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  • All HBS Web  (1,830)
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  • Article

Fast Generalized Subset Scan for Anomalous Pattern Detection

By: Edward McFowland III, Skyler Speakman and Daniel B. Neill
We propose Fast Generalized Subset Scan (FGSS), a new method for detecting anomalous patterns in general categorical data sets. We frame the pattern detection problem as a search over subsets of data records and attributes, maximizing a nonparametric scan statistic... View Details
Keywords: Pattern Detection; Anomaly Detection; Knowledge Discovery; Bayesian Networks; Scan Statistics; Analytics and Data Science
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McFowland III, Edward, Skyler Speakman, and Daniel B. Neill. "Fast Generalized Subset Scan for Anomalous Pattern Detection." Art. 12. Journal of Machine Learning Research 14 (2013): 1533–1561.
  • Teaching Interest

Global Strategy and Implementation

Professor Vijay Govindarajan

This course focuses on the challenges of developing and implementing strategies in global industries. The aim is to provide students with a conceptual and practical understanding of the strategic and organizational... View Details

  • November 2018
  • Teaching Note

The Tax Man: Taxes in Private Equity Real Estate

By: Nori Gerardo Lietz and Sayiddah Fatima McCree
Teaching Note for HBS No. 218-077. This teaching note provides the back up analysis for the various alternatives to be considered in choosing the optimal investment structure for the real estate acquisition. It contrasts the interests of the tax exempt investors... View Details
Keywords: Real Estate; Alternative Investment Structures; Taxation; Private Equity; Property; Acquisition; Conflict of Interests; Governing Rules, Regulations, and Reforms
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Lietz, Nori Gerardo, and Sayiddah Fatima McCree. "The Tax Man: Taxes in Private Equity Real Estate." Harvard Business School Teaching Note 219-017, November 2018.
  • 2012
  • Chapter

Problem Solving and Search in Networks

By: David Lazer and Ethan Bernstein
This chapter examines the role that networks play in facilitating or inhibiting search for solutions to problems at both the individual and collective levels. At the individual level, search in networks enables individuals to transport themselves to a very different... View Details
Keywords: Network Organizations; Search; Problem Solving; Individual; Individuals And Teams; Collective; Cognitive Search; Network Search; Search Typology; Networks; Social and Collaborative Networks; Theory; Knowledge Sharing
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Lazer, David, and Ethan Bernstein. "Problem Solving and Search in Networks." Chap. 17 in Cognitive Search: Evolution, Algorithms, and the Brain, edited by Peter M. Todd, Thomas T. Hills, and Trevor W. Robbins, 269–282. Cambridge, MA: MIT Press, 2012.
  • 2005
  • Article

Early Decisions: A Regulatory Framework

By: John Beshears, James J. Choi, David Laibson and Brigitte C. Madrian
We describe a regulatory framework that helps consumers who have difficulty sticking to their own long-run plans. Early Decision regulations help long-run preferences prevail by allowing consumers to partially commit to their long-run goals, making it harder for a... View Details
Keywords: Hyperbolic Discounting; Self-control; Commitment; Consumer Behavior; Taxation; Attitudes
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Beshears, John, James J. Choi, David Laibson, and Brigitte C. Madrian. "Early Decisions: A Regulatory Framework." Swedish Economic Policy Review 12, no. 2 (2005): 41–60.
  • Program

Strategic Perspectives in Nonprofit Management

application information in strict confidentiality. We acknowledge receipt of applications via email. In the unlikely event that you do not receive an acknowledgment, please email us at exed_admissions@hbs.edu or call us at +1.617.495.6226. Application Review To View Details
  • 22 Oct 2009
  • Working Paper Summaries

Strategies to Fight Ad-sponsored Rivals

Keywords: by Ramon Casadesus-Masanell & Feng Zhu; Advertising
  • 28 Aug 2023
  • Research & Ideas

The Clock Is Ticking: 3 Ways to Manage Your Time Better

writing in the MIT Sloan Management Review suggest that productivity and workforce engagement are maximized at four meeting-free days. But if some meetings are necessary, one productivity expert says that 25 minutes or less is ideal, based on the View Details
Keywords: by Kristen Senz
  • Program

Launching New Ventures

not receive an acknowledgment, please email us at exed_admissions@hbs.edu or call us at +1.617.495.6226. Application Review To optimize the learning experience and maximize the exchange of ideas, our Admissions Committee makes selections... View Details
  • 24 Oct 2023
  • HBS Case

From P.T. Barnum to Mary Kay: Lessons From 5 Leaders Who Changed the World

Simons, Baker Foundation Professor and Charles M. Williams Professor of Business Administration, Emeritus, at Harvard Business School. “People are attracted to optimism and hope in leaders.” On the surface, Steve Jobs and Sarah Breedlove... View Details
Keywords: by Avery Forman
  • 06 Feb 2008
  • Working Paper Summaries

On Best-Response Bidding in GSP Auctions

Keywords: by Matthew Cary, Aparna Das, Benjamin G. Edelman, Ioannis Giotis, Kurtis Heimerl, Anna R. Karlin, Claire Mathieu & Michael Schwarz; Technology
  • March 2014
  • Background Note

Setting Price Effectively

By: Nava Ashraf and Kristin Johnson
Price is one of the most powerful instruments a manager can use to influence the take-up of her product, especially in a subsidized and noncompetitive market as is common for global health products. However, the question of whether and how to price has been the subject... View Details
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Ashraf, Nava, and Kristin Johnson. "Setting Price Effectively." Harvard Business School Background Note 914-037, March 2014. (Request a courtesy copy.)
  • February 2001 (Revised June 2002)
  • Case

Customer Value Measurement at Nortel Networks--Optical Networks Division

By: Das Narayandas
Since 1995, Nortel Networks' Optical Networks (ON) division has been incorporating customer satisfaction and loyalty measures into its business practices to increase customer value. Over the years, key process owners in various parts of the organization have become... View Details
Keywords: Business Divisions; Customer Focus and Relationships; Customer Satisfaction; Management Teams; Marketing Strategy; Value Creation; Telecommunications Industry
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Narayandas, Das. "Customer Value Measurement at Nortel Networks--Optical Networks Division." Harvard Business School Case 501-050, February 2001. (Revised June 2002.)

    Profits and Sustainability

    The book explores the phenomenon of green entrepreneurship from the nineteenth century to present day. The book spans between various industries such as organic food, natural beauty, clean energy, sustainable finance and eco-tourism. It explores the motivations of... View Details

    • May 2016
    • Case

    OPET: Precision Marketing in Uncertain Times

    By: Rajiv Lal, Esel Çekin and Eren Kuzucu
    During Timucin Guler’s decade at OPET, a prominent fuel distributor in Turkey, he transformed the definition of marketing in the company. Under Guler’s lead, OPET, once a local player in the downstream distribution market, became the second largest fuel distributor in... View Details
    Keywords: Customer Satisfaction; Customer Service; Emerging Market; Focusing On Customers; Competition; Turkey; Loyalty Program; Marketing Strategy; Downstream Distribution; Customer Relationship Management; Energy Industry; Turkey
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    Lal, Rajiv, Esel Çekin, and Eren Kuzucu. "OPET: Precision Marketing in Uncertain Times." Harvard Business School Case 516-087, May 2016.
    • Article

    Learning Through Noticing: Theory and Evidence from a Field Experiment

    By: Rema Hanna, Sendhil Mullainathan and Joshua Schwartzstein
    We consider a model of technological learning under which people "learn through noticing": they choose which input dimensions to attend to and subsequently learn about from available data. Using this model, we show how people with a great deal of experience may... View Details
    Keywords: Perception; Behavior; Learning
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    Hanna, Rema, Sendhil Mullainathan, and Joshua Schwartzstein. "Learning Through Noticing: Theory and Evidence from a Field Experiment." Quarterly Journal of Economics 129, no. 3 (August 2014): 1311–1353. (Online Appendix.)
    • February 2010 (Revised June 2011)
    • Case

    Zotter Living by Chocolate

    By: Mukti Khaire, Stefan Aichinger, Monika Maria Elisabeth Hoffmann and Maximilian Georg Manfred Schnoedl
    This case is about a boutique chocolate manufacturer's decision to grow. Zotter, an Austrian company that was a pioneer in the organic and Fairtrade chocolate movement, uses the traditional confit technique to make premium hand-scooped chocolates in unusual and... View Details
    Keywords: Market Entry and Exit; Entrepreneurship; Global Strategy; Innovation and Invention; Growth and Development Strategy; Manufacturing Industry; Food and Beverage Industry; Austria
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    Khaire, Mukti, Stefan Aichinger, Monika Maria Elisabeth Hoffmann, and Maximilian Georg Manfred Schnoedl. "Zotter Living by Chocolate." Harvard Business School Case 810-091, February 2010. (Revised June 2011.)
    • February 2007 (Revised May 2008)
    • Supplement

    Bancaja: Developing Customer Intelligence (B)

    In 1996, CEO Fernando Garcia Checa wanted to make customer analytics a part of Bancaja's new strategy. Bancaja, a savings bank based in Valencia, Spain, was expanding and wanted to exploit customer information to increase commercial effectiveness. At the same time, it... View Details
    Keywords: Customer Relationship Management; Credit Cards; Analytics and Data Science; Knowledge Use and Leverage; Marketing Strategy; Banking Industry; Spain
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    Martinez-Jerez, Francisco de Asis, and Katherine Miller. "Bancaja: Developing Customer Intelligence (B)." Harvard Business School Supplement 107-066, February 2007. (Revised May 2008.)

      Open Innovation – How can I use the crowd?

      Innovation has become an urgent imperative for entrepreneurial and established organizations. Over the last decade, in industries as diverse as fashion design, media software, life sciences, pharmaceuticals and automotive, the most cutting edge organizations have... View Details
      • Research Summary

      Working Papers

      By: Dennis A. Yao

       

      Lewis, Tracy R. and Dennis A. Yao. (2001, revised 2006). "Innovation, Knowledge Flow, and Worker... View Details

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