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RESEARCH SEMINAR “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME...

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RESEARCH SEMINAR www.nopoor.eu “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21 st – 23 rd 2013 Directed by: Prof. de Arce & Prof. Mahía Applied Economics Department, UAM
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Page 1: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

RESEARCH SEMINAR

www.nopoor.eu

“THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY

AND INCOME DISTRIBUTION ANALYSIS”

Madrid, October 21st – 23rd 2013

Directed by:Prof. de Arce & Prof. Mahía

Applied Economics Department, UAM

Page 2: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

Web Page:http://www.uam.es/rafael.dearce/cge_seminar_october.htm

WIFI connection: User: nopoor2013 Password: 20!

3%NpRu4M

Software: GAMShttp://www.gams.com

Reception of Participants: Facultad CC.EE.EE. UAMMódulo 14.

Centro Predicción EconómicaSalón de

Grados “Emilio Fontela”

Classroom: Facultad CC.EE.EE.Mornings: Módulo 14.

Class: 105 (downstairs)Afternoons: Mód. 14.

Class: 201 (middle floor)

Page 3: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

COMPUTABLE GENERAL EQUILIBRIUM MODELS

COMPUTABLE GENERAL EQUILIBRIUM

DATA (SAM)

MicroMacro

MATHS

NATIONAL ACCOUNTS

Page 4: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

COMPUTABLE GENERAL EQUILIBRIUM MODELS

Page 5: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

STATIC vs DYNAMIC – PARTIAL vs GENERAL EQUILIBRIUM

Static Dynamic

Partial Equilibrium

Markets performance (microecomics)

Microeconometric models

General Equilibrium

Interlinked Markets(Walras / Debreu)

CGE MODELS and Macro - econometrics

Economists of the Time: Partial Equilibrium and Static conceptIO models (Leontief): General Equilibrium and Static conceptMacroeconometric models (Tinbergen, Klein): GE and Dynamic

Page 6: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

SOME HITS OF A NON EXHAUSTIVE HISTORY OF CGE MODELSQuesnay, 1758

Laussane Academy, (Switzerland): Léon Walras and Vilfredo Pareto

Leontief’s “Inter-relation of prices, output, savings and investment” (1937)

The Arrow- Debreu general equilibrium theory (1954)

The Cambridge Growth Project and Richard Stone (1960’S)

Norway CGE Model, Johansen, 1960

AGE Model and Scarf linnear solutions

Taylor & Black, 1974. Introducing external disequilibrium

Adelson and Robinson, 1976. “Chain of models as a dynamic approach”MONASH / ORANI Models for Australia and GEMPACK software

GTAP – IFPRI – World Bank

Page 7: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

USING CGE MODELS (from Cockburn et Al. (2008))

the effects on:

• Macro variables, including measures of nation-wide or even global economic welfare; • industry variables; • regional variables; • labour market variables;• distributional variables; and • environmental variables

of changes in: • taxes, public consumption and social security payments; • tariffs and other interferences in international trade;• environmental policies; technology; • international commodity prices and interest rates; • wage setting arrangements and union behavior; and • known levels and exploitability of mineral deposits (the Dutch disease).

Page 8: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

THE SIMPLEST MODEL

Source: Hosoe, 2004

Page 9: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

SOCIAL ACCOUNT MATRIX (SAM) SCHEMA

SAM is read from column to row, so each entry in the matrix comes from its columnheading, going to the row heading: For example, Consumption (C) comes from households and is paid to firms..

Source: Mitra-Khan, 2008

Page 10: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

EXTENDED CGE MODEL (Example in Hosoe, 2004)

Page 11: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

Name Production Function σ (K,L) ε

Linnear ∞ 1

Cobb-Douglas 1 α+β

Leontief0

1 if

CESh /))1(( hLKAQ

MATHEMATICAL FUNCTIONS FOR COMBINING ELEMENTS (… for example, production factors)

… CES as a Generalized Exprexion ….

Page 12: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

MATHEMATICAL FUNCTIONS FOR COMBINING ELEMENTS (… for example, production factors)

The elasticity of Substitution (sigma) represents the shape of the isoquants curvesLeontief

LinnearCobb-Douglas

Page 13: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

COMPUTABLE GENERAL EQUILIBRIUM MODELS

DATA

• Social Account Matrix• Identifying the elements

PARAMETE

RS

• Declaring parameters• Calculations

VARIABLE

S

• Declaring variables• Defining equations

CALIBRATION

• Producing the initial General Equilibrium

SHOCK

• Introducing a shock in the system• Return to the equilibrium

Data Schema

Functional Schema

SimulationGame

Page 14: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

SWOT DIAGRAM

STRENGTHS OPPORTUNITIES

Performing simulations in spite of limited data.Matching theory and data.

Disaggregating actors behaviour from specific surveys.Clarifying the political debate.

WEAKNESS THREATS

Non testing capabilities about elasticities estimates.Assumptions about functions and some elasticities

Exponential increase of linkages.Irregular calibration methods.

Page 15: RESEARCH SEMINAR  “THE USE OF COMPUTABLE GENERAL EQUILIBRIUM MODELS (CGE) FOR POVERTY AND INCOME DISTRIBUTION ANALYSIS” Madrid, October 21.

REFERENCES

Cockburn, J., Decaluwé, B. & Robichaud, V. (2008): “Trade Liberalization and Poverty: A CGE Analysis of the 1990s Experience in Africa and Asia”. Poverty and Economic Policy (PEP) Research Network, 2008.

Hosoe, N. (2004): “Computable General Equilibrium Modeling with GAMS”. National Graduate Institute for Policy Studies, Mimeo.

Mitra-Khan, B. (2008): Debunking the Myths of Computable General Equilibrium Models, SCEPA Working Paper 2008-1.


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