COMOVEMENT ANALYSIS OF CPO (CRUDE PALM OIL) AND SBO (SOYBEAN OIL) FUTURES PRICE USING WAVELET COHERENCE METHOD

Among the commonly-used analysis method from econophysics is wavelet analysis/wavelet coherence method. Wavelet analysis is a time series analysis method that transforms the time series data into a series of small wave function called wavelet according to a mother wavelet in order to study its...

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Main Author: Alifio Arhab, Luqman
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/80589
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:80589
spelling id-itb.:805892024-02-01T13:58:59ZCOMOVEMENT ANALYSIS OF CPO (CRUDE PALM OIL) AND SBO (SOYBEAN OIL) FUTURES PRICE USING WAVELET COHERENCE METHOD Alifio Arhab, Luqman Indonesia Final Project Comovement, Futures Price, Wavelet Analysis. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/80589 Among the commonly-used analysis method from econophysics is wavelet analysis/wavelet coherence method. Wavelet analysis is a time series analysis method that transforms the time series data into a series of small wave function called wavelet according to a mother wavelet in order to study its volatility and comovement. As a method that relies on transformation of data, wavelet analysis should be affected by the parameter choosen for data transformation. This research aims to examine the effect of 2 transformation parameter namely basic scale ( ) and central frenquency ( ) of mother wavelet. Aside from that, this study also tries to examine the volatility and comovement of 2 futures price namely, crude palm oil (CPO) and soybean oil (SBO) after their sharp price increase during el nino in 2019 and Covid-19 pandemic in 2020-2021. According to parameter test, it was discovered that the small , , yields optimal transfromation result while that are too big or too small produces some level of overestimation in certain scale so yields optimal result. According to wavelet analysis using the optimal parameter, it is known that CPO product is more volatile with higher risk profile than SBO and both futures show high and positive comovement with SBO tends to lead CPO. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Among the commonly-used analysis method from econophysics is wavelet analysis/wavelet coherence method. Wavelet analysis is a time series analysis method that transforms the time series data into a series of small wave function called wavelet according to a mother wavelet in order to study its volatility and comovement. As a method that relies on transformation of data, wavelet analysis should be affected by the parameter choosen for data transformation. This research aims to examine the effect of 2 transformation parameter namely basic scale ( ) and central frenquency ( ) of mother wavelet. Aside from that, this study also tries to examine the volatility and comovement of 2 futures price namely, crude palm oil (CPO) and soybean oil (SBO) after their sharp price increase during el nino in 2019 and Covid-19 pandemic in 2020-2021. According to parameter test, it was discovered that the small , , yields optimal transfromation result while that are too big or too small produces some level of overestimation in certain scale so yields optimal result. According to wavelet analysis using the optimal parameter, it is known that CPO product is more volatile with higher risk profile than SBO and both futures show high and positive comovement with SBO tends to lead CPO.
format Final Project
author Alifio Arhab, Luqman
spellingShingle Alifio Arhab, Luqman
COMOVEMENT ANALYSIS OF CPO (CRUDE PALM OIL) AND SBO (SOYBEAN OIL) FUTURES PRICE USING WAVELET COHERENCE METHOD
author_facet Alifio Arhab, Luqman
author_sort Alifio Arhab, Luqman
title COMOVEMENT ANALYSIS OF CPO (CRUDE PALM OIL) AND SBO (SOYBEAN OIL) FUTURES PRICE USING WAVELET COHERENCE METHOD
title_short COMOVEMENT ANALYSIS OF CPO (CRUDE PALM OIL) AND SBO (SOYBEAN OIL) FUTURES PRICE USING WAVELET COHERENCE METHOD
title_full COMOVEMENT ANALYSIS OF CPO (CRUDE PALM OIL) AND SBO (SOYBEAN OIL) FUTURES PRICE USING WAVELET COHERENCE METHOD
title_fullStr COMOVEMENT ANALYSIS OF CPO (CRUDE PALM OIL) AND SBO (SOYBEAN OIL) FUTURES PRICE USING WAVELET COHERENCE METHOD
title_full_unstemmed COMOVEMENT ANALYSIS OF CPO (CRUDE PALM OIL) AND SBO (SOYBEAN OIL) FUTURES PRICE USING WAVELET COHERENCE METHOD
title_sort comovement analysis of cpo (crude palm oil) and sbo (soybean oil) futures price using wavelet coherence method
url https://digilib.itb.ac.id/gdl/view/80589
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