Yan Xia, Dwi Susanto, & Parr Rosson

Slides:



Advertisements
Similar presentations
C82MST Statistical Methods 2 - Lecture 5 1 Overview of Lecture Testing the Null Hypothesis Statistical Power On What Does Power Depend? Measures of Effect.
Advertisements

Multivariate Cointegartion
Cointegration and Error Correction Models
Dynamic panels and unit roots
Exploring the Causality Relationship between Trade Liberalization, Human Capital and Economic Growth: Empirical Evidence.
Topics
Structural modelling: Causality, exogeneity and unit roots Andrew P. Blake CCBS/HKMA May 2004.
Ch. 21 Practice.
COINTEGRATION 1 The next topic is cointegration. Suppose that you have two nonstationary series X and Y and you hypothesize that Y is a linear function.
1 SHORT-RUN DENSITY FORECAST FOR ETHANOL AND MTBE PRICES Michael H. Lau Joe L. Outlaw James W. Richardson Brian K. Herbst Texas A&M University Department.
Chapter 11 Autocorrelation.
What Explains Germany’s Rebounding Export Market Share Stephan Danninger (IMF Research Department) Fred Joutz (George Washington University) September.
Empirical study of causality between Real GDP and Monetary variables. Presented by : Hanane Ayad.
Hypothesis testing Week 10 Lecture 2.
Business 205. Review Sampling Continuous Random Variables Central Limit Theorem Z-test.
Hypothesis Testing Steps of a Statistical Significance Test. 1. Assumptions Type of data, form of population, method of sampling, sample size.
BCOR 1020 Business Statistics Lecture 20 – April 3, 2008.
CHIEN-WEN PENG NATIONAL TAIPEI UNIVERSITY I-CHUN TSAI NATIONAL UNIVERSITY OF KAOHSIUNG STEVEN BOURASSA UNIVERSITY OF LOUISVILLE 06/25/ 2010 Determinants.
The Impacts of Expanded Biodiesel Production on the World Soybean Market Rafael Costa, Dwi Susanto & Parr Rosson Center for North American Studies (CNAS)
Impact of Rising Imports and Input Costs on U.S. Chile Industry Ram N. Acharya Department of Ag Econ and Ag Business New Mexico State University.
4-1 Statistical Inference The field of statistical inference consists of those methods used to make decisions or draw conclusions about a population.
Statistics Pooled Examples.
East Asian Equity Markets, Financial Crisis, and the Japanese Currency Stephen Yan-leung Cheung Professor of Finance (Chair) Department of Economics and.
2 LIBERALIZATION, PRODUCTIVITY AND AGGREGATE EXPENDITURE: FUNDAMENTAL DETERMINANTS OF REAL EQUILIBRIUM EXCHANGE RATE Juan Benítez Gabriela Mordecki XI.
DEFINITIONS 1 SAMPLE MEAN Z-TEST 1 SAMPLE MEAN T-TEST 1 PROPORTION Z-TEST 2 INDEPENDENT SAMPLES T-TEST 2 RELATED SAMPLES PAIRED DATA TYPE OF ERRORS Chapter.
Adnan, Uzma & Butt Relationship between Exchange Rate, Exports and Imports: Analysis in the form of Co- integration and Bi-Variate Causality. Empirical.
The Impact of Fiscal Policy on Residential Investment in France Pamfili Antipa, Christophe Schalck The Macroeconomics of Housing Markets Paris, 3 rd of.
AAEA Meeting Trade Creation and Trade Diversion in the North American Free Trade Agreement: The Case of Agricultural Sector Dwi Susanto C. Parr Rosson.
Hypothesis Testing Errors. Hypothesis Testing Suppose we believe the average systolic blood pressure of healthy adults is normally distributed with mean.
STEP BY STEP Critical Value Approach to Hypothesis Testing 1- State H o and H 1 2- Choose level of significance, α Choose the sample size, n 3- Determine.
Testing for unit roots in Eviews
NURHIKMAH OLA LAIRI (LAILUOLA) Ph.D International Trade Student Id :
Impacts of Multi-Fiber Arrangement Removal on Textile & Cotton Trade Slide Presentation of a Poster Presented at the Annual Meetings of the Southern Agricultural.
Cointegration in Single Equations: Lecture 5
Hypothesis Testing Steps for the Rejection Region Method State H 1 and State H 0 State the Test Statistic and its sampling distribution (normal or t) Determine.
Chapter 9: Hypothesis Tests for One Population Mean 9.2 Terms, Errors, and Hypotheses.
SAEA Market Integration in the North American Onion Markets: An Empirical Analysis Using Panel Data Dwi Susanto C. Parr Rosson Flynn J. Adcock Center.
Lec. 19 – Hypothesis Testing: The Null and Types of Error.
March 5, 2015 University of Salerno Vincenzo Passannante 1 CORSO DI DOTTORATO IN INGEGNERIA ED ECONOMIA DELL’INNOVAZIONE XIII CICLO 1 Department of Economics.
1 R ICE U NIVERSITY The Relationship between Crude Oil and Natural Gas Prices Peter Hartley Kenneth Medlock III Jennifer Rosthal James A. Baker III Institute.
Econometric methods of analysis and forecasting of financial markets Lecture 4. Cointegration.
1 Lecture Plan : Statistical trading models for energy futures.: Stochastic Processes and Market Efficiency Trading Models Long/Short one.
Maize Price Differences and Evidence of Spatial Integration in Malawi: The Case of Selected Markets BY LOVEMORE NYONGO ICAS VI: RIO DE JANEIRO, BRAZIL.
MONEY SUPPLY AND ECONOMIC GROWTH IN SRI LANKA (An Empirical Re - Examination of Monetarist Concept)
Ex St 801 Statistical Methods Part 2 Inference about a Single Population Mean (HYP)
An Introduction to Error Correction Models (ECMs)
The Co-Movement Relationship Between Islamic Stock Market and Conventional Stock Market Bassam.
Financial Econometrics Lecture Notes 4
ECO 400 Vector Error Correction Models (VECM)
An Assessment of Climate Change
MR. MIM. Riyath DR. A. Jahfer
Monetary Policy Transmission Mechanism in Zambia
Example 5 The supervisor of a production line that assembles
Hypothesis Tests: One Sample
MATH 2311 Section 8.2.
اختبار الفرضيات اختبارالفرضيات المتعلقة بالوسط
Hypothesis Theory PhD course.
P-value Approach for Test Conclusion
Example 5 The supervisor of a production line that assembles
COINTEGRATION AND ERROR CORRECTION MODELS
Unit Roots 31/12/2018.
Spurious Regression and Simple Cointegration
Asymmetric price adjustments under ever - increasing costs Evidence from the Retail Gasoline Market in Colombia Marc Hofstetter Jorge Tovar Economics.
Virtual University of Pakistan
Vector AutoRegression models (VARs)
國際金融專題 期中報告 Cointegration And The Causality Between Stock Prices And Exchange Rates Of The Korean Economy 授課教授:楊奕農 教授 國貿碩一 梁璇德.
Adding variables. There is a difference between assessing the statistical significance of a variable acting alone and a variable being added to a model.
Chou, Mei-Ling Assistant Professor Nanya Institute of Technology
Free Trade Area of the Americas: Status & Prospects
Presentation transcript:

Yan Xia, Dwi Susanto, & Parr Rosson Testing the Market Integration in Regional Cantaloupe & Mellon Markets between the U.S. and Mexico: An Application of Error Correction Model Yan Xia, Dwi Susanto, & Parr Rosson Department of AgEcon Texas A&M University

Overview Cantaloupe and Melon Markets – import tariffs Data and Methodology Estimation and Results Conclusions

Cantaloupe U.S. is net importer Mexico is the major supplier to U.S. 24% of supply in 1990’s Mexico is the major supplier to U.S. U.S. phasing out tariffs on Mexican imports Mexico phasing out tariffs with a faster pace Major tariffs eliminated on Dec 31, 2002

Watermelon Mexico is the major supplier of watermelon to the U.S. 92% since NAFTA, 1994 Very little are exported from U.S. to Mexico Less than 1 percent of U.S. crop Major tariffs are mutually eliminated Jan 1, 2003

NAFTA Major tariffs were removed in 1994 and agricultural markets become much more integrated Intensifies the integration process over the last 12 years

Data & Methodology Monthly prices, Jan 1996 – July 2006 ADF test for the order of integration AIC to determine lag length Price series are integrated of order one I(1)

Unit root test results by ADF ADF test statistics Variables Level 1st Diff. USPC -0.8051 -11.9574 USPW -1.3036 -15.0388 MEPC -0.7692 -8.3876 MEPW -0.3803 -12.8115 5% significance level. Critical value = -2.98 PC = cantaloupe price PW = watermelon price

Data & Methodology II Johansen approach to test cointegration Trace test Maximum Likelihood Ratio Test (MEV)

Estimation & Results I 01/1996 – 07/2006 Vars. Null Trace 95% MES 95% USPC & r=0 24.67 19.99 15.31 15.67 MEPC r<=0 9.36* 9.13 9.36* 9.24 USPW & r=0 46.74 19.99 39.30 15.67 MEPW r<=0 7.44 9.13 7.44 9.24 Fail to reject the null hypothesis at 1% significance level.

Estimation & Results II 01/1996 – 12/2002 Vars. Null Trace 95% MES 95% USPC & r=0 16.69 19.99 9.30 15.67 MEPC r<=0 7.39 9.13 7.39 9.24 USPW & r=0 22.20 19.99 18.34 15.67 MEPW r<=0 3.85 9.13 3.85 9.24 No evidence of cointegration of cantaloupe prices before 12/02.

Estimation & Results III 01/1996 – 12/2002 Vars. Null Trace 95% MES 95% USPC & r=0 31.47 19.99 25.05 15.67 MEPC r<=0 6.42 9.13 6.42 9.24 USPW & r=0 41.54 19.99 31.83 15.67 MEPW r<=0 9.71* 9.13 9.71* 9.24 Fail to reject the null hypothesis at 1% significance level.

Estimation & Results IV Long run price transmission elasticities 01/96-07/06 01/96-12/02 01/03-07/06 Vars. Can. Wat. Can. Wat. Can. Wat. USPC 1.00 - 1.00 MEPC -.8474 - -1.8458 USPW 1.00 1.00 1.00 MEPW -.2313 -.1201 -2.1438

OLS estimates using ECM 01/96-07/06 01/96-12/02 01/03-07/06 DVars. ΔUSPC ΔUSPW ΔUSPC ΔUSPW ΔUSPC ΔUSPW Inter. -.0014 -.0012 -.0021 -.0002 .0005 ΔUSPC(-1) -.5257 -.3925 (8.08) (3.27) ΔMEPC(-1) .5570 .4116 (5.35) (1.97) ΔUSPC(-1) -.4446 -.4075 -.4363 (6.43) (4.42) (3.88) ΔUSPC(-1) .8397 .8624 .9307 (5.29) (4.62) (2.67) EMC(-1) .7983 .4649 .3642 .6579 (9.89) (5.98) (3.61) (4.45)

Conclusions I Cantaloupe prices & watermelon prices are cointegrated 01/96-07/06 Watermelon prices are cointegrated pre- and post- 2002 Cantaloupe prices are cointegrated after 2002 only

Conclusions II Market integration significantly enhanced in watermelon sector after the removal of major tariff in 2002 0.12 to 2.14 Dramatic improvement of market integration in cantaloupe sector after 2002 0.85 to 1.85

Conclusions III U.S. and Mexican prices tend to return to their long-run equilibrium from any deviations in the normal relationships. Time taken to return to long-run equilibrium is faster during post-2002 than pre-2002 period. The removal of major tariff in 2002 sped up market integration.

Thank You!