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  • 2024
  • Working Paper

Incorporating Micro Data into Differentiated Products Demand Estimation with PyBLP

We delineate a general framework for incorporating many types of micro data from summary statistics to full surveys of selected consumers into Berry, Levinsohn, and Pakes (1995) style estimates of differentiated products demand systems. We extend recommended practices... View Details
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  • 2014
  • Other Unpublished Work

Using Big Data to Improve Social Policy

By: Himabindu Lakkaraju, Jon Kleinberg, Jure Leskovec, Jens Ludwig and Sendhil Mullainathan
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  • 04 Jun 2021
  • News

When an Educated Guess Beats Data Analysis

  • 2018
  • Working Paper

Measuring Gentrification: Using Yelp Data to Quantify Neighborhood Change

By: Edward L. Glaeser, Hyunjin Kim and Michael Luca
We demonstrate that data from digital platforms such as Yelp have the potential to improve our understanding of gentrification, both by providing data in close to real time (i.e., nowcasting and forecasting) and by providing additional context about how the local... View Details
Keywords: Geographic Location; Local Range; Transition; Analytics and Data Science; Measurement and Metrics; Forecasting and Prediction
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  • May 2009 (Revised October 2009)
  • Case

Verne Global: Building a Green Data Center in Iceland

Verne Global, a pioneering startup created to build the first large-scale data center in Iceland, faces critical challenges regarding its green strategy. Verne Co-Founder Isaac Kato is tasked with evaluating how the company can most successfully market and sell the... View Details
Keywords: Buildings and Facilities; Business Startups; Marketing Strategy; Product Marketing; Sales; Environmental Sustainability; Pollutants; Green Technology Industry; Service Industry; Iceland
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  • Article

Some Uses of Happiness Data in Economics

By: Rafael Di Tella and Robert MacCulloch
Keywords: Happiness; Analytics and Data Science; Economics
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  • September 2022
  • Article

House Prices, Home Equity and Entrepreneurship: Evidence from U.S. Census Micro Data

By: Sari Pekkala Kerr, William R. Kerr and Ramana Nanda
During 1992-2007, house price growth is strongly correlated with local entrepreneurship. We show with Census Bureau data that most of this entry is related to construction and real estate; these entrants tend to be small and short-lived. Using a 1998 Texas reform that... View Details
Keywords: House Prices; Collateral Channel; Entry; Entrepreneurship; Housing; Real Estate Industry; Construction Industry
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  • Web

European and UK Personal Data Collection Disclosure | HBS Online

Obtain from Third Party Sources Please see our Privacy Notice for details on personal data we may collect from third party sources. 3. Data Retention We will retain your Personal View Details
  • 10 Dec 2012
  • News

How Nonprofits Can Use Data to Solve the World’s Problems

  • 10 Jan 2017
  • News

A Side of Data with Your Dinner

company that helps restaurants collect and analysis data to better understand their businesses, and, this month, a new book, The Underground Culinary Tour: How the New Metrics of Today’s Top Restaurants Are... View Details
  • 2022
  • Working Paper

House Prices, Home Equity and Entrepreneurship: Evidence from U.S. Census Micro Data

By: Sari Pekkala Kerr, William R. Kerr and Ramana Nanda
During 1992-2007, house price growth is strongly correlated with local entrepreneurship. We show with Census Bureau data that most of this entry is related to construction and real estate; these entrants tend to be small and short-lived. Using a 1998 Texas reform that... View Details
Keywords: House Prices; Collateral Channel; Entry; Demography; Mortgages; Entrepreneurship
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  • 09 Dec 2015
  • Working Paper Summaries

Big Data and Big Cities: The Promises and Limitations of Improved Measures of Urban Life

Keywords: by Edward L. Glaeser, Scott Duke Kominers, Michael Luca & Nikhil Naik
  • 28 Oct 2020
  • News

Harvard Business School Collaborates on Impact Investing Data Collection

  • 24 Oct 2014
  • Working Paper Summaries

Individual Experience of Positive and Negative Growth Is Asymmetric: Global Evidence from Subjective Well-being Data

Keywords: by Jan-Emmanuel De Neve, George W. Ward, Femke De Keulenaer, Bert Van Landeghem, Georgios Kavetsos & Michael I. Norton
  • January 17, 2018
  • Other Article

Using Traditional and Digital Data Sources Together in Economic Research

By: Edward L. Glaeser, Hyunjin Kim and Michael Luca
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  • 2020
  • Book

Handbook on Using Administrative Data for Research and Evidence-based Policy

By: Shawn Cole, Iqbal Dhaliwal, Anja Sautmann and Lars Vilhuber
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  • Article

Mining Big Data to Extract Patterns and Predict Real-Life Outcomes

By: Michal Kosinki, Yilun Wang, Himabindu Lakkaraju and Jure Leskovec
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  • Article

Considerations of Fairness and Strategy: Experimental Data from Sequential Games

By: V. Prasnikar and A. E. Roth
Keywords: Fairness; Strategy; Analytics and Data Science; Games, Gaming, and Gambling
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  • 01 Dec 1997
  • News

1997 Placement Data Reflect January Cohort's Success

As with any new endeavor, the School's recent introduction of a year-round calendar - with two entry dates, September and January, for each MBA class - posed some unique challenges and uncertainties. One... View Details
  • Article

Extracting Insights from Vast Stores of Data

By: Sunil Gupta and Rishad Tobaccowala
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