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Ross School of Business

Amiyatosh Purnanandam

My primary research is focused on measurement and monitoring of risks in banks, both at the individual bank level and at the level of financial system as a whole. In a recent paper, we have developed a high-dimension statistical approach to measure connectivity across different players in the financial sector. We implement our model using ...

Jim Omartian

My research explores the interplay between corporate decisions and employee actions. I currently use anonymized mobile device data to observe individual behaviors, and employ both unsupervised and supervised machine learning techniques.

Gregory S. Miller

Greg’s research primarily investigates information flow in financial markets and the actions of agents in those markets – both consumers and producers of that information. His approach draws on theory from the social sciences (economics, psychology and sociology) combined with large data sets from diverse sources and a variety of data science approaches. Most projects ...

Derek Harmon

My research focuses on the intended and unintended consequences of language in financial markets. I examine this relationship across a number of contexts, such as the Federal Reserve, initial public offerings, and mergers and acquisitions. More broadly, my work aims to develop new theoretical and methodological approaches to understand the role of language in society.

Jun Li

Jun Li, PhD, is Assistant Professor in the department of Technology and Operations in the Ross School of Business at the University of Michigan, Ann Arbor. Jun Li’s main research interests are empirical operations management and business analytics, with special emphases on revenue management, pricing, consumer behavior, economic and social networks. She has worked extensively ...

Eric Schwartz

Eric Schwartz, PhD, is Associate Professor of Marketing in the Ross School of Business at the University of Michigan, An Arbor. Prof. Schwartz’s expertise focuses on predicting customer behavior, understanding its drivers, and examining how firms actively manage their customer relationships through interactive marketing. His research in customer analytics stretches managerial applications, including online display ...

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Derek Harmon

Assistant Professor, Strategy, Ross School of Business

Jun Li

Assistant Professor, Technology and Operations, Ross School of Business

Gregory S. Miller

Ernst and Young Professor of Accounting, Ross School of Business

Jim Omartian

Assistant Professor of Accounting, Ross School of Business

Amiyatosh Purnanandam

Michael Stark Professor of Finance, Chair of Finance Area, Ross School of Business

Eric Schwartz

Associate Professor, Marketing, Ross School of Business