Dynamic Characteristics Analysis of Malaysian Crude Palm Oil Price Using Fractal Theory

This thesis aims at the dynamic characteristics analysis of Malaysian Crude Palm Oil (CPO) price using R/S analysis to identify the Hurst exponent correlation coefficient, power law exponent, memory term, and market efficiency. To get the generalized Hurst exponent of Malaysian CPO price in this stu...

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Main Author: Molida Yi
Other Authors: Lect. Dr. Napat Harnpornchai
Format: Theses and Dissertations
Language:English
Published: เชียงใหม่ : บัณฑิตวิทยาลัย มหาวิทยาลัยเชียงใหม่ 2017
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Online Access:http://cmuir.cmu.ac.th/jspui/handle/6653943832/39919
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Institution: Chiang Mai University
Language: English
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spelling th-cmuir.6653943832-399192017-08-23T20:04:24Z Dynamic Characteristics Analysis of Malaysian Crude Palm Oil Price Using Fractal Theory การวิเคราะห์ลักษณะเฉพาะพลวัตของราคาน้ำมันปาล์มดิบของประเทศมาเลเซียด้วยทฤษฎีสาทิสรูป Molida Yi Lect. Dr. Napat Harnpornchai Assoc. Prof. Dr. Kanchana Chokethaworn Palm oil -- Prices This thesis aims at the dynamic characteristics analysis of Malaysian Crude Palm Oil (CPO) price using R/S analysis to identify the Hurst exponent correlation coefficient, power law exponent, memory term, and market efficiency. To get the generalized Hurst exponent of Malaysian CPO price in this study, the price of CPO that covers 379 months since January 1983 to July 2014 is calculated with Matlab by using R/S analysis. The result of the Hurst exponent shows that H value is less than 0.5 (H = 0.3647). It means that Malaysian crude palm oil price has anti-persistent characteristic with negative correlation from the past, present, to future period. Moreover, the power law exponent is 1.7294, which tells that the CPO price is Pink noise process and the slope of the prices is downward. In addition, the Malaysian CPO price has long memory term only 9 months, which it is too small, so it has short-term memory more than long-term memory due to some external factors. With respect to the Hurst exponent, the Malaysian CPO price follows the Fractal Market Hypothesis (FMH).The results are also beneficial to Malaysian CPO price forecasting and can give some suggestions for policy-making and investors making-decision. 2017-08-23T04:57:24Z 2017-08-23T04:57:24Z 2014-12-02 Thesis http://cmuir.cmu.ac.th/jspui/handle/6653943832/39919 en เชียงใหม่ : บัณฑิตวิทยาลัย มหาวิทยาลัยเชียงใหม่
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
language English
topic Palm oil -- Prices
spellingShingle Palm oil -- Prices
Molida Yi
Dynamic Characteristics Analysis of Malaysian Crude Palm Oil Price Using Fractal Theory
description This thesis aims at the dynamic characteristics analysis of Malaysian Crude Palm Oil (CPO) price using R/S analysis to identify the Hurst exponent correlation coefficient, power law exponent, memory term, and market efficiency. To get the generalized Hurst exponent of Malaysian CPO price in this study, the price of CPO that covers 379 months since January 1983 to July 2014 is calculated with Matlab by using R/S analysis. The result of the Hurst exponent shows that H value is less than 0.5 (H = 0.3647). It means that Malaysian crude palm oil price has anti-persistent characteristic with negative correlation from the past, present, to future period. Moreover, the power law exponent is 1.7294, which tells that the CPO price is Pink noise process and the slope of the prices is downward. In addition, the Malaysian CPO price has long memory term only 9 months, which it is too small, so it has short-term memory more than long-term memory due to some external factors. With respect to the Hurst exponent, the Malaysian CPO price follows the Fractal Market Hypothesis (FMH).The results are also beneficial to Malaysian CPO price forecasting and can give some suggestions for policy-making and investors making-decision.
author2 Lect. Dr. Napat Harnpornchai
author_facet Lect. Dr. Napat Harnpornchai
Molida Yi
format Theses and Dissertations
author Molida Yi
author_sort Molida Yi
title Dynamic Characteristics Analysis of Malaysian Crude Palm Oil Price Using Fractal Theory
title_short Dynamic Characteristics Analysis of Malaysian Crude Palm Oil Price Using Fractal Theory
title_full Dynamic Characteristics Analysis of Malaysian Crude Palm Oil Price Using Fractal Theory
title_fullStr Dynamic Characteristics Analysis of Malaysian Crude Palm Oil Price Using Fractal Theory
title_full_unstemmed Dynamic Characteristics Analysis of Malaysian Crude Palm Oil Price Using Fractal Theory
title_sort dynamic characteristics analysis of malaysian crude palm oil price using fractal theory
publisher เชียงใหม่ : บัณฑิตวิทยาลัย มหาวิทยาลัยเชียงใหม่
publishDate 2017
url http://cmuir.cmu.ac.th/jspui/handle/6653943832/39919
_version_ 1681421722916487168