{"title":"Journal of Futures Markets: Volume 46, Number 11, November 2026","authors":"","doi":"10.1002/fut.70147","DOIUrl":"https://doi.org/10.1002/fut.70147","url":null,"abstract":"","PeriodicalId":15863,"journal":{"name":"Journal of Futures Markets","volume":"46 11","pages":""},"PeriodicalIF":2.8,"publicationDate":"2026-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/fut.70147","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149100328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-10-07Epub Date: 2026-09-06DOI: 10.1002/fut.70137
Xiaodong Du
Class III milk futures cash-settle to an administered price based on weekly component prices, creating a predictable within-month flow of settlement-relevant information. This paper studies drivers of cross-month variation in realized volatility in this formula-settled market. We separate volatility associated with upstream feed-cost and milk-supply conditions, downstream dairy-product markets, USDA public information releases, processing-related ambiguity, and market participation. Processing-related ambiguity is uncertainty about how public dairy-market signals translate into formula-settled payoffs when processing capacity, inventories, product allocation, and logistics are only partially characterized in public reports. We construct a narrative measure from USDA Livestock, Dairy, and Poultry Outlook reports and distinguish it from observable public information using release-date-aligned innovations from major USDA dairy reports. Triple-IV 3SLS estimates show that processing-related ambiguity remains an economically important predictor of realized volatility after conditioning on fundamentals and broader USDA information. Weekly release-timing specifications show stronger ambiguity effects when commercial short-side participation is elevated.
{"title":"Volatility Formation in Dairy Futures: Fundamentals, Public Information, and Processing Ambiguity","authors":"Xiaodong Du","doi":"10.1002/fut.70137","DOIUrl":"https://doi.org/10.1002/fut.70137","url":null,"abstract":"<p>Class III milk futures cash-settle to an administered price based on weekly component prices, creating a predictable within-month flow of settlement-relevant information. This paper studies drivers of cross-month variation in realized volatility in this formula-settled market. We separate volatility associated with upstream feed-cost and milk-supply conditions, downstream dairy-product markets, USDA public information releases, processing-related ambiguity, and market participation. Processing-related ambiguity is uncertainty about how public dairy-market signals translate into formula-settled payoffs when processing capacity, inventories, product allocation, and logistics are only partially characterized in public reports. We construct a narrative measure from USDA Livestock, Dairy, and Poultry Outlook reports and distinguish it from observable public information using release-date-aligned innovations from major USDA dairy reports. Triple-IV 3SLS estimates show that processing-related ambiguity remains an economically important predictor of realized volatility after conditioning on fundamentals and broader USDA information. Weekly release-timing specifications show stronger ambiguity effects when commercial short-side participation is elevated.</p>","PeriodicalId":15863,"journal":{"name":"Journal of Futures Markets","volume":"46 11","pages":"1838-1866"},"PeriodicalIF":2.8,"publicationDate":"2026-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/fut.70137","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149100320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}