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DP RIETI Discussion Paper Series 19-E-044 Demand System and Liquidity Constraints: Simple Methodology for Measuring Liquidity Constraint INOSE, Junya Mitsubishi Research Institute, Inc. The Research Institute of Economy, Trade and Industry https://www.rieti.go.jp/en/

Demand System and Liquidity Constraints: Simple

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Page 1: Demand System and Liquidity Constraints: Simple

DPRIETI Discussion Paper Series 19-E-044

Demand System and Liquidity Constraints:Simple Methodology for Measuring Liquidity Constraint

INOSE, JunyaMitsubishi Research Institute, Inc.

The Research Institute of Economy, Trade and Industryhttps://www.rieti.go.jp/en/

Page 2: Demand System and Liquidity Constraints: Simple

1

RIETI Discussion Paper Series 19-E-044

June 2019

Demand System and Liquidity Constraints: Simple Methodology for Measuring Liquidity Constrainti

Junya INOSE

Mitsubishi Research Institute, Inc.

Abstract

This paper proposed a new methodology, which introduces a stochastic property in the field of

demand analysis, for measuring the skewness of the consumption bundle distribution. We used the

questionnaire data from the National Survey of Family Income and Expenditure, Japan, from 1989 to

2004. We regard two categories of variables such as the total expenditure of each household and the

expenditure share of 10 commodity groups (e.g., food expenditure share, medical expenditure share,

etc.) as random variables, and estimated the probability density function using the “Skew Normal

Distribution.” As a result, distortion in the same direction was detected in all of the 10 commodity

groups. We also calculated that the measured skewness mutually relates to the major proxy of the

liquidity constraint. As a proxy of households under liquidity constraint, here we employ the

measurement of the fraction of Hand-to-Mouth (HtM) households. This paper was motivated by the

need to provide a simple methodology for measuring the liquidity constraint even in countries with

poor statistical literacy. Although several proxies have been proposed to measure the liquidity

constraint, the methodology becomes complex for more rigorous measuring attempts. In contrast, our

methodology only requires micro data on total consumption and a separate total for each commodity

group.

Keywords: Demand System, AIDS, QUAIDS, Skew Normal Distribution.

JEL classification number: C65; D12; E21.

The RIETI Discussion Papers Series aims at widely disseminating research results in the form of professional

papers, with the goal of stimulating lively discussion. The views expressed in the papers are solely those of

the author(s), and neither represent those of the organization(s) to which the author(s) belong(s) nor the

Research Institute of Economy, Trade and Industry.

i This study is conducted as a part of the Project “Heterogeneity across Agents and Economic Growth” undertaken at Research Institute of Economy, Trade and Industry (RIETI)

Page 3: Demand System and Liquidity Constraints: Simple

♥#$♦#♦♥

♥②%% ♦ ♦♥%♠- ♠♥ % ♦♥ ♥ -♦♥③ % -3 %% 3♦ ♠-♦ ♥ ♠-♦ ♦♥♦♠%

♥ ♦ 3 ♠♦%3 ♠♦% ♦- % ♦ ♥% ♥ ♥ -% %- 3 ♥ ♦

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♦♥-♥ ♥ 3 ①♣♥3♦♥ ♦ ♦- -♥% 3♥ ♦%♦% ♥ -♦%% %3♦♥ %3%

♣- 3♦- ♥ -♦%% %3♦♥ %3% % ♦♥%3♥3 -♦%% ♦%♦% ♥ ♥ % % 3 ♦♠♦♥3②

♦ ♠♥ ♥3♦♥ ♣②% ♥♦ ♣-3 ♥ 3 ♦3- ♥ 3 ♥ ♣ -%3-3♦♥ %3 ♣②% ♣-3

- 3 ♥ ♣ -%3-3♦♥ -♣-%♥3% 3 -3♦♥

i pigi (x,p) = x 3 3♦3 ①♣♥3- x

♣-% pi , p ♥ ♠♥ ♥3♦♥ gi (x,p) ♦- 3 3-3♦♥ 3 %3% %3 3% ♦%♦♥ ♦♦%♥ ♥3♦♥ ♦-♠% ♦ ♣-%% ♦- 3 %-% 3 -%♣3 3♦ 3 3♦3 ♦♥%♠♣3♦♥

%♠♣3♦♥ ♥% 3♦ %3-3 3 ①♣-%%♦♥ ♦ 3 ♠♥ ♦ ♦♠♠♦3② i qi 3♦

qi = fi (x)

- x % 3 3♦3 ①♣♥3- % -3♦♥%♣ % ♦♠♠♦♥② --- 3♦ % ♥ ♥ -

①♣♦-3♦♥ ♦ 3 ♥3♦♥ ♦-♠ ♦ ♥ -% -3 ♥ 3-3- J-% ♥ ♦3-

①♠♥ 3 %♣-♦-3② ♦ 3②♣% ♦ ♥3♦♥ ♦-♠ ♦ ♦-3♠ %♠♦-3♠

♥ ♦ -♣-♦ ♥ ♦♥ ♠♦% % %♦♠ ♠ ♦ %♣-♦-3② ♦- %♦♠ ♦♠♠♦3% ♥

♦- ♣-3 ♦ 3 ①♣♥3- -♥ ❲♦-♥ ♥ %- %3♠3 3 %♠♦-3♠

-3♦♥ ♦ 3 %-% ♥ 3 ♦-3♠ ♦ 3♦3 ①♣♥3- %

ωi = βi + γilog x+ ui

- βi ♥ γi - ♣-♠3-% 3♦ %3♠3 ωi % 3 3 %- ♦ ♦♠♠♦3② i ♥ ui % ♥

--♦- 3-♠ % -3♦♥ ♥ 3% ①3♥%♦♥ % ♥ %3 -S♥3② % 3 ♥ ♣ -%3-3♦♥ %

%3% ♥

i βi = 1 ♥∑

i γi = 0 ♠♦%3 ♠♥ ②%3♠ 3♦♥ ♥ - ♥ ❯ -3 ♠♦%3 ♠♥ ②%3♠ ♥% 3 ♠♣♦②% 3%

①♣-%%♦♥ % %- ♦♥ 3% ♥3♦♥ ♦-♠ 3 33- 3♥ %♦♠ 3-♥3% ♥ 3♦♥ 3♦

3% ①♣-%%♦♥ %♦♠ ♠♣♦② J ♦- J ♥ 3% ♥3♦♥ ♦-♠ ♥ ♦- % ♦

3- ①3 -3♦♥ ♦- -♣-%♥33 ♥3 ♣-♦♣-3% % ♦- ①♠♣ 3- 3

♦♣♠♥3 ♦ 3 %- ♠♣- %3% - 33 -3- 3-♠% ♥ ♥♦♠ - -S-

♦- %♦♠ 3 ♥♦3 ①♣♥3- %- S3♦♥% % ♦- ①♠♣ 3♥%♦♥ 3 ♥

%♠♥ ♥ 3% ♠♣- -%3% % 3♦ 3 ♥ %% ♦ ♠♥ %②%3♠ ❯

♥ ❯ ♥-② 3-3 3♠%-% ♥②%% ♥ 3-♦- βi ♥ γi ♥ %♦ 3 ♦♥3 ♦S-3 3-♠ ♥ % ♦ ❯ ♦♠ ♥3♦♥% ♦ 3 ♣- 3♦- p

♥♦3- -S♥3② % ♥3♦♥ ♦-♠ ♦ ♥ -% % 3 ♦ ♦-3♠ ♠♥② %

♦ 3 ♠♣- ♦♥♥♥ %%♠ 3 ♦ ♦-3♠ ♦-♠ %

log qi = βi + eilog x+∑

k

eiklog pk + ui

3 3♦3 ①♣♥3- %33② ei = ∂log qi/∂log x ♥ ♣- %33② eij = ∂log qi/∂log pj ♥ %②

%3♠3 -3② -♦♠ ♠♣- %3% %♠♣ 3♦♥ % 3♦

log ωi = βi + (ei − 1) log x+ (eii + 1) log pi +∑

k 6=i

eiklog pk + ui,

♥ %♣② ♥ 3 % ♦ -♦%% %3♦♥ %3% 3 -3♦♥ % - 3♦

log ωi = β′i + γ′

ilog x+ ui.

Page 4: Demand System and Liquidity Constraints: Simple

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Page 5: Demand System and Liquidity Constraints: Simple

ωi = f (x)

fo (x; Ω) d

d× d Ω Φ(

αTx

)

d

f (x; Ω, α) = 2fo (x; Ω)Φ(

αTx

)

α

Page 6: Demand System and Liquidity Constraints: Simple

α

Z ∼ SN (0, 1, α)

Z =

X0 if U < αX0

−X0 otherwise

X0 U N(0, 1)

X0 U

Z

X0

U U

α > 0

Page 7: Demand System and Liquidity Constraints: Simple

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"#♠#♦♥ ♥ "#"

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Page 8: Demand System and Liquidity Constraints: Simple

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Page 9: Demand System and Liquidity Constraints: Simple

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$♦♥ ♥ $0 ①♣♥$0 0♥$0 ♥$0$♥♠♥$ ♥ $0 ①♣♥$0 ①$#

0$② #$0♦♥ #♥## ♥ $♦$ ♦♥#♠♣$♦♥

❲ ♥ ♥♦$ $♦ ♥$0♣0$ $# $0# 00♥ $ #②♠♠$0$② ♦ $ ♦0$♠ ♦ $

$♦$ ♦♥#♠♣$♦♥ ♥ ♥0 $ ♥♦♠ #$0$♦♥ ♦ ♦#♦# ♦②# +0$♦ ♣♦0 ♥

♥♦♠ 0♦♣ # ♥$0 ②# ♦♥ $ ♥ $ ♣0♦$② ♥#$② #$0$♦♥ ♥ 0 ♥

#♦ $# $ #♥## ♣0♠$0 ♦0 $# ♥$0 ♥ ♥♦$ >$② ①♣♥ $ 0♥ ♦

αTotal ② ♦♠♠♦$② 0♦♣# # # 0$$♥ ♥ $ $ #♥## ♥ ♦♦ ❲0♥ $♦♥

♥ $0 ①♣♥$0 0 #$0♦♥ ♦♠♣0 $♦ ♦$0 ♦♠♠♦$② 0♦♣# # # 0♥$0 0♦0

$ ♦ 0#♦♥ $♦ ♦♥#0 $0 #♦ #♦♠ ♥0②♥ ♣0♦♣0$② ♦0 # ♦♠♠♦$②

0♦♣ 0 $ # ♦♥#0 $ ♠♥♥ ♦ $ #$0♦♥ #♥## ♥ ♦♠♠♦$② 0♦♣ ①♣♥$0

#0 ♥ #♥## ♥ $♦$ ♦♥#♠♣$♦♥ $0② $♦ ①♣♥ $# $0 ♥ ♦$0 ♦0# ♦

♦♥#♠♣$♦♥ ♦#♦# ♠② # $♦ #♣♥ ♠ ♠♦♥② $♦ $ ♦♦ ❲0♥ $♦♥ ♥ $0

①♣♥$0 ♦0 # ♦#♦ ♥ ♥♦$ ♥0# $# ①♣♥$0 #0# $♦ #♦♠ 0#♦♥#

♥ ♣♦## 0#♦♥ ♠$ $ ①#$♥ ♦ $ >$② ♦♥#$0♥$ # $ #♠ ♦ ♦♠♠♦$②

0♦♣# #0 # $♦ $0 # ♠$$♦♥ $♦ ♥0# $ ①♣♥$0 #0 ♦ # ♦♠♠♦$#

# # ♦♦ ❲0♥# $ ♥0 $ >$② ♦♥#$0♥$ ①#$♥ ♦ $ ♠$$♦♥ 0$

#$♦0$♦♥ $♦ $ ①♣♥$0 #0 ♦$♦♥ ♥ $# ♠② ♣0♥$ ♦#♦# 0♦♠ ② ♦♣$♠③♥

$0 ♦0

♥$$ ♥ 6%② ♦♥$%9♥%

♥ $ ♥①$ ♥$0#$ ♦# $♦ ♦ #♠0 $ #♥## ♣0♠$0# ♥ $0$♦♥ >$② ♦♥#$0♥$

♠#0# 0 # ♣0♦①② ♦ ♦#♦# ♥0 >$② ♦♥#$0♥$ 0 ♠♣♦② $ ♠#0♠♥$

♦ $ 0$♦♥ ♦ ♥$♦♦$ $ ♦#♦# ♣♥ ♥ ❱♦♥$ ♥ 0 $

♥ ♦#♦ # $ ♦#♦# $# > $ ♥ # ♣♦#$ ♥ ## $♥

♦0 > $♦ ♦ $# 0♥♥# ♣0 ♣②♣0♦ ♦0 ♥$ ♥ $♥ $ #♠ ♦ ♦ $# ♣0

♣②♣0♦ ♥♦♠ ♥ $# ♦00♦♥ ♠$

Page 10: Demand System and Liquidity Constraints: Simple

αΩ

βαTotal αShare βTotal βShare

♦♦ ①♣♥)+ ,+ 4.72× 10−1 2.47

(

0.225 −0.029−0.029 0.014

)

♥, ①♣♥)+ ,+ 3.26× 104 9.26× 104(

0.211 −0.010−0.010 0.015

)

)+)② ①♣♥)+ ,+ 9.52× 10−1

(

0.255 −0.015−0.015 0.002

)

+♥)+ ①♣♥)+ ,+ 2.91× 10−1 3.21× 101(

0.209 0.0000.000 0.002

)

❲+♥ ①♣♥)+ ,+ −7.07× 10−2 2.28× 101(

0.209 0.0010.001 0.003

)

①♣♥)+ ,+ 4.40× 10−1 3.72× 102(

0.209 −0.001−0.001 0.003

)

♦♠♠♥)♦♥ ①♣♥)+ ,+ 2.81× 10−1

(

0.215 0.0120.012 0.017

)

)♦♥ ①♣♥)+ ,+ 6.44× 104 5.91× 107(

0.225 0.0260.026 0.020

)

♥)+)♥♠♥) ①♣♥)+ ,+ 8.56× 10−2 1.01× 101(

0.209 0.0010.001 0.010

)

)+ ①♣♥)+ ,+ 2.49× 10−2

(

0.238 0.0400.040 0.033

)

,)♠) H+♠)+, α, β ♥ Ω ♥ ♥ ,♠♦+)♠ ,

αΩ

βαTotal αShare βTotal βShare

♦♦ ①♣♥)+ ,+

(

0.346 −0.243−0.243 0.307

)

♥, ①♣♥)+ ,+

(

0.221 −0.493−0.493 14.301

)

)+)② ①♣♥)+ ,+

(

0.364 −0.301−0.301 0.417

)

+♥)+ ①♣♥)+ ,+

(

0.378 −0.208−0.208 0.874

)

❲+♥ ①♣♥)+ ,+

(

0.218 −0.089−0.089 1.590

)

①♣♥)+ ,+

(

0.245 −0.221−0.221 2.062

)

♦♠♠♥)♦♥ ①♣♥)+ ,+

(

0.265 −0.120−0.120 0.580

)

)♦♥ ①♣♥)+ ,+

(

0.213 0.0060.006 3.543

)

♥)+)♥♠♥) ①♣♥)+ ,+

(

0.330 −0.212−0.212 0.824

)

)+ ①♣♥)+ ,+

(

0.214 0.0320.032 1.124

)

,)♠) H+♠)+, α, β ♥ Ω ♥ ♥ ♦♦+)♠ ,

Page 11: Demand System and Liquidity Constraints: Simple

$ +-② ♦♥2-$♥- ♥ ♥22 - $♦♠ <$♠-$2 ♥ ♦♦ ①♣♥-$

$ ♣$2♥-2 - 2-$-♦♥ ♦ ♦2♦2 - $2♣- -♦ - 2♥22 Φ(

αTx

)

♥ + - ♥ ② - ♣②♣$♦ ♥♦♠ 2 ♥ ♦$$2♣♦♥2 -♦

- ♣♣$ ♥ ♦$ ♠- ♦$ - - ♦2♦2 - 2 ♥-$2-♥ -- - ♣ ♦ - 2-$-♦♥

♦- ♦♥ - ♣♣$ ♠- ♦ - - -2 + - ♥ 2 + -♦ - ♦

-2 $♥♥2 ♣$ ♣②♣$♦ ♦$♥ -♦ - 2-$-♦♥ ♥ - $ - ♦- ♦ - ♦♦♥

2--♠♥-2 $ -$ ♥ ♣ ♣ - ♦2♦2 - ♦2♦2 - 2♥22 ♦♠2

♠♦$-② ♥ ♥ ♣ ♣ ♦2♦ - 2♥22 - ♦2♦2 - -$ +

- ♥ ♦$ $♥♥2 $♦♥ 0.5 ♦♠2 ♠♦$-② 2 ♥♥2 $2 -- - 2♥22♥ +-② ♦♥2-$♥- ♠-② $- ♥ - 2♥22 ♣$♠-$ ♠- ♦♦ ♣$♦①② -♦

♠2$ - +-② ♦♥2-$♥-

$♥')♦♥ ♦ ) ♥'' 1$♠)$ ♦$ ♠

♥ ♦♥2$ - 2♥22 ♣$♠-$ 2 ♥ ♠♦♥- ♦ 2-♦$-♦♥ ♣$♥- ♦2♦2 $♦♠

② ♦♣-♠③♥ -$ ♦$ - 2 2♦ ♠♥♥ -♦ ♥②③ ♦ -2 ♣$♠-$2 ♥

♦$ -♠ ♣$2♥-2 - ♥ ♥ 2-♠- ♣$♠-$2 $♦♠ -♦ $2- ♦♥2$

- 2-♠- $2-2 ♦$ αShare αShare ♦ ♦♦ $♥-$ ♥ ♥-$-♥♠♥- ①♣♥-$ 2$

$22 2-② - -♠ αShare ♦ -♦♥ ♥ -$ ①♣♥-$ 2$2 $

♥$2♥ 2 $2- ♥-2 -- - 2-♦$-♦♥ ♥ ♦♦ $♥-$ ♥ ♥-$-♥♠♥- ①♣♥-$

2 $2♥ - -♦♥ ♥ -$ ①♣♥-$ 2 ♥$2♥ ♦♥ ♦♥-$2- 2♣② -

2-♦$-♦♥ ♥ -♦♥ ♥ -$ ①♣♥-$ 2♦ ♠♣2③ ♥ 2♥22 -- - 2-♦$-♦♥

♥ -2 ①♣♥-$ 2$ 2 ♥ ♥$2♥

♦♥ - 2 ♦♥2$ - ②♥♠2 ♥ αTotal ♠$ -♦ - 222♦♥ ♥ - ②♥♠2 ♦ αShare

- 2-♦$-♦♥ ♥ αTotal 2♦ ♥$2$2 ② ♦♠♠♦-② $♦♣ -$♦ - 2$② ♦$ -

♥-- ♥$2-♥♥ ♦ -2 2-♦$-♦♥ 2 ♠ ♠♦$ - -♥ - ♥②22 ♥ αShare ♥ ♥$

- 2-♦$-♦♥ ♥ x ①2 ♦$$2♣♦♥2 -♦ - 2-♦$-♦♥ ♦ - -♦♣ ♦ - ♣$♦-② 2-$-♦♥ ♥-♦♥♦$ - ♦ -♦- ♦♥2♠♣-♦♥ 2 2♠ $♦22 2-♠-♦♥ ♥ - 2 - -♦ 22♠ -

2-♦$-♦♥ ♥ x ①2 -♦ $ ② ♦♠♠♦-② $♦♣ ♥ ♣♦22 ♥$2-♥♥ 2 -- - ♥

♥ αTotal $-2 - ♥ ♥ ♦$$-♦♥ -♥ - -♦- ♦♥2♠♣-♦♥ ♥ - ①♣♥-$ 2$

Page 12: Demand System and Liquidity Constraints: Simple

αTotal αShare

♦♦ ①♣♥/1 21

♥2 ①♣♥/1 21

/1/② ①♣♥/1 21

1♥/1 ①♣♥/1 21

❲1♥ ①♣♥/1 21

①♣♥/1 21

♦♠♠♥/♦♥ ①♣♥/1 21

/♦♥ ①♣♥/1 21

♥/1/♥♠♥/ ①♣♥/1 21

/1 ①♣♥/1 21

2/♠/ I1♠/12 α, β ♥ Ω ♥ ♥ 2♠♦1/♠ 2

♦ ♦♠♠♦/② 1♦♣ 2 21 ♥ / 1 / 1122♦♥ ♥ ♦11/♦♥ ♦♥/

12 ② ♦♠♠♦/② 1♦♣2 1♥ ♥ 1122♦♥ ♦♥/ 12/2 ♥ / 2♦♣ ♦ / ♣/

1/ 22♥ ♥ / 1♥ ♥ /2 2♦♣ ♠② / / 1/♦♥ ♦ / 2/♦1/♦♥

♦♦♥((♦-

♦ 1 ♦♥② 222 / ♦ / 2/♠/ ♣1♠/12 / ♥♦/ 11 ♥② 2♥♥ ♦1

2/♠/♦♥ ♥ /2 2/♦♥ / / ♦♦♥22♦/ ② /♥ ♥ II ♣♦/

1 ♣♦/ 1♣12♥/2 ♥/♥/ ♣♦/ ♥ 2 1♣ /♦♦ /♦ ♣ 2222♥ /1 2/

♦ / ♣2② ♠ 1♦♠ 2♦♠ /♦1/ 2/1/♦♥ ♥ /2 2 / 2 ♥♦1♠ 2/1/♦♥

♣♦/ ♦♠♣12 /♦ ♣1♦/② 2/1/♦♥2 ♥ ♠♦2/ 2 /♦1/ ♥ ♠♣1 2 ②

♣♦//♥ /1 \♥/2 ♥2/ ♦/1 /2 /♦ 2/1/♦♥2 1 2♠1 / ♣♦/ 2

2/1/ ♦♥ / ♥ y = x1 2 ♥♦/1 ♠/♦♦♦② /♦ 2222 / 2♠1/② ♦ 2/1/♦♥ II ♣♦/ II ♣♦/ 1♣12♥/2

I1♦/②I1♦/② ♣♦/ ♥ ♦♠♣12 / /♦ ♠/ 2/1/♦♥ ♥/♦♥2 ♥2/

♦/1 1♥ ♥ ♥ II ♣♦/ 2 ♦/ ♥♦♥ 2 ♣1♦/② ♣♦/2 ♥ / 1♥ 2

/ ♥/♦♥ /②♣ ♦ / ♦♠♣12♦♥ ♣♦/ 22 ♥♦♥♠/ 2/1/♦♥ ♥/♦♥ ♦1 ♥2/②

♥/♦♥ /♦ / /2 \♥/2 II ♣♦/ 22 ♠/ 2/1/♦♥ ♥/♦♥

1 ♥ ♣12♥/2 ♣♦/ ♦ ♦♦ ❲1♥ ♥ ①♣♥/1 21 ♥

2♠♦1/♠ 1 ♥ ♦ ♦1/♠ 1 2 / 2 ♥/12/♥ /♦ ♦2 ♦♥

♦♠♣12♦♥ / /2 12/2 ♦♦ ①♣♥/1 21 ♣112 2♠♦ 2 12 ❲1♥

♥ ①♣♥/1 21 ♣112 ♦♦ 2 2 12/2 2 2♠ ♥ II ♣♦/ 1

♥ ♦1 ♠♦2/ ♦ ♥ II ♣♦/2 1 ♥♦/ \/② 2♥♥/ ♥ /2 2 ♠②

♥ 1/1 ♠♦/♦♥ ♦ / ♠♦

Page 13: Demand System and Liquidity Constraints: Simple
Page 14: Demand System and Liquidity Constraints: Simple

&♠♥-♦♥ -&♠&♦♥

" ♥ ♠'♦♦♦② /♦ ♥ / '♦ /'♠' ♣"♠'"/ ♥ /♥ /'♠'♦♥ ② /♥ ♠'

"' / ♥♦"♠ /'"'♦♥ "/' ♦♥/" ♠♥/♦♥ ♣/ /♣ ♦♥//' ♦ ' '♦' ①

♣♥'" ♥ ♦♠♠♦'② "♦♣/ ①♣♥'" /" ❲ ♠♥' ♦♠♠♦'② "♦♣ ♥/

①♣♥'" /" "♦♠ '♦ ♣"♥' ♠'/♣♥"② ♣"/♥'/ ' /'♠' ♣"♠

'"/ ♦" '/ ♠'"' /'♠'♦♥ ♥ ♦♠♣" '/ "/' ' / /

♦♠♣"♥ αShare ♥ ♥ α ♥ ' /♥// /'② ♥"// ♥ ♠♦/' ♦♠♠♦'②"♦♣/

α βΩ

/'♠' Q"♠'"/ α, β ♥ Ω ♥ ♥ ♠'"' ♦♦"'♠ /♦' ♦' ①♣♥'" ♦♦ ①♣♥'" /" '"'② ①♣♥'" /" "♥'"

①♣♥'" /" ❲"♥ ①♣♥'" /" ①♣♥'" /" ♦♠♠♥'♦♥

①♣♥'" /" '♦♥ ①♣♥'" /" ♥'"'♥♠♥' ①♣♥'" /" ♥

'" ①♣♥'" /"

" ♦♥'♦" ♦ ♦"'♠ ♦ ♦♥/♠♣'♦♥ ❳ ①/ ♥ ♦♦ ①♣♥'" " ❨ ①/

" ' /♦ ♠♣/③ '' ' /'♠'♦♥ ♥ ♠'"' / ♥♦"♠ / ♥♦' /' ♦♠♣"

'♦ ' "' / '② '♦ /'♠' ♣"♠'"/ ♦ ♥ ♥ /♥ ♣

'♦ ' ♠'"' / ♥♦"♠ /'♠'♦♥ / /♠♣ ♥ ♣♦" / /'♠'♦♥ ♠' ♥♦'

Page 15: Demand System and Liquidity Constraints: Simple

♣♣$♦♣$' ♥ )♥) ♦ ♦' )''② ♥ )♥♥ ) ♣$)♥' ♥ $ ' ♦♦♥))

♦' ♥ == ♣♦' ♣$♦) )) )♥♥ '♦♥) ♦ ♠♣$ $♦♠ '

'♦$' ♥$) ' ' ' ♥ ♣♦' ♥ ' ♠ ♥ == ♣♦' ♥ ') '$) ♣♣$

♥ ) ♦ ' )) )♥♥ ♥ ♥$

♠♠%② ♥ +++♦♥

) ♣♣$ ♣$♦♣♦) ♥ ♠'♦♦♦② '♦ ♠)$ ' )♥)) ♦ ' ♦♥)♠♣'♦♥ ♥ )'$'♦♥

' ) )♦ ' '' ' ♠)$ )♥)) ♠'② $') '♦ ' ♠♦$ ♣$♦①② ♦ ' G'②

♦♥)'$♥' G ' ♥ ♦$ $♥♥) ♣$ ♣②♣$♦ ) ♣♣$ ) ♠♦'' ② ' ♥)

'♦ ♣$♦ )♠♣ ♠'♦♦♦② '♦ ♠)$ ' G'② ♦♥)'$♥' ♥ ♥ ♦♥'$② ' ♣♦♦$

)'')' '$② '♦ )$ ♣$♦①) '♦ ♠)$ ' G'② ♦♥)'$♥' $ ♣$♦♣♦) '

♠'♦♦♦② '♥ '♦ ♦♠ ♠♦$ ♦♠♣① '$② '♦ ♠)$ ' ♠♦$ $♦$♦)② ♥ ♦♥'$)' ♦$

♠'♦♦♦② ♦♥② $G$) ♠$♦ ' ♦♥ '♦' ♦♥)♠♣'♦♥ ♥ ') $ ♦♥ ♦$ ♦♠♠♦'②

$♦♣

♥ ' ♦'$ ♥ )$ ))) $ ' ♦$ $'$ )))♦♥) $)' ' ♦$♥ ♦ ' )♥))

)♦ ♦♥)$ $② '$♦ ' )'')' ♥②)) ) ) ))) ♥ ))♠

' ♦$♥ ♦ ' )♥)) '♦ $)' $♦♠ )'♦)' ♥$)$) ♥ ' ♦♥)♠♣'♦♥ ♦ ♦'$

♦♠♠♦'② $♦♣ ♦$ ' ' ♦ ' )♥)) ♥ ' )'$'♦♥ ♦ ' '♦' ♦♥)♠♣'♦♥ ♦$

♥♦♠ ) ♦ ) )'$♦♥ ♥ '♦ ♥'② ' ♣②) )♥♥' $♦ '♦ )'♠' '

)♥)) ♣$♠'$ α♦♥ ' ♠♦'♦♥ ♦ ' ♠♦ $G$ '♦ ♠♣$♦ ' ♦♦♥))♦' )♣ ♦

♥ == ♣♦' $) ② ♦♠♠♦'② $♦♣) ♥ )'♠' ②$) )♦ ♠♦$ ♦♠♣$♥) ♦$ ♥$

♠♦ ♠' $G$ $ $ )♦♠ ♦'$ ))) ♦$ ' ) )'$'♦♥ ) ) ) ②

)'$'♦♥) ) ♣' )'$'♦♥) ' ' ♥$)'♥♥) ♦ )'$'♦♥ ♥

♦) ♦♥)$'♦♥ ♦ ' ♦♥♦♠ ♥'$♣$''♦♥ '♦ ' ''$ ♥$)'♥♥) ♦ ' ♥

②♥♠)

$ ' ♥''♦♥ ♦ ' ♣$♠'$ ♦$ ' ♣$♦①② '♦ ♠)$ ' G'② ♦♥)'$♥' )

♥♦'$ ♠♣♦$'♥' )) ♥ ) ' )♥)) ♣$♠'$ ♦ ♦♦ ①♣♥'$ ) ♣$♦①② '♦

♠)$ ' G'② ♦♥)'$♥' ♦$ ' ♥''♦♥ ♦ ' ♣$♠'$ ) ♣$♦①② ♥

$'$ )))♦♥) ♥ '♦♥ '$♦ ♠♥② )'')' ♥②)) ♥ $♦) ♦♥'$) ♥ ♦ '

♠'♦♦♦② '♦ ♠)$ ' )♥)) ) '♦ ) ' )'♠' ♣$♠'$) ♥ ♠'$' )

)'$'♦♥ ' ') ♠'♦♦♦② ♦) ♥♦' ♦$ ♥ ♦$ ♥②)) '♦ )) )''② ♥ )♥♥

) )))♦♥ )♦ ♦♥'♥ ♥ ♥ ' ' ♠♦ ♠♦'♦♥

Page 16: Demand System and Liquidity Constraints: Simple

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