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  • All HBS Web  (7,635)
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  • All HBS Web  (7,635)
    • People  (3)
    • News  (1,360)
    • Research  (5,026)
    • Events  (123)
    • Multimedia  (55)
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  • November 2018
  • Case

Sportradar (A): From Data to Storytelling

By: Ramon Casadesus-Masanell, Karen Elterman and Oliver Gassmann
In 2013, the Swiss sports data company Sportradar debated whether to expand from its core business of data provision to bookmakers into sports media products. Sports data was becoming a commodity, and in the future, sports leagues might reduce their dependence on... View Details
Keywords: Sports Data; Data; Sport; Sportradar; Football; Soccer; Gambling; Betting; Betting Markets; Statistics; Odds; Live Data; Bookmakers; Betradar; Visualization; Integrity; Monitoring; Gaming; Streaming; 2013; St.Gallen; Algorithm; Mathematical Modeling; Carsten Koerl; Betandwin; Bwin; Wagering; Probability; Sports; Analytics and Data Science; Mathematical Methods; Games, Gaming, and Gambling; Transition; Strategy; Media; Sports Industry; Technology Industry; Information Technology Industry; Media and Broadcasting Industry; Europe; Switzerland; Asia; Austria; Germany; England
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Casadesus-Masanell, Ramon, Karen Elterman, and Oliver Gassmann. "Sportradar (A): From Data to Storytelling." Harvard Business School Case 719-429, November 2018.
  • November 1994 (Revised January 1995)
  • Background Note

A Note on Capital Cash Flow Valuation

By: Richard S. Ruback
Presents the capital cash flow method for valuing risky cash flows. In this method cash flows are calculated to include the benefits of interest tax shields. In a capital structure, with just ordinary debt and common equity, capital cash flows equal the flows available... View Details
Keywords: Capital; Cash Flow; Valuation
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Ruback, Richard S. "A Note on Capital Cash Flow Valuation." Harvard Business School Background Note 295-069, November 1994. (Revised January 1995.)
  • June 2018 (Revised January 2019)
  • Background Note

Visualizing Data & Effective Communication

By: Srikant M. Datar and Caitlin N. Bowler
This note explores three specific ways an analyst can use visualization. Section 1 considers visualization to explore data. Section 2 discusses visualization as a tool for developing a deeper understanding of trends and phenomena encoded in the data. Section 3... View Details
Keywords: Data Visualization; Graphical Guidelines; Charts; Analytics and Data Science; Communication
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Datar, Srikant M., and Caitlin N. Bowler. "Visualizing Data & Effective Communication." Harvard Business School Background Note 118-114, June 2018. (Revised January 2019.)
  • Link

Data

  • 2019
  • Working Paper

Large-Scale Demand Estimation with Search Data

By: Tomomichi Amano, Andrew Rhodes and Stephan Seiler
In many online markets, traditional methods of demand estimation are difficult to implement because assortments are very large and individual products are sold infrequently. At the same time, data on consumer search (i.e., browsing) behavior are often available and are... View Details
Keywords: High-dimensional Data; Demand Estimation; Consideration Sets; Consumer Search
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Amano, Tomomichi, Andrew Rhodes, and Stephan Seiler. "Large-Scale Demand Estimation with Search Data." Harvard Business School Working Paper, No. 19-022, September 2018. (Revised June 2019. Stanford University Research Paper, No. 18-36, 8-20 2018.)
  • 2021
  • Working Paper

Invisible Primes: Fintech Lending with Alternative Data

By: Marco Di Maggio, Dimuthu Ratnadiwakara and Don Carmichael
We exploit anonymized administrative data provided by a major fintech platform to investigate whether using alternative data to assess borrowers’ creditworthiness results in broader credit access. Comparing actual outcomes of the fintech platform’s model to... View Details
Keywords: Fintech Lending; Alternative Data; Machine Learning; Algorithm Bias; Finance; Information Technology; Financing and Loans; Analytics and Data Science; Credit
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Di Maggio, Marco, Dimuthu Ratnadiwakara, and Don Carmichael. "Invisible Primes: Fintech Lending with Alternative Data." Harvard Business School Working Paper, No. 22-024, October 2021.
  • December 2002
  • Article

The Persistence of Emerging Market Equity Flows

By: K. A. Froot and J. Donohue
Keywords: Asset Pricing; Equity Investment; Forecasting and Prediction; Behavioral Finance; Stocks; Investment Return; Market Transactions; Performance Expectations; Financial Services Industry
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Froot, K. A., and J. Donohue. "The Persistence of Emerging Market Equity Flows." Emerging Markets Review 3, no. 4 (December 2002): 338–364. (Revised from NBER Working Paper no. 9241, HBS Working Paper no. 03-035, September 2002.)

    Big Data

    Big data is defined and distinguished from a mere moment in the “ancient quest to measure.” Specific discontinuities in the practice of information science are identified which, the paper argues, have large consequences for the social order. The infrastructure that... View Details

    • 20 Sep 2011
    • Working Paper Summaries

    Sovereigns, Upstream Capital Flows and Global Imbalances

    Keywords: by Laura Alfaro, Sebnem Kalemli-Ozcan & Vadym Volosovych
    • Fast Answer

    Cost of living data

    Where can I find comparative cost of living information for the U.S. and across international cities? U.S.:  There are a number of websites that allow comparing the cost View Details
    • 01 Oct 1998
    • News

    Going Against the Flow

    and those of developed countries. When capital is flowing freely throughout the world, there is tremendous growth and opportunity in emerging markets. But when the tap is turned off, you have major crashes... View Details
    Keywords: Dun Gifford, Jr.
    • September 2004
    • Article

    Decomposing the Persistence of International Equity Flows

    By: Kenneth A. Froot and J. Tjornhom Donohue
    Keywords: Asset Pricing; Equity Investment; Forecasting and Prediction; Behavioral Finance; Stocks; Investment Return; Market Transactions; Performance Expectations; Personal Characteristics; Financial Services Industry
    Citation
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    Froot, Kenneth A., and J. Tjornhom Donohue. "Decomposing the Persistence of International Equity Flows." Finance Research Letters 1, no. 3 (September 2004): 154–170. (Revised from NBER Working Paper no. 9079, July 2002, Harvard Business School Working Paper no. 03-005, July 2002.)
    • 2017
    • Working Paper

    Digital Labor Markets and Global Talent Flows

    By: John Horton, William R. Kerr and Christopher Stanton
    Digital labor markets are rapidly expanding and connecting companies and contractors on a global basis. We review the environment in which these markets take root, the micro- and macro-level studies of their operations, their ongoing evolution and recent trends, and... View Details
    Keywords: Information Infrastructure; Job Cuts and Outsourcing; Talent and Talent Management; Labor
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    Horton, John, William R. Kerr, and Christopher Stanton. "Digital Labor Markets and Global Talent Flows." Harvard Business School Working Paper, No. 17-096, May 2017.
    • 27 Apr 2017
    • News

    Going with the Flow

    “Where’s your cash register? I don’t hear the cash register ringing.” Cynthia Fisher (MBA 1990) still recalls the first words her father, a small-town accountant, uttered when he visited ViaCord’s startup offices in 1993. “That was his way View Details
    • August 2013
    • Background Note

    A Simple Free Cash Flow Valuation Model

    By: William A. Sahlman
    Explores some of the issues involved in valuing cash flow streams. A simple model is presented that reveals the effect on value of changing assumptions about the appropriate discount rate, the level of profitability, the growth rate of sales, the asset intensity ratio,... View Details
    Keywords: Cash Flow; Valuation
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    Sahlman, William A. "A Simple Free Cash Flow Valuation Model." Harvard Business School Background Note 814-027, August 2013.
    • 2010
    • Working Paper

    Valuation When Cash Flow Forecasts Are Biased

    By: Richard S. Ruback
    This paper focuses adaptations to the discount cash flow (DCF) method when valuing forecasted cash flows that are biased measures of expected cash flows. I imagine a simple setting where the expected cash flows equal the forecasted cash flows plus an omitted downside.... View Details
    Keywords: Forecasting and Prediction; Cash Flow; Cost of Capital; Performance Expectations; Prejudice and Bias; Valuation
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    Ruback, Richard S. "Valuation When Cash Flow Forecasts Are Biased." Harvard Business School Working Paper, No. 11-036, October 2010.
    • May 2017 (Revised March 2018)
    • Case

    Predicting Consumer Tastes with Big Data at Gap

    By: Ayelet Israeli and Jill Avery
    CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details
    Keywords: Retailing; Preference Elicitation; Big Data; Predictive Analytics; Artificial Intelligence; Fashion; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Consumer Behavior; Demand and Consumers; Analytics and Data Science; Forecasting and Prediction; E-commerce; Apparel and Accessories Industry; Consumer Products Industry; Fashion Industry; Retail Industry; United States; Canada; North America
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    Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Case 517-115, May 2017. (Revised March 2018.)
    • 15 Sep 2020
    • Working Paper Summaries

    Time and the Value of Data

    Keywords: by Ehsan Valavi, Joel Hestness, Newsha Ardalani, and Marco Iansiti; Web Services
    • October 1997 (Revised June 2000)
    • Exercise

    Capital Budgeting: Discounted Cash Flow Analysis

    By: Thomas R. Piper
    This exercise comprises seven problems that collectively allow students to work through each type of cash flow that is encountered in capital budgeting. The instructor can also address such issues as product cannibalization and real options. View Details
    Keywords: Capital Budgeting; Cash Flow
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    Piper, Thomas R. "Capital Budgeting: Discounted Cash Flow Analysis." Harvard Business School Exercise 298-068, October 1997. (Revised June 2000.)
    • Web

    Employment Data

    Employment Data Employment Data Review HBS Hiring Trends Browse industry, function and location destinations and gain insights around compensation. Class of 2024 Career View Details
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