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Using Heatmap Visualization to assess the performance of the DJ30 and NASDAQ100 Indices under diverse VMA trading rules
We investigate whether using various VMA trading rules would improve investment performance due to the flexibility of VMA trading rules and the aid of Heatmap Visualization. Previously, investors frequently chose the best performance derived from limited VMA trading rules. However, our new design, w...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10174563/ https://www.ncbi.nlm.nih.gov/pubmed/37167329 http://dx.doi.org/10.1371/journal.pone.0284918 |
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author | Chen, Yuhsin Huang, Paoyu Day, Min-Yuh Ni, Yensen Liang, Mei-Chu |
author_facet | Chen, Yuhsin Huang, Paoyu Day, Min-Yuh Ni, Yensen Liang, Mei-Chu |
author_sort | Chen, Yuhsin |
collection | PubMed |
description | We investigate whether using various VMA trading rules would improve investment performance due to the flexibility of VMA trading rules and the aid of Heatmap Visualization. Previously, investors frequently chose the best performance derived from limited VMA trading rules. However, our new design, which can display all results using Heatmap Visualization, shows that the NASDAQ100 index outperforms the DJ30 index and that weekly data outperforms daily data when measured by annualized return. These findings may be useful to those who trade index ETFs tracking the DJ30 and NASDAQ100 indices, as well as investors making investment decisions, and may contribute to the existing literature by evaluating the outcomes of VMA trading rules and providing insights for index ETF investors using a heatmap matrix, which is rarely explored and presented in the relevant literature. |
format | Online Article Text |
id | pubmed-10174563 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-101745632023-05-12 Using Heatmap Visualization to assess the performance of the DJ30 and NASDAQ100 Indices under diverse VMA trading rules Chen, Yuhsin Huang, Paoyu Day, Min-Yuh Ni, Yensen Liang, Mei-Chu PLoS One Research Article We investigate whether using various VMA trading rules would improve investment performance due to the flexibility of VMA trading rules and the aid of Heatmap Visualization. Previously, investors frequently chose the best performance derived from limited VMA trading rules. However, our new design, which can display all results using Heatmap Visualization, shows that the NASDAQ100 index outperforms the DJ30 index and that weekly data outperforms daily data when measured by annualized return. These findings may be useful to those who trade index ETFs tracking the DJ30 and NASDAQ100 indices, as well as investors making investment decisions, and may contribute to the existing literature by evaluating the outcomes of VMA trading rules and providing insights for index ETF investors using a heatmap matrix, which is rarely explored and presented in the relevant literature. Public Library of Science 2023-05-11 /pmc/articles/PMC10174563/ /pubmed/37167329 http://dx.doi.org/10.1371/journal.pone.0284918 Text en © 2023 Chen et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Chen, Yuhsin Huang, Paoyu Day, Min-Yuh Ni, Yensen Liang, Mei-Chu Using Heatmap Visualization to assess the performance of the DJ30 and NASDAQ100 Indices under diverse VMA trading rules |
title | Using Heatmap Visualization to assess the performance of the DJ30 and NASDAQ100 Indices under diverse VMA trading rules |
title_full | Using Heatmap Visualization to assess the performance of the DJ30 and NASDAQ100 Indices under diverse VMA trading rules |
title_fullStr | Using Heatmap Visualization to assess the performance of the DJ30 and NASDAQ100 Indices under diverse VMA trading rules |
title_full_unstemmed | Using Heatmap Visualization to assess the performance of the DJ30 and NASDAQ100 Indices under diverse VMA trading rules |
title_short | Using Heatmap Visualization to assess the performance of the DJ30 and NASDAQ100 Indices under diverse VMA trading rules |
title_sort | using heatmap visualization to assess the performance of the dj30 and nasdaq100 indices under diverse vma trading rules |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10174563/ https://www.ncbi.nlm.nih.gov/pubmed/37167329 http://dx.doi.org/10.1371/journal.pone.0284918 |
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