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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...

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Detalles Bibliográficos
Autores principales: Chen, Yuhsin, Huang, Paoyu, Day, Min-Yuh, Ni, Yensen, Liang, Mei-Chu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
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.
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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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