimates the size of the price effect. [3]

Rothstein starts by observing that most estimates of the EITC's impact assume an infinitely elastic demand for labor, or in other words, a fixed wage. (This is equivalent to the assumption of elastic supply in the cases above.) As he shows, once we allow for realistically inelastic labor demand, a very large fraction of EITC payments is captured by employers rather than received by workers. Even worse, ineligible workers also see a reduction in wages, since they are competing with the EITC-subsidized ones.
When I allow for a finite demand elasticity, ... I find that the EITC produces sizable reductions in equilibrium wages that offset many of its benefits to low-skill workers. With my preferred parameters, the net-of-tax incomes of women with children rise by only $1.07 for each dollar spent on the program. Moreover, this is accompanied by a decline of $0.34 in the net-of-tax incomes of women without children... The contrast with the [Negative Income Tax] is dramatic. The NIT imposes positive tax rates on earnings, leading to net reductions in labor supply among eligible women and thereby to increased wages. A dollar of government expenditure on the NIT produces a $0.97 increase in the after-tax incomes of women with children and an increase of $0.42 for women without children.
In other words, the same dollar spent on a negative income tax (or public employment program, tho Rothstein doesn't discuss it) results in twice as large an increase in the wages of low-income workers as a dollar spent on the EITC. And even the gains that do come from the EITC depend on increasing the hours worked by the recipients, which is a cost; those hours would otherwise not be wasted but used for "consumption of leisure" (Rothstein's unfortunate economism) or, more realistically given that the main recipients of the EITC are single mothers, for child care. Taking the additional working hours into account,
a dollar of EITC spending produces net increases in the welfare of women with children with cash value of only $0.83... Employers of low-skill labor capture $0.36 via reduced wage bills, while the welfare of (EITC-ineligible) childless women falls by the equivalent of $0.18. Moreover, this obscures the even worse welfare consequences for single mothers, the primary group targeted by the EITC. Fully 55% of the marginal EITC dollar given to this group is captured by employers through reduced wages, and single childless women lose almost exactly as much as single mothers gain. Again, the NIT offers a dramatic contrast: The welfare of women with children rises by the equivalent of $1.32 and that of women without children by $0.23, with transfers of $0.55 from employers to their workers magnifying the direct transfer from the government.
So in this fuller analysis, a dollar paid directly to low-income households goes three times as far as a dollar of wage subsidy. And the market power of employers, while often substantial, is almost certainly lower than that of suppliers of goods like higher education or urban housing. So in those cases we should expect price effects to be even larger.

This argument seems straightforward and logical, and has some empirical backing. But it's only very rarely made in support of direct provision of public goods. One can speculate why that might be. But the important thing is those of us seeking an incremental de-marketization of society, should recognize that the logic of the market is often on our side.

[1] For the hypothetical non-economist reading this, elasticity means how much one number changes in response to a change in another. When we say elasticity of supply or elasticity of demand, we implicitly mean elasticity with respect to price. So for instance, a demand elasticity of 0.5 means that if the price rises by 10%, demand will fall by 5%.

[2] The case is slightly complicated by the fact that higher education is not only rationed by price. So a subsidy to students has the additional effect of making colleges more selective by academic criteria, while a subsidy to institutions makes them less so. One could argue either side as far as which of these effects is desirable, but either way they don't change the basic picture in terms of cost and access.

[3] Thanks to my friend Suresh for pointing me to this paper. He also suggests that "there is a general Polanyi-esque point here about how land, labor, and capital have 'supply' curves that don't respond generally to short-term prices terribly well."


Obama to propose $100 billion permanent extension of research and development tax credit.

Meanwhile, speculation is growing that Austan Goolsbee is the favorite to replace departing CEA chair Christina Romer.

Looks like Goolsbee is the perfect pick to succeed Romer -- his advice is already being ignored even before he's been hired.

From his Investment Tax Incentives, Prices, and the Supply of Capital Goods:
Although there appears to be an abiding faith among policy makers that tax incentives can influence the investment decisions of firms and serve as a tool for stabilizing the economy, empirical evidence for the connection is weak. Econometric research has commonly found that tax policy and the cost of capital have little effect on real investment. Economic theory predicts that the marginal user cost of capital should be the primary determinant of investment demand but actual estimates of the price elasticity of nvestment ... mostly lie between zero and -0.4... The evidence that investment is only modestly responsive to price has been one of the most robust findings of the empirical investment literature...

In addition to their large revenue costs, investment tax subsidies may give large, unintended rents to capital suppliers without increasing real investment until several years later because of the short-run asset price responses of capital goods. For policy makers interested in using tax policy to stimulate investment or, especially, to smooth business cycle fluctuations, the results are not promising.

[Down payment on a long analytic post coming along real soon now.]