speeches · March 24, 2011
Regional President Speech
Narayana Kocherlakota · President
Bubbles and Unemployment∗
Narayana R. Kocherlakota
Federal Reserve Bank of Minneapolis
March 2011
1
Introduction
The purpose of this paper is to investigate how the collapse of a bubble affects
the long-run behavior of unemployment in a simple theoretical framework.
I blend two canonical models together: the overlapping generations model
of Samuelson (1958) and the Diamond-Mortensen-Pissarides (DMP) model
of unemployment. A key feature of my modeling approach is that I do not
require equilibrium outcomes to satisfy the job creation condition of the DMP
model. In this loose sense, and as in Farmer (2011), output is “demanddetermined”.
∗
Preliminary. The views expressed herein are not necessarily those of my colleagues
on the Federal Open Market Committee or anyone else in the Federal Reserve System.
Indeed, the paper should be viewed only as an exploration of the properties of a new
economic model and, as such, containing no information about my own thinking about
current policy. I thank Robert Hall for comments.
1
I allow for the possibility of a bubble in the price of an asset in fixed
supply (that I term land). I show that the unemployment rate is the same in
an equilibrium with a bubble as it is in an equilibrium without a bubble, as
long as the interest rate is sufficiently low in the latter. In this sense, labor
market outcomes are unaffected by a bubble collapse, as long as monetary
policy is sufficiently accommodative.
I then impose a lower bound on the real interest rate (motivated, as in
Krugman (1998) and Hall (2011), by sticky inflationary expectations and
the zero lower bound on the nominal interest rate). This lower bound on the
real interest rate creates slack in the labor market that manifests itself as an
expanded wedge in the job creation first-order condition of firms. I document
that this kind of wedge has developed in U.S. data over the past three years.
In the model, the collapse of a bubble, combined with insufficiently accommodative monetary policy1 , moves the economy downward along a fixed
Beveridge curve. In the past three years, the Beveridge curve has shifted
in the United States in a way that suggests that labor market matching efficiency has declined. In the theoretical model, the unemployment rate is
demand-determined, and is unaffected by labor market matching efficiency.
A decline in labor market matching efficiency means that firms need to create
more vacancies to fill positions created by separations. The economy moves
1
Over the past two years, many central banks - including the Federal Reserve - have
supplemented conventional monetary policy tools with the use of large-scale asset purchases. This model in this paper is insufficiently rich to allow for an analysis of these
alternative tools.
2
upward and vertically off the original Beveridge curve.
The remainder of the paper is organized as follows. In section 2, I review
some basic elements of the DMP model. In section 3, I use the model to
analyze changes in the United States labor market in the past three years.
In section 4, I set forth my simple "OG-DMP" model. In section 5, I show
how non-accommodative monetary policy can generate high unemployment
and labor market slack. In section 6, I discuss some some other policy implications, and Section 7 concludes.
2
Basic DMP Framework
In this section, I sketch the basic DMP framework - see Shimer (2005) (among
many other possible references) for more details.
Let u represent the unemployment rate and v represent the vacancy (or
job openings) rate. Define θ = v/u to be market tightness. The DMP model
treats worker productivity A, the worker’s benefits z from not working, the
cost k of creating a job, the discount rate r, the job separation rate s, the
constant-returns-to-scale matching function m, and the worker’s bargaining
power β (in the Nash bargain) as exogenous. I will let φ be a multiplicative
shifter to the matching function m.
Given those exogenous elements of the model, I can write the (steady-
3
state) equilibrium equations as follows:
k = (1 − β)φq(θ)V
(1)
V
(2)
(A − z)
r + s + βφf (θ)
s
u =
s + φf(θ)
=
(3)
where:
φf(θ) ≡ φm(1, θ)
(4)
φq(θ) ≡ φm(1/θ, 1)
(5)
Here, f and q represent the job-finding and worker-finding rates. V is the
joint surplus (to the worker and firm) of a match.
For standard parameterizations (Shimer (2005)), I can treat r and s as
small relative to βφf(θ). Hence, I can rewrite (1)-(3) as two equations in the
two unknowns u and θ:
(A − z)(1 − β)
βθ
s
u =
s + φf(θ)
k =
(6)
(7)
I will refer to the first equation (6) as the job creation condition and the
latter equation (7) as the Beveridge curve. The level of market tightness is
determined by the job creation condition. Then, given the equilibrium level
4
of market tightness, the unemployment rate is determined by the Beveridge
curve.
3
Some Empirics
In this section, I’ll discuss two changes in the United States labor market over
the past three years, as viewed through the lens of the job creation condition
(6) and the Beveridge curve (7). First, I’ll describe how a wedge in the job
creation equation seems to have developed (assuming no changes in A, z, β or
k). Second, I’ll describe how the labor market matching efficiency parameter
φ has changed.
In my discussion, I use the following observations from Bureau of Labor
Statistics (BLS) data.2 In December 2007 in the United States, the unemployment rate, the separation rate, and the job openings rate were:
u2007 = 0.05
s2007 = 0.035
v2007 = 0.031
2
These numbers differ from those in Kocherlakota (2011b) because of data revisions by
the BLS.
5
In December 2010, these variables had changed to become:
u2010 = 0.094
s2010 = 0.029
v2010 = 0.021
3.1
A Wedge in the Job Creation Condition
The job creation condition (6) says that:
k=
(1 − β)(A − z)
βθ
(8)
In December 2007, θ = 0.031/0.05 = 0.62. In December 2010, θ = 0.021/0.094 =
0.22. Market tightness has fallen by approximately 65% in the past three
years. This points to a wedge in the job creation condition in December 2010,
relative to December 2007. I have argued elsewhere (Kocherlakota (2011b))
that there may well have been changes in A and z in the past three years,
but it seems unlikely that these changes are sufficiently large to completely
offset the fall in market tightness.
6
3.2
Decline in Labor Market Matching Efficiency
I now turn to discussing changes in the labor market matching efficiency
parameter φ. From the Beveridge curve (7), I can write φ as:
φ=
s(1 − u) 1
u
f (θ)
Hence:
s2010 (1 − u2010 ) u2007 f (θ2007 )
s2007 (1 − u2007 ) u2010 f (θ2010 )
)
0.029 (1 − 0.094) 0.05 f( 0.031
0.05
=
0.022
0.035 (1 − 0.05) 0.094 f( 0.094 )
φ2010 =
The value of φ2010 is closely connected to the curvature of f. It is standard
to parameterize f as having an elasticity between 0.3 and 0.5 (Petrongolo
and Pissarides (2001)). If f has an elasticity of 0.3, then φ2010 equals 0.563.
If f has an elasticity of 0.5, then φ2010 equals 0.683. Labor market matching
efficiency has declined3 between 32% and 44%.
4
A Model
In this section, I describe a simple model that weds the overlapping generations (OG) model a la Samuelson (1958) to the above DMP framework.
3
Davis, Faberman, and Haltiwanger (2010) argue that firm search intensity may have
declined in the past three years. This decline could help rationalize what appears to be a
fall in φ.
7
The goal is to investigate the impact of a bubble collapse on long-run labor
market conditions.
Suppose that there is a unit measure of households who live in a standard 2-period overlapping generations setting. The households are endowed
with ey units of apples when young and eo units of apples when old. The
households have utility function:
U (cy ) + U (co + h)
where U 0 , −U 00 > 0 and U exhibits non-decreasing relative risk aversion.
Here, cy and co represent the household’s consumptions of a distinct good,
bananas. So, the households would like to trade their apples with someone
who owns bananas. I will assume that the intercept h in the utility function
of the old is small but positive.
The initial old households are also each endowed with a unit of land.
Land is intrinsically worthless - it pays no dividend. However, it is in fixed
supply. As I will show, land will function much like money in the standard
OG framework.
There is also a unit measure of infinitely-lived workers. The workers
have the ability to produce z units of bananas on their own. However, if a
worker is matched with a firm (productive opportunity), then the worker can
produce A units of bananas, where A > z. The workers derive utility from
consuming apples (the good owned by the households). This introduces the
8
gains for trade between households and workers. The matching between
workers and firms proceeds as in the DMP model described above. Workers
cannot participate in asset markets.
I make two other changes in this baseline setup. First, I assume that the
level of banana production is determined by household demand, and not by
firm entry/exit. This assumption implies that the job creation condition (6)
will no longer be a condition of equilibrium, and so firms may earn non-zero
profits in equilibrium. I assume that firm owners are infinitely-lived people
with linear utility over apple consumption who cannot participate in asset
markets.
Second, I assume that the central bank has the ability to set the real
interest rate r∗ . The rough idea behind this assumption is that the central
bank successfully “anchors” inflationary expectations, and then varies the
nominal interest rate to achieve a desired real interest rate.4
I restrict attention to steady-state equilibria. With that restriction, there
are two kinds of equilibria in this overlapping generations economy. First,
there is a continuum of bubbly equilibria in which land has a positive price
and the real interest rate r∗ equals zero.5 Second, there is a continuum of
4
For technical convenience, I’ll analyze steady states. But both of these assumptions
(no entry/exit margin and central bank control over the real rate) strike me as better
approximations for the short run than the long run. Over time, the existence of positive
or negative profits will certainly lead to entry or exit. Entry and exit into job creation
will influence the behavior of the real interest rate, regardless of the central bank’s policy
rule.
5
The continuum of bubbly equilibria in this model are similar in structure to the continuum of equilibria in Farmer (2011). As in Farmer’s model, the equilibrium steady-state
unemployment rate is determined by self-fulfilling beliefs. In my paper, the self-fulfilling
9
non-bubbly equilibria with negative real interest rates and zero land prices.
I’ll discuss each in turn.
4.1
Equilibrium With Bubbles
In this subsection, I define and discuss a continuum of bubbly equilibria. The
equilibria are indexed by the price of land P L in terms of apples, which lies in
the open interval (0, (ey − eo )/2). Let (cybub , cobub ) denote the consumptions of
B
be the price of bananas in terms
the young and old households, and let Pbub
of apples. Then, given any land price P L , where P L lies in [0, (ey − eo )/2], I
define the corresponding equilibrium allocations (θbub , ubub , cybub , cobub ) and the
B
of bananas as a solution to the following five equations:
equilibrium price Pbub
ubub =
s
s + φf (θbub )
(9)
B y
cbub = ey − P L
Pbub
(10)
cybub = cobub + h
(11)
B
(cybub + cobub )Pbub
= ey + eo
(12)
[ubub z + (1 − ubub )A] = (cybub + cobub )
(13)
Equation (9) is the Beveridge curve from the DMP setup. Equations (10)(11) are standard in the OG framework, as households use the bubble in
land to smooth their consumptions. Equation (12) is the intertemporal budget constraint of a typical household, and equation (13) represents marketbeliefs are about the value of land.
10
clearing for bananas.
B
I can use equations (10)-(12) to solve for (cybub , cobub , Pbub
) as a function of
P L , where (ey − eo )/2 > P L > 0:
B
= (ey − eo − 2P L )/h
Pbub
B
cybub = (ey − P L )/Pbub
B
cobub = (eo + P L )/Pbub
Then, I can use equation (13) to solve for the equilibrium unemployment rate
ubub :
[ubub z + (1 − ubub )A] =
(ey + eo )h
(ey − eo − 2P L )
and equation (9) to solve for the labor market tightness θbub . (Implicitly, I’m
assuming that A >
(ey +eo )h
(ey −eo −2P L )
> z.)
Given any two of the above equilibria, the unemployment rate is lower
and the equilibrium level of market tightness θbub is higher in the equilibrium
with the higher land price. Define the wedge in the job creation condition in
terms of bananas to equal:
ω bub =
(1 − β)(A − z)
B
− k/Pbub
βθbub
(This definition of the wedge assumes that the job-creation costs are in terms
of apples, not bananas.) This wedge is lower in equilibria with higher bubbles.
11
4.2
Equilibrium Without Bubbles
In this subsection, I define non-bubbly equilibria (in which the price of land
is zero). I show that, given any bubbly equilibrium, there exists a non-bubbly
equilibrium with the same labor market outcomes. In that non-bubbly equilibrium, r∗ < 0. I interpret this result as saying that labor market outcomes
will not be affected by a bubble’s collapse if the central bank lowers r∗ appropriately.
I begin by defining non-bubbly equilibria in which P L = 0. Given that
the real interest rate equals r∗ , a non-bubbly equilibrium is a specification of market tightness, unemployment, consumptions, and a banana price
B
) that satisfies:
(θnb , unb , cynb , conb , Pnb
unb =
s
s + φf(θnb )
U 0 (cynb ) = (1 + r∗ )U 0 (conb + h)
(14)
(15)
B
cynb = ey /Pnb
(16)
B
conb = eo /Pnb
(17)
[unb z + (1 − unb )A] = (cynb + conb )
(18)
As captured in (16) and (17), households are unable to save in the absence
of the bubble. Instead, households consume more bananas when young than
when old. However, households do satisfy the household Euler equation (15).
I now demonstrate an isomorphism between non-bubbly equilibria and
12
B
bubbly equilibria. Given some positive value of P L , let (θbub , ubub , cybub , cobub , Pbub
)
be the equilibrium outcome in the corresponding bubbly equilibrium. It is
possible to construct a non-bubbly equilibrium with the same labor market
outcomes. In that non-bubbly equilibrium, aggregate banana consumption
must be the same as in the bubbly equilibrium. Define c∗bub to be the aggregate consumption of bananas in the bubbly equilibrium:
c∗bub = cybub + cobub
With that aggregate consumption, I can show from equations (18) and (14)
that the unemployment rate unb and the level of market tightness θnb are
both the same as in the bubbly equilibrium. As well, the price of bananas
in the non-bubbly equilibrium will equal the price of bananas in the bubbly
equilibrium:
B
Pnb
=
B
Pbub
ey + eo
= ∗
cbub
It follows that the consumptions in the non-bubbly equilibrium are given by:
B
= ey c∗bub /(ey + eo )
cynb = ey /Pnb
B
conb = eo /Pnb
= eo c∗bub /(ey + eo )
∗
so as to satisfy the equation:
Finally, define rnb
U 0(
o ∗
ey c∗bub
∗
0 e cbub
)
=
(1
+
r
)U
(
+ h)
nb
ey + eo
ey + eo
13
B
In this fashion, given a bubbly equilibrium (θbub , ubub , cybub , cobub , Pbub
), I can
construct a non-bubbly equilibrium:
unb = ubub
θnb = θbub
B
B
Pnb
= Pbub
ey c∗bub
ey + eo
eo c∗
= y bubo
e +e
cynb =
conb
Intuitively, the equilibrium is constructed so as to ensure that aggregate
banana consumption is the same as in the bubbly equilibrium. I then pick
the equilibrium interest rate r∗ so that young households do not want to
save. Note that:
cybub < cynb
cobub > conb
∗
It follows that the central bank is setting rnb
< 0, which is the equilibrium
interest rate in the bubbly equilibrium.
This construction shows that the disappearance of a bubble need not
affect the labor market (at least in the long run). As long as the central
bank lowers r∗ sufficiently, the unemployment rate unb equals ubub and the
level of labor market tightness θnb equals θbub . Intuitively, the unemployment
14
rate and the level of labor market tightness are determined (primarily) by
labor market matching efficiency considerations. The disappearance of the
bubble, in and of itself, does not affect these considerations. The collapse
of the bubble does make all households worse off (in steady state), because
they are unable to save.
5
Non-Accommodative Monetary Policy
In the previous section, I showed that the collapse of a bubble need have
no impact on the economy, as long as the central bank lowers r∗ sufficiently.
In this section, I analyze what happens if the central bank does not set
∗
. My motivation for this analysis is similar to that of Hall
r∗ as low as rnb
(2011). He argues that given relatively rigid inflationary expectations, the
zero lower bound on the nominal interest rate may translate into a lower
∗
generates extra
bound on the real interest rate. Choosing any r∗ > rnb
unemployment relative to the bubbly labor market outcomes (because U
exhibits non-decreasing relative risk aversion). However, I will focus on the
case in which r∗ = 0. In this case, the bank’s policy choice is insufficiently
accommodative to restore the bubbly labor market outcomes, regardless of
the size of the original bubble.
15
5.1
A “Trap” Equilibrium
Suppose the central bank sets the real interest rate equal to r∗ = 0, given
that the price of land equals zero. I’ll refer to the resultant equilibrium as
being a trap equilibrium. It is defined by the following five equations in five
B
):
unknowns (utrap , θtrap , cytrap , cotrap , Ptrap
s
s + φf(θtrap )
(19)
U 0 (cytrap ) = U 0 (cotrap + h)
(20)
B
cytrap = ey /Ptrap
(21)
B
cotrap = eo /Ptrap
(22)
utrap =
[utrap z + (1 − utrap )A] = (cytrap + cotrap )
B
equal:
The equations (20)-(22)) imply that cytrap , cotrap and Ptrap
ey − eo
h
hey
=
(ey − eo )
heo
=
(ey − eo )
b
=
Ptrap
cytrap
cotrap
16
(23)
Note that for any land bubble P L > 0:
[ey − eo ] − 2P L
h
ey − eo
<
h
B
=
Pbub
B
= Ptrap
The high real interest rate serves to increase the price of bananas (relative
to apples). Intuitively, with the high real interest rate, young households
want to save more than in the non-bubbly equilibrium. But, without the
land bubble, aggregate saving is zero. Hence, the extra demand for bananas
keeps pushing up the price of bananas until households no longer want to
save them. Put another way, the price of a banana bond (that would deliver
future bananas) cannot rise, and so the price of bananas themselves does.
This rise in the price of bananas lowers the households’ aggregate demand
for bananas. Given (cytrap , cotrap ), equation (23) implies that:
h(ey + eo )
(ey − eo )
h(ey + eo )
<
(ey − eo − P L )
[utrap z + (1 − utrap )A] =
= [ubub z + (1 − ubub )A]
The high real interest rate drives down the aggregate demand for bananas,
relative to the bubbly equilibrium. The equilibrium unemployment rate rises
(unb < utrap ) and equilibrium market tightness falls (θtrap < θnb ). The equi17
librium now exhibits a larger wedge in the job creation condition because:
(1 − β)(A − z)
B
− k/Pnb
βθnb
(1 − β)(A − z)
B
<
− k/Ptrap
βθtrap
ωnb =
= ω trap
To summarize: Suppose that there is a bubble in the price of land and that
bubble collapses in an unanticipated fashion. In the aftermath of the bubble’s
collapse, if the central bank can lower the real interest rate sufficiently, then
the bubble’s collapse has no impact on long-run labor market equilibrium.
However, if the central bank fails to lower the real interest rate sufficiently,
then the unemployment rate rises and market tightness falls. For a fixed φ,
the economy moves downward along the Beveridge curve. The wedge in the
job creation condition will grow because market tightness falls.
5.2
Declines in Labor Market Matching Efficiency
As I discuss above, it appears that labor market matching efficiency has
declined sharply over the past three years. In the trap equilibrium, the impact
of this decline on labor market quantities is distinctly counterintuitive. In
the trap equilibrium, labor market quantities are determined by the two
18
equations:
utrap z + (1 − utrap )A =
h(ey − eo )
ey + eo
utrap = s/(s + φf (θtrap ))
These two equations imply that the unemployment rate is independent of
φ. A decline in φ results in an increase in θtrap - but no change in utrap . In
a Beveridge curve graph drawn in u-v space, the economy moves vertically
and upward off the original Beveridge curve. Intuitively, the level of consumption demand determines the unemployment rate. Then, any decline in
labor market matching efficiency means that to replace the workers lost due
to separations, firms have to create more vacancies.
6
Policy
In this section, I discuss how unemployment insurance benefits, and monetary
and fiscal policy can affect the economy if it is in the “trap” equilibrium
described above (with r∗ = 0).
6.1
Unemployment Insurance Benefits
Suppose the government decides to make a transfer of δ bananas to each
unemployed person, financed by a lump-sum tax of δ bananas on each young
household. What is the equilibrium impact of this policy if δ is small?
19
Given that the real interest rate r∗ = 0, the resulting non-bubbly equilibrium is characterized by the following five equations in five unknowns
B
, θui ):
(uui , cyui , coui , Pui
uui =
s
s + φf (θui )
(24)
cyui = coui + h
(25)
B y
B
Pui
cui = ey − Pui
δ
(26)
B o
cui = eo
Pui
(27)
[uui z + (1 − uui )A] = (cyui + coui )
(28)
B y
, cui , coui ) to satisfy (25)-(27):
I can solve for (Pui
B
Pui
coui
cyui
ey − eo
=
h+δ
(h + δ)eo
=
ey − eo
δeo + hey
=
ey − eo
Then, I can solve for uui and θui to satisfy:
h(ey + eo ) + 2δeo
ey − eo
s
=
s + φf (θui )
[uui z + (1 − uui )A] =
uui
In this equilibrium, an increase in unemployment insurance benefits - funded
by the young - lowers the unemployment rate and raises market tightness in
20
an upward movement along the Beveridge curve. Intuitively, the increase in
taxes on the young lowers their demand for saving, and so lowers the price of
bananas. The overall impact is to increase the amount of bananas consumed
by the young and old together.
6.2
Maximal Employment Policy
There is a natural way to interpret the “maximum employment” mandate
of the Federal Reserve in the context of this model by using the job creation condition of the firm. Define the maximal employment policy rmax to
B
, umax , θmax ) is a non-bubbly
be the interest rate such that (cymax , comax , Pmax
equilibrium given rmax , and such that:
B
=
k/Pmax
A − z (1 − β)
θmax
β
At this interest rate, firms earn zero profits from job creation. At any other
interest rate, either firms earn negative profits or unemployment is higher.
In this sense, the monetary policy of setting r∗ equal to rmax maximizes
employment.
The response of the economy to changes in exogenous parameters depends
on what kind of rule is being used by the central bank. I have shown that if
the central bank keeps its interest rate r∗ fixed while labor market matching
efficiency declines, then the unemployment rate stays the same but market
21
tightness rises. The firm’s wedge:
A − z (1 − β)
k
− B
θ
β
P
falls because θ rises. Suppose instead that the central bank is using a maximal
employment policy. To offset the fall in the firm’s wedge, the central bank
B
rises, and θmax falls.
raises rmax . As a consequence, umax rises, Pmax
6.3
Fiscal Policy
There are also fiscal policy interventions in this overlapping generations
framework that can affect labor market outcomes. The government can essentially replicate a land bubble by selling 1 period debt and then rolling it
over ad infinitum. It is also true, though, that the debt rollover may fail at
some point in the future if agents unexpectedly cease to believe that it will
work. (See Kocherlakota (2011a) for a fuller discussion of how fiscal policy
can be used to replicate the benefits of a bubble.)
7
Conclusion
In Kocherlakota (2011a), I use a holistic approach to describe the impact
of bubble collapses in a wide range of models. I argue that such collapses
typically lead to falls in the real interest rate. If preferences exhibit wealth
effects on labor supply, then the bubble’s collapse may (or may not) lead to
22
a fall in employment and output (as in Guerrieri and Lorenzoni (2010)).
In the current paper, I blend a particular model of bubbles (the overlapping generations model) with the canonical DMP model of unemployment.
Unlike my prior analysis, labor supply is essentially irrelevant. Instead, I
assume that output is “demand-determined” by dropping the job creation
first-order condition for firms. In this setup, the bubble collapse has no
impact on unemployment or output, given sufficiently accommodative monetary policy. With insufficiently accommodative monetary policy (generated
perhaps by the zero lower bound on nominal interest rates), the bubble collapse can lead to increases in unemployment. Environmental changes like
increases in unemployment insurance benefits or declines in labor market
matching efficiency may have unexpected effects.
From a technical point of view, the trick to my analysis is that I separate
labor markets from asset markets. The two are connected only through the
exchange of the goods owned by asset market participants and the goods
produced by workers. Using this trick, I believe that one could extend my
baseline results to the broader class of bubble models considered in Kocherlakota (2011a).
References
[1] Davis, Steven J., R. Jason Faberman, and John Haltiwanger. 2010. “Labor Market Flows in the Cross Section and Over Time.” Unpublished
23
manuscript.
[2] Farmer, Roger E. A. 2011. “Confidence, Crashes and Animal Spirits.”
Unpublished manuscript.
[3] Guerrieri, Veronica, and Guido Lorenzoni. 2010. “Credit Crises, Precautionary Savings, and the Liquidity Trap,” unpublished manuscript.
[4] Hall, Robert E. 2011. “The Long Slump.” Presidential Address. Forthcoming in American Economic Review.
[5] Kocherlakota,
els
of
Land
Narayana
R.
Overvaluation
2011a.
and
Their
“Two
Mod-
Implications,”
http://www.minneapolisfed.org/news_events/pres/papers/kocherlakota_landovervaluation.pd
[6] Kocherlakota, Narayana R. 2011. “Labor Markets and Monetary Policy.”
Speech at St. Cloud State University, St. Cloud, MN, March 3, 2011.
[7] Petrongolo, Barbara and Christopher Pissarides. 2001. “Looking into the
Black Box: A Survey of the Matching Function,” Journal of Economic
Literature 39 (June), 390-431.
[8] Samuelson, Paul A. 1958. “An Exact Consumption Loan Model of Interest, With or Without the Social Contrivance of Money.” Journal of
Political Economy 66(5), 467-482.
[9] Shimer, Robert. 2005. “The Cyclical Behavior of Equilibrium Unemployment and Vacancies.” American Economic Review 95(1), 25-49.
24
Cite this document
APA
Narayana Kocherlakota (2011, March 24). Regional President Speech. Speeches, Federal Reserve. https://whenthefedspeaks.com/doc/regional_speeche_20110325_narayana_kocherlakota
BibTeX
@misc{wtfs_regional_speeche_20110325_narayana_kocherlakota,
author = {Narayana Kocherlakota},
title = {Regional President Speech},
year = {2011},
month = {Mar},
howpublished = {Speeches, Federal Reserve},
url = {https://whenthefedspeaks.com/doc/regional_speeche_20110325_narayana_kocherlakota},
note = {Retrieved via When the Fed Speaks corpus}
}