Chanaka N. Ganepola , Alireza Zarei , Uchenna Tony-Okeke
{"title":"硬币的另一面:在看跌的天然气市场进行投机","authors":"Chanaka N. Ganepola , Alireza Zarei , Uchenna Tony-Okeke","doi":"10.1016/j.jcomm.2025.100514","DOIUrl":null,"url":null,"abstract":"<div><div>This paper analyses the speculative behaviour of traders in natural gas markets. We test for mild explosiveness in natural gas futures prices using the method proposed by <span><span>Phillips et al. (2015a)</span></span> and employ a multinomial logistic regression to determine whether changes in trader positions drive these explosive episodes. Our findings indicate that changes in short positions held by money managers increase the probability of negative explosiveness in futures prices. Our Granger causality analysis reveals that changes in positions held by money managers (pure speculators) precede changes in spot and futures prices, as well as the incentive to hold inventories during bearish market phases. This supports the notion that speculators might influence natural gas price dynamics in bearish conditions. However, our analysis does not provide evidence of a similar impact on futures prices during bullish phases. In fact, our results suggest that long positions taken by speculators reduce the probability of explosive price increases.</div></div>","PeriodicalId":45111,"journal":{"name":"Journal of Commodity Markets","volume":"40 ","pages":"Article 100514"},"PeriodicalIF":4.5000,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The other side of the coin: Speculation in bearish natural gas markets\",\"authors\":\"Chanaka N. Ganepola , Alireza Zarei , Uchenna Tony-Okeke\",\"doi\":\"10.1016/j.jcomm.2025.100514\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper analyses the speculative behaviour of traders in natural gas markets. We test for mild explosiveness in natural gas futures prices using the method proposed by <span><span>Phillips et al. (2015a)</span></span> and employ a multinomial logistic regression to determine whether changes in trader positions drive these explosive episodes. Our findings indicate that changes in short positions held by money managers increase the probability of negative explosiveness in futures prices. Our Granger causality analysis reveals that changes in positions held by money managers (pure speculators) precede changes in spot and futures prices, as well as the incentive to hold inventories during bearish market phases. This supports the notion that speculators might influence natural gas price dynamics in bearish conditions. However, our analysis does not provide evidence of a similar impact on futures prices during bullish phases. In fact, our results suggest that long positions taken by speculators reduce the probability of explosive price increases.</div></div>\",\"PeriodicalId\":45111,\"journal\":{\"name\":\"Journal of Commodity Markets\",\"volume\":\"40 \",\"pages\":\"Article 100514\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2025-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Commodity Markets\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2405851325000583\",\"RegionNum\":4,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Commodity Markets","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2405851325000583","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
The other side of the coin: Speculation in bearish natural gas markets
This paper analyses the speculative behaviour of traders in natural gas markets. We test for mild explosiveness in natural gas futures prices using the method proposed by Phillips et al. (2015a) and employ a multinomial logistic regression to determine whether changes in trader positions drive these explosive episodes. Our findings indicate that changes in short positions held by money managers increase the probability of negative explosiveness in futures prices. Our Granger causality analysis reveals that changes in positions held by money managers (pure speculators) precede changes in spot and futures prices, as well as the incentive to hold inventories during bearish market phases. This supports the notion that speculators might influence natural gas price dynamics in bearish conditions. However, our analysis does not provide evidence of a similar impact on futures prices during bullish phases. In fact, our results suggest that long positions taken by speculators reduce the probability of explosive price increases.
期刊介绍:
The purpose of the journal is also to stimulate international dialog among academics, industry participants, traders, investors, and policymakers with mutual interests in commodity markets. The mandate for the journal is to present ongoing work within commodity economics and finance. Topics can be related to financialization of commodity markets; pricing, hedging, and risk analysis of commodity derivatives; risk premia in commodity markets; real option analysis for commodity project investment and production; portfolio allocation including commodities; forecasting in commodity markets; corporate finance for commodity-exposed corporations; econometric/statistical analysis of commodity markets; organization of commodity markets; regulation of commodity markets; local and global commodity trading; and commodity supply chains. Commodity markets in this context are energy markets (including renewables), metal markets, mineral markets, agricultural markets, livestock and fish markets, markets for weather derivatives, emission markets, shipping markets, water, and related markets. This interdisciplinary and trans-disciplinary journal will cover all commodity markets and is thus relevant for a broad audience. Commodity markets are not only of academic interest but also highly relevant for many practitioners, including asset managers, industrial managers, investment bankers, risk managers, and also policymakers in governments, central banks, and supranational institutions.