ANALYSIS COMOVEMENT OF THE JAKARTA ISLAMIC INDEX (JII) SHARIA STOCK AGAINST THE RUPIAH EXCHANGE RATE DURING THE COVID-19 PANDEMIC USING THE WAVELET COHERENCE METHOD

Econophysics is a field of science that implements and offers ideas, methods, and models on physics and complexity to analyze various economic data. In the financial market, investment is an indicator used in making decisions by investors when investing in order to minimize investment risk. Comoveme...

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Main Author: Rahmawati, Alfina
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/65327
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:65327
spelling id-itb.:653272022-06-22T10:22:59ZANALYSIS COMOVEMENT OF THE JAKARTA ISLAMIC INDEX (JII) SHARIA STOCK AGAINST THE RUPIAH EXCHANGE RATE DURING THE COVID-19 PANDEMIC USING THE WAVELET COHERENCE METHOD Rahmawati, Alfina Indonesia Final Project Comovement, Wavelet Transform, Volatility, Wavelet. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/65327 Econophysics is a field of science that implements and offers ideas, methods, and models on physics and complexity to analyze various economic data. In the financial market, investment is an indicator used in making decisions by investors when investing in order to minimize investment risk. Comovement is an asset price phenomenon that moves along with other asset prices. During the Covid-19 pandemic, there was a significant weakening of the rupiah exchange rate, the rupiah weakened to Rp16,575.00 per USD on March 23, 2020 and continued until early April 2020 where the rupiah exchange rate reached its lowest level. historically Rp16,741.00 per USD on April 2, 2020. The weakening of the rupiah exchange rate was also followed by a decline in the stock price index. One of the methods to analyze comovement is wavelet analysis with wavelet transform coherence which can be used to analyze the time domain as well as the frequency domain. In this study, a comovement analysis was carried out between the rupiah exchange rate and the Jakarta Islamic Index (JII) sharia stock price index. This study aims to determine the pattern of volatility and comovement as well as to determine an investment strategy based on the performance of JII Syariah shares during the period December 2019 until January 2022 using daily data. The data is processed using MATLAB software. Based on the results of the research, the JII Sharia shares studied were categorized into high and low commitments to the rupiah exchange rate. The analysis obtained is used to determine strategies for investors in making investments. Stocks with high commitment are for aggressive investors, moderate investments are for moderate investors, and low investments are for conservative investors. 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 Econophysics is a field of science that implements and offers ideas, methods, and models on physics and complexity to analyze various economic data. In the financial market, investment is an indicator used in making decisions by investors when investing in order to minimize investment risk. Comovement is an asset price phenomenon that moves along with other asset prices. During the Covid-19 pandemic, there was a significant weakening of the rupiah exchange rate, the rupiah weakened to Rp16,575.00 per USD on March 23, 2020 and continued until early April 2020 where the rupiah exchange rate reached its lowest level. historically Rp16,741.00 per USD on April 2, 2020. The weakening of the rupiah exchange rate was also followed by a decline in the stock price index. One of the methods to analyze comovement is wavelet analysis with wavelet transform coherence which can be used to analyze the time domain as well as the frequency domain. In this study, a comovement analysis was carried out between the rupiah exchange rate and the Jakarta Islamic Index (JII) sharia stock price index. This study aims to determine the pattern of volatility and comovement as well as to determine an investment strategy based on the performance of JII Syariah shares during the period December 2019 until January 2022 using daily data. The data is processed using MATLAB software. Based on the results of the research, the JII Sharia shares studied were categorized into high and low commitments to the rupiah exchange rate. The analysis obtained is used to determine strategies for investors in making investments. Stocks with high commitment are for aggressive investors, moderate investments are for moderate investors, and low investments are for conservative investors.
format Final Project
author Rahmawati, Alfina
spellingShingle Rahmawati, Alfina
ANALYSIS COMOVEMENT OF THE JAKARTA ISLAMIC INDEX (JII) SHARIA STOCK AGAINST THE RUPIAH EXCHANGE RATE DURING THE COVID-19 PANDEMIC USING THE WAVELET COHERENCE METHOD
author_facet Rahmawati, Alfina
author_sort Rahmawati, Alfina
title ANALYSIS COMOVEMENT OF THE JAKARTA ISLAMIC INDEX (JII) SHARIA STOCK AGAINST THE RUPIAH EXCHANGE RATE DURING THE COVID-19 PANDEMIC USING THE WAVELET COHERENCE METHOD
title_short ANALYSIS COMOVEMENT OF THE JAKARTA ISLAMIC INDEX (JII) SHARIA STOCK AGAINST THE RUPIAH EXCHANGE RATE DURING THE COVID-19 PANDEMIC USING THE WAVELET COHERENCE METHOD
title_full ANALYSIS COMOVEMENT OF THE JAKARTA ISLAMIC INDEX (JII) SHARIA STOCK AGAINST THE RUPIAH EXCHANGE RATE DURING THE COVID-19 PANDEMIC USING THE WAVELET COHERENCE METHOD
title_fullStr ANALYSIS COMOVEMENT OF THE JAKARTA ISLAMIC INDEX (JII) SHARIA STOCK AGAINST THE RUPIAH EXCHANGE RATE DURING THE COVID-19 PANDEMIC USING THE WAVELET COHERENCE METHOD
title_full_unstemmed ANALYSIS COMOVEMENT OF THE JAKARTA ISLAMIC INDEX (JII) SHARIA STOCK AGAINST THE RUPIAH EXCHANGE RATE DURING THE COVID-19 PANDEMIC USING THE WAVELET COHERENCE METHOD
title_sort analysis comovement of the jakarta islamic index (jii) sharia stock against the rupiah exchange rate during the covid-19 pandemic using the wavelet coherence method
url https://digilib.itb.ac.id/gdl/view/65327
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