MEASURING LONG-RUN DEMAND ELASTICITIES FOR PETROLEUM PRODUCTS IN OPEC 1 Carol A. Dahl, Professor,...
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Transcript of MEASURING LONG-RUN DEMAND ELASTICITIES FOR PETROLEUM PRODUCTS IN OPEC 1 Carol A. Dahl, Professor,...
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MEASURING LONG-RUN DEMAND ELASTICITIES FOR PETROLEUM
PRODUCTS IN OPEC
Carol A. Dahl, Professor, Mineral and Energy Economics Program, Colorado School of Mines, Golden Colorado, USA and Visiting Professor,
Department of Economics, King Saud University and
Afaf A. Abaalkhail, Lecturer, Department of Economics, College of Business Administration, King
Saud University, Riyadh, Saudi Arabia,
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Coming Attractions:
Global Growth in Oil Products compared to OPEC
Only Asia Pacific has grown faster
Compare model types
Talk about scope of project
time periods
products
countries
Issues from initial analysis
Some observations on Saudi Arabia
4Models
Charemza and Deadman (1997)
Where O = the consumption of the oil product
P =the price of the energy productY = some measure of economic activity such as GDPt = an indice for the observation, which is time in a time series estimatet – 1 = the variable last period
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Scope of Project
1980-2009Gasoline, Kerosene, Diesel, Residual Total Oil ProductsCountries
Algeria, Angola, Ecuador, Indonesia, Iran, Kuwait,Libya, Nigeria, Qatar, UAE, Venezuela
Today talk about project in context of Saudi Arabia
7Oil's Importance to Saudi Arabia (2009)
(Source: Saudia Arabian Monetary Authority)
>80% of merchandise exports >80% of government revenues >15% of gross fixed capital formation ~1/4 Gross Domestic Product (GDP)
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Issues to Consider
Measure of income?GDP erratic from oil cycles
permanent incomenon oil income
Population composition?women joining labor forceguest workers
What price?What currency?
local PPP better than exchange rates
15Gasoline 1980-2009
1. LnQ/Pop = β1 + β2LnP + β3LnY/Pop2. LnQ = β1 + β2LnP + β3LnY
1. Dep=ln(G/Pop) Coefficient t-Statistic C -0.657 -0.715Pg -0.199 -3.654Y/Pop -0.704 -4.043R2 = 0.39
2. Dep=ln(G) Coefficient t-Statistic C -6.947 -7.678Pg 0.173 2.690Y 1.486 9.639R2 = 0.810
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Gasoline 1981-2009 (LE)
3. LnQ = β1 + β2LnP + β3LnY + β4LnE-13. Dep = Ln(G) Coefficient t Statistic LR
C -1.050 -3.051 Pg -0.045 -2.820 -0.33Y 0.240 3.507 1.84G-1 0.887 19.557R2 = 0.996
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Kerosene 1980-2009
1. LnQ/Pop = β1 + β2LnP + β3LnY/Pop2. LnQ = β1 + β2LnP + β3LnY 1. Dep=ln(K/Pop) Coefficient t-Statistic
C 1.932 3.510Pk -0.001 0.249Y/Pop -2.019 0.005R Square = 0.452
2. Dep=ln(K) Coefficient t -Statistic C -12.305 -5.253Pk 0.667 3.234Y 2.108 5.157R Square = 0.671
18Kerosene LE 1981-2009
~3/4 domestic jet, ~1/4 residential
3. LnK = β1 + β2LnP + β3LnY + β4LnK-13. Dep = Ln(K) Coefficient t Statistic LR
C -0.586 -0.333Pk -0.068 -0.542 -0.56Y 0.155 0.512 1.27K-1 0.878 8.543
19Diesel/Gasoil (1980-2009)
~ 50% Electricity and Industry, Transport 50%1. LnQ/Pop = β1 + β2LnP + β3LnY/Pop2. LnQ = β1 + β2LnP + β3LnY1. Dep=ln(D/Pop) Coefficient t-Statistic
C -0.719 -2.459Pd -0.151 -3.951Y/Pop -0.423 -3.083R Square = 0.605
2. Dep=ln(D) Coefficient t -StatisticC 4.785 -5.31Pd 0.126 2.183Y 1.185 7.617R Square = 0.761
20Diesel/Gasoil (1981-2009)
3. LnQ = β1 + β2LnP + β3LnY + β4LnE-13. Dep = Ln(D) Coefficient t Statistic LRC -1.323 -3.462Pd -0.038 -1.951 -0.176Y 0.327 3.908 1.498D-1 0.782 12.505
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Residual (Heavy) Fuel Oil (1981-2006)
1. LnQ/Pop = β1 + β2LnP + β3LnY/Pop2. LnQ = β1 + β2LnP + β3LnY1. Dep=ln(R/Pop) Coefficient t-Statistic
C -8.361 -1.954P r -0.178 -0.546Y/Pop 1.076 1.333R-squared 0.326
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Heavy Fuel Oil (1981-2006)
3. LnR = β1 + β2LnP + β3LnY + β4LnR-13. Dep = Ln(R) Coefficient t Statistic LR
C -0.788 -0.707Pr -0.126 -1.399 -1.07Y 0.210 1.166 1.78R-1 0.882 8.908