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Publications

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      • Faculty Publications  (3,696)

      Modeling And AnalysisRemove Modeling And Analysis →

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      • Teaching Interest

      Field Course: Social Innovation Lab

      By: Brian L. Trelstad
      Co-taugh with Prof. John Kim
      This course provides students an opportunity to use the discipline of entrepreneurial... View Details
      Keywords: Innovation and Invention; Social Enterprise
      • Teaching Interest

      Finance II (MBA Required Curriculum)

      By: Benjamin C. Esty

      This course builds on the foundation developed in Finance I, focusing on three sets of managerial decisions:

      • How to evaluate complex investments.
      • How to set and execute financial policies within a firm.
      • How to integrate... View Details
      Keywords: Finance
      • Forthcoming
      • Article

      FinTech Lending and Cashless Payments

      By: Pulak Ghosh, Boris Vallée and Yao Zeng
      Borrower's use of cashless payments both improves their access to capital from FinTech lenders and predicts a lower probability of default. These relationships are stronger for cashless technologies providing more precise information, and for outflows. Cashless payment... View Details
      Keywords: Fintech; Lending; Payments; Data Sharing; Financing and Loans; Information Technology; Banks and Banking; Business Model
      Citation
      Related
      Ghosh, Pulak, Boris Vallée, and Yao Zeng. "FinTech Lending and Cashless Payments." Journal of Finance (forthcoming).
      • Teaching Interest

      Harvard Business Analytics Program: Operations and Supply Chain Management

      By: Dennis Campbell
      Digital technologies and data analytics are radically changing the operating model of an organization and how it connects to its broader supply chain and ecosystem. This course emphasizes managing product availability, especially in a context of rapid product... View Details
      • Research Summary

      Hybrid organizing

      By: Julie Battilana

      While historically the commercial and social sectors have evolved on fairly separate tracks, over the last 30 years we have witnessed a blurring of the boundaries between these two sectors. In an effort to account for this transition, Professor Battilana’s second... View Details

      • Forthcoming
      • Book

      Innovating in Healthcare: Creating Breakthrough Tech, Services, Drugs, Products, and Business Models

      By: Regina E. Herzlinger
      Innovating in Healthcare offers effective approaches for designing, reworking, and implementing innovative healthcare services, products, and business models. It will help anyone working in healthcare service or product development, from hospitals to startups,... View Details
      Keywords: Health Care and Treatment; Service Delivery; Product Development; Business Model; Innovation and Invention; Health Industry
      Citation
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      Related
      Herzlinger, Regina E. Innovating in Healthcare: Creating Breakthrough Tech, Services, Drugs, Products, and Business Models. Boston, MA: John Wiley & Sons, forthcoming.
      • Forthcoming
      • Article

      Institutional Corporate Bond Pricing

      By: Ishita Sen, Lorenzo Bretscher, Lukas Schmid and Varun Sharma
      We propose an equilibrium corporate bond pricing model that accommodates the heterogeneity in institutional investors' preferences and mandates in an empirically tractable way. Our model, estimated on rich holdings data, quantifies investors' preferences and demand... View Details
      Keywords: Corporate Bonds; Demand Systems; Insurance Companies; Mutual Funds; Liquidity; Bonds; Price; Investment Funds
      Citation
      SSRN
      Related
      Sen, Ishita, Lorenzo Bretscher, Lukas Schmid, and Varun Sharma. "Institutional Corporate Bond Pricing." Review of Financial Studies (forthcoming).
      • Research Summary

      Internalizing Global Value Chains: A Firm-Level Analysis

      By: Laura Alfaro
      In recent decades, advances in information and communication technology and falling trade barriers have led firms to retain within their boundaries and in their domestic economies only a subset of their production stages. A key decision facing firms worldwide is the... View Details
      • Teaching Interest

      Interpretability and Explainability in Machine Learning

      By: Himabindu Lakkaraju

      As machine learning models are increasingly being employed to aid decision makers in high-stakes settings such as healthcare and criminal justice, it is important to ensure that the decision makers correctly understand and consequent trust the functionality of these... View Details

      • 14 Aug 2017
      • Conference Presentation

      Interpretable and Explorable Approximations of Black Box Models

      By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec
      Citation
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      Related
      Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Jure Leskovec. "Interpretable and Explorable Approximations of Black Box Models." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), Halifax, NS, Canada, August 14, 2017.
      • Research Summary

      Intra-Industry Foreign Direct Investment (joint with Andrew Charlton)

      By: Laura Alfaro
      We identify a new type of vertical foreign direct investment (FDI) made up of multinational subsidiaries producing intermediate inputs, which are of similar skill intensity to the final goods produced by their parents, and which are overwhelmingly located in high skill... View Details
      • Teaching Interest

      Investing: Risk, Return and Impact (MBA)

      By: Shawn A. Cole

      This is an investing/finance course, designed to build on skills introduced in the RC finance course, but with an emphasis on how and whether investors should incorporate what have traditionally been considered “non-financial” criteria in their decisions: for... View Details

      • Teaching Interest

      Investment Managment for Professional and Personal Investors

      By: Luis M. Viceira
      IMPPI is suitable for all students interested in gaining a broad perspective on investing and the asset management business, including those targeting careers in asset management and those interested in learning how to become sophisticated consumers of investment... View Details
      • Teaching Interest

      Launching New Ventures—Jump-Starting Innovation for Entrepreneurs and Business Owners (Executive Education)

      By: William R. Kerr
      Starting up a new venture amid rapid change is fraught with challenges. Whether you are starting a new business, launching a new business line, or building an entrepreneurial culture within a small-to-midsize company, this program provides a new perspective and core... View Details
      • Research Summary

      Long-Run Performance Following Equity Issue

      By: Paul A. Gompers
      In an effort to establish how the transition from private to public firm affects performance, Paul A. Gompers is examining the long-run performance of companies that issue equity in an initial public or seasoned offering. He is also attempting to determine whether... View Details
      • Research Summary

      Making Machine Learning Models Fair

      By: Himabindu Lakkaraju
      The goal of this research direction is to ensure that the machine learning models we build and deploy do not discriminate against individuals from minority groups. View Details
      • Research Summary

      Making Machine Learning Models Interpretable

      By: Himabindu Lakkaraju
      I work on developing various tools and methodologies which can help decision makers (e.g., doctors, managers) to better understand the predictions of machine learning models. View Details
      • Research Summary

      Making Machine Learning Robust to Adversarial Attacks

      By: Himabindu Lakkaraju
      The goal of this research is to ensure that machine learning models that we build and deploy are not easily susceptible to attacks by adversarial or malicious entities. View Details
      • Research Summary

      Managerial Decision Analysis

      By: David E. Bell
      David E. Bell and Arthur Schleifer, Jr. are concluding a multiyear project aimed at producing more field-oriented case material for the Managerial Economics course, specifically, materials on decision, data, and risk analysis. A series of case- and textbooks (with... View Details
      • Teaching Interest

      Managing International Trade and Investment

      By: Dante Roscini
      Managing International Trade and Investment (MITI) is designed for students who expect to engage directly or indirectly in commerce and in strategic or financial investments across national borders. It covers concepts that are relevant to a number of operating and... View Details
      Keywords: Trade; Investment; Foreign Direct Investment
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