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Time-varying price dynamics of clean and dirty energy portfolios
This paper investigates the dynamic relationships between four key instruments related to clean and dirty energy assets: WTI futures, United States Oil Fund (USO), EnergySelect Sector SPDR Fund (XLE), and iShares Global Clean Energy ETF (ICLN). Econometric tests confirm a long-term relationship betw...
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Published in: | Journal of environmental management 2023-07, Vol.337, p.117687-117687, Article 117687 |
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creator | Ah Mand, Abdollah Ghafoor, Abdul Sifat, Imtiaz |
description | This paper investigates the dynamic relationships between four key instruments related to clean and dirty energy assets: WTI futures, United States Oil Fund (USO), EnergySelect Sector SPDR Fund (XLE), and iShares Global Clean Energy ETF (ICLN). Econometric tests confirm a long-term relationship between all variables, with causality tests showing that clean energy ETF has a causal influence on most instruments. However, the causal patterns are not definitively interpretable in an economic framework. Moreover, using wavelet-based tests on a 1-min interval transaction dataset, we further find convergence delay between WTI and XLE, and to a lesser extent, USO, but not ICLN. This suggests that clean energy has the potential to be a distinct asset class. We also identify the time scales at which arbitrage opportunities and liquidity movements occur: 32–256 and 4–8 min, respectively. These are new stylized facts about clean and dirty energy market assets and contribute to the limited literature available on high-frequency dynamics in the said markets.
[Display omitted]
•Four interrelated instruments integral to clean and dirty energy assets are examined.•Econometric tests confirm a long-term relationship between all variables of interest.•Convergence delay between WTI and XLE, and to a lesser extent, USO observed.•Arbitrage opportunities have gradually declined since 2015.•Supports the proposition that clean energy has the potential to be a distinct asset class. |
doi_str_mv | 10.1016/j.jenvman.2023.117687 |
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[Display omitted]
•Four interrelated instruments integral to clean and dirty energy assets are examined.•Econometric tests confirm a long-term relationship between all variables of interest.•Convergence delay between WTI and XLE, and to a lesser extent, USO observed.•Arbitrage opportunities have gradually declined since 2015.•Supports the proposition that clean energy has the potential to be a distinct asset class.</description><identifier>ISSN: 0301-4797</identifier><identifier>EISSN: 1095-8630</identifier><identifier>DOI: 10.1016/j.jenvman.2023.117687</identifier><identifier>PMID: 36996550</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Clean energy ; Comovement ; Dirty energy ; Energy economics ; Environmental economics ; Financial Management ; Forecasting ; Sustainable investment ; United States</subject><ispartof>Journal of environmental management, 2023-07, Vol.337, p.117687-117687, Article 117687</ispartof><rights>2023 The Authors</rights><rights>Copyright © 2023 The Authors. Published by Elsevier Ltd.. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c412t-bf8ba0fae72d7bea2ce8c6906764ca7cf840a2689b443f9e2751a8e7d0ef87603</citedby><cites>FETCH-LOGICAL-c412t-bf8ba0fae72d7bea2ce8c6906764ca7cf840a2689b443f9e2751a8e7d0ef87603</cites><orcidid>0000-0002-8778-3102 ; 0000-0001-7088-7995</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36996550$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ah Mand, Abdollah</creatorcontrib><creatorcontrib>Ghafoor, Abdul</creatorcontrib><creatorcontrib>Sifat, Imtiaz</creatorcontrib><title>Time-varying price dynamics of clean and dirty energy portfolios</title><title>Journal of environmental management</title><addtitle>J Environ Manage</addtitle><description>This paper investigates the dynamic relationships between four key instruments related to clean and dirty energy assets: WTI futures, United States Oil Fund (USO), EnergySelect Sector SPDR Fund (XLE), and iShares Global Clean Energy ETF (ICLN). Econometric tests confirm a long-term relationship between all variables, with causality tests showing that clean energy ETF has a causal influence on most instruments. However, the causal patterns are not definitively interpretable in an economic framework. Moreover, using wavelet-based tests on a 1-min interval transaction dataset, we further find convergence delay between WTI and XLE, and to a lesser extent, USO, but not ICLN. This suggests that clean energy has the potential to be a distinct asset class. We also identify the time scales at which arbitrage opportunities and liquidity movements occur: 32–256 and 4–8 min, respectively. These are new stylized facts about clean and dirty energy market assets and contribute to the limited literature available on high-frequency dynamics in the said markets.
[Display omitted]
•Four interrelated instruments integral to clean and dirty energy assets are examined.•Econometric tests confirm a long-term relationship between all variables of interest.•Convergence delay between WTI and XLE, and to a lesser extent, USO observed.•Arbitrage opportunities have gradually declined since 2015.•Supports the proposition that clean energy has the potential to be a distinct asset class.</description><subject>Clean energy</subject><subject>Comovement</subject><subject>Dirty energy</subject><subject>Energy economics</subject><subject>Environmental economics</subject><subject>Financial Management</subject><subject>Forecasting</subject><subject>Sustainable investment</subject><subject>United States</subject><issn>0301-4797</issn><issn>1095-8630</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNqFkMtOwzAQRS0EgvL4BFCWbFLGduLHChDiJSGxgbXlOGPkKnGKnVbq35OqhS2r2Zw7V_cQcklhToGKm8V8gXHd2zhnwPicUimUPCAzCrouleBwSGbAgZaV1PKEnOa8AADOqDwmJ1xoLeoaZuTuI_RYrm3ahPhVLFNwWLSbaPvgcjH4wnVoY2FjW7QhjZsCI6avTbEc0uiHLgz5nBx522W82N8z8vn0-PHwUr69P78-3L-VrqJsLBuvGgveomStbNAyh8oJDUKKylnpvKrAMqF0U1Xca2SyplahbAG9kgL4Gbne_V2m4XuFeTR9yA67zkYcVtkwqblWoq74hNY71KUh54TeTLv6aaKhYLbyzMLs5ZmtPLOTN-Wu9hWrpsf2L_VrawJudwBOQ9cBk8kuYHQ4uUE3mnYI_1T8AFxNg0Y</recordid><startdate>20230701</startdate><enddate>20230701</enddate><creator>Ah Mand, Abdollah</creator><creator>Ghafoor, Abdul</creator><creator>Sifat, Imtiaz</creator><general>Elsevier Ltd</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-8778-3102</orcidid><orcidid>https://orcid.org/0000-0001-7088-7995</orcidid></search><sort><creationdate>20230701</creationdate><title>Time-varying price dynamics of clean and dirty energy portfolios</title><author>Ah Mand, Abdollah ; Ghafoor, Abdul ; Sifat, Imtiaz</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c412t-bf8ba0fae72d7bea2ce8c6906764ca7cf840a2689b443f9e2751a8e7d0ef87603</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Clean energy</topic><topic>Comovement</topic><topic>Dirty energy</topic><topic>Energy economics</topic><topic>Environmental economics</topic><topic>Financial Management</topic><topic>Forecasting</topic><topic>Sustainable investment</topic><topic>United States</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ah Mand, Abdollah</creatorcontrib><creatorcontrib>Ghafoor, Abdul</creatorcontrib><creatorcontrib>Sifat, Imtiaz</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of environmental management</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ah Mand, Abdollah</au><au>Ghafoor, Abdul</au><au>Sifat, Imtiaz</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Time-varying price dynamics of clean and dirty energy portfolios</atitle><jtitle>Journal of environmental management</jtitle><addtitle>J Environ Manage</addtitle><date>2023-07-01</date><risdate>2023</risdate><volume>337</volume><spage>117687</spage><epage>117687</epage><pages>117687-117687</pages><artnum>117687</artnum><issn>0301-4797</issn><eissn>1095-8630</eissn><abstract>This paper investigates the dynamic relationships between four key instruments related to clean and dirty energy assets: WTI futures, United States Oil Fund (USO), EnergySelect Sector SPDR Fund (XLE), and iShares Global Clean Energy ETF (ICLN). Econometric tests confirm a long-term relationship between all variables, with causality tests showing that clean energy ETF has a causal influence on most instruments. However, the causal patterns are not definitively interpretable in an economic framework. Moreover, using wavelet-based tests on a 1-min interval transaction dataset, we further find convergence delay between WTI and XLE, and to a lesser extent, USO, but not ICLN. This suggests that clean energy has the potential to be a distinct asset class. We also identify the time scales at which arbitrage opportunities and liquidity movements occur: 32–256 and 4–8 min, respectively. These are new stylized facts about clean and dirty energy market assets and contribute to the limited literature available on high-frequency dynamics in the said markets.
[Display omitted]
•Four interrelated instruments integral to clean and dirty energy assets are examined.•Econometric tests confirm a long-term relationship between all variables of interest.•Convergence delay between WTI and XLE, and to a lesser extent, USO observed.•Arbitrage opportunities have gradually declined since 2015.•Supports the proposition that clean energy has the potential to be a distinct asset class.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>36996550</pmid><doi>10.1016/j.jenvman.2023.117687</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-8778-3102</orcidid><orcidid>https://orcid.org/0000-0001-7088-7995</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Clean energy Comovement Dirty energy Energy economics Environmental economics Financial Management Forecasting Sustainable investment United States |
title | Time-varying price dynamics of clean and dirty energy portfolios |
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