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  • All HBS Web  (2,082)
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    • News  (324)
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  • March 2022 (Revised January 2025)
  • Technical Note

Exploratory Data Analysis

By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton
This module note provides an overview of exploratory data analysis for an introduction to data science course. It begins by defining the term "data", and then describes the different types of data that companies work with (structured v. unstructured, categorical v.... View Details
Keywords: Data Analysis; Data Science; Statistics; Data Visualization; Exploratory Data Analysis; Analytics and Data Science; Analysis
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Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Exploratory Data Analysis." Harvard Business School Technical Note 622-098, March 2022. (Revised January 2025.)
  • 2007
  • Text Book

Business Analysis and Valuation: Using Financial Statements

By: Paul M. Healy and Krishna G. Palepu
Financial statements are the basis for a wide range of business analysis. Managers, securities analysts, bankers, and consultants all use them to make business decisions. There is strong demand among business students for course materials that provide a framework for... View Details
Keywords: Valuation; Framework; Decision Choices and Conditions; Financial Statements
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Healy, Paul M., and Krishna G. Palepu. Business Analysis and Valuation: Using Financial Statements. 4th ed. Mason, OH: Thomson South-Western, 2007.
  • December 2022
  • Technical Note

Risks and Opportunities from the Transition to a Low Carbon Economy: A Business Analysis Framework

By: George Serafeim
The transition to a low carbon economy introduces many risks and opportunities for businesses. Risks emerge from regulatory actions, such as carbon taxes and cap and trade systems, technological innovation that develop alternatives for customers making existing... View Details
Keywords: Risk Assessment; Opportunities; Environmental Sustainability; Carbon Footprint; Risk Management; Competitive Dynamics; Business Analysis; Climate Change; Accounting; Finance; Valuation; Business and Shareholder Relations; Technological Innovation; Transition; Product Positioning; Renewable Energy; Analysis
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Serafeim, George. "Risks and Opportunities from the Transition to a Low Carbon Economy: A Business Analysis Framework." Harvard Business School Technical Note 123-014, December 2022.
  • December 2011 (Revised October 2014)
  • Background Note

Business Model Analysis for Entrepreneurs

By: Thomas Eisenmann
This note defines a business model and its major elements: a customer value proposition, a technology and operations management plan, a go-to-market plan, and a profit formula. For each element, the note lists questions that an entrepreneur must address when evaluating... View Details
Keywords: Business Model
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Eisenmann, Thomas. "Business Model Analysis for Entrepreneurs." Harvard Business School Background Note 812-096, December 2011. (Revised October 2014.)
  • 2000
  • Book

Business Analysis and Valuation

By: Paul M. Healy, Krishna G. Palepu and Victor L. Bernard
Keywords: Valuation; Theory
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Healy, Paul M., Krishna G. Palepu, and Victor L. Bernard. Business Analysis and Valuation. 2nd ed. South-Western College Publishing, 2000.

    Business Analysis and Valuation: Using Financial Statements

    This book provides a framework for business analysis and has been used by business schools throughout the world. It provides a foundation for analysis using four key steps: 1) Strategy analysis: Identifying a firm's strategy and understanding sources of its competitive... View Details
    • October 1984 (Revised July 1989)
    • Background Note

    Cost Analysis for Business Decisions

    Citation
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    Christenson, Charles. "Cost Analysis for Business Decisions." Harvard Business School Background Note 185-062, October 1984. (Revised July 1989.)
    • May 1985
    • Background Note

    Business Segment Disclosure and Analysis

    By: David F. Hawkins
    Keywords: Corporate Disclosure
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    Hawkins, David F. "Business Segment Disclosure and Analysis." Harvard Business School Background Note 185-127, May 1985.
    • January 2020 (Revised December 2020)
    • Technical Note

    Business Model Analysis of Startups

    By: Stig Leschly
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    Leschly, Stig. "Business Model Analysis of Startups." Harvard Business School Technical Note 820-089, January 2020. (Revised December 2020.)
    • February 2018 (Revised June 2021)
    • Case

    New Constructs: Disrupting Fundamental Analysis with Robo-Analysts

    By: Charles C.Y. Wang and Kyle Thomas
    This case highlights the business challenges associated with a financial technology firm, New Constructs, that created a technology that can quickly parse complicated public firm financials to paint a clearer economic picture of firms, remove accounting distortions,... View Details
    Keywords: Fundamental Analysis; Machine Learning; Robo-analysts; Financial Statements; Financial Reporting; Analysis; Information Technology; Accounting Industry; Financial Services Industry; Information Technology Industry; North America; Tennessee
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    Wang, Charles C.Y., and Kyle Thomas. "New Constructs: Disrupting Fundamental Analysis with Robo-Analysts." Harvard Business School Case 118-068, February 2018. (Revised June 2021.)
    • 1968
    • Book

    Computer Models for Business Case Analysis

    By: David Hawkins and Brandt R. Allen
    Keywords: Information Technology; Theory
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    Hawkins, David, and Brandt R. Allen. Computer Models for Business Case Analysis. Cincinnati: South-Western Publishing Company, 1968.
    • 1996
    • Book

    Introduction to Business Analysis and Valuation

    By: Victor L Bernard, Paul M. Healy and Krishna G. Palepu
    Keywords: Valuation
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    Bernard, Victor L., Paul M. Healy, and Krishna G. Palepu. Introduction to Business Analysis and Valuation. South-Western College Publishing, 1996.
    • 2013
    • Book

    Business Analysis and Valuation: Using Financial Statements, Text and Cases

    By: Krishna G. Palepu and Paul M. Healy
    This book provides a framework for business analysis and has been used by business schools throughout the world. It provides a foundation for analysis using four key steps: 1) Strategy analysis: Identifying a firm's strategy and understanding sources of its competitive... View Details
    Keywords: Governance; Debt Securities; Valuation; Performance Evaluation; Financial Statements; Credit; Business Ventures; Strategy; Financial Condition; Mergers and Acquisitions; Forecasting and Prediction
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    Palepu, Krishna G., and Paul M. Healy. Business Analysis and Valuation: Using Financial Statements, Text and Cases. 5th ed. Cengage Learning, 2013.
    • January 2002
    • Background Note

    Note on Business Model Analysis for the Entrepreneur

    By: Richard G. Hamermesh, Paul W. Marshall and Taslim Pirmohamed
    Describes the primary elements and defining characteristics of a company's business model from the perspective of an entrepreneur. Introduces several analytic techniques and provides illustrative examples of business models to support the analytic framework presented. View Details
    Keywords: Business Model; Entrepreneurship; Framework; Mathematical Methods; Opportunities; Perspective
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    Hamermesh, Richard G., Paul W. Marshall, and Taslim Pirmohamed. "Note on Business Model Analysis for the Entrepreneur." Harvard Business School Background Note 802-048, January 2002.
    • 1996
    • Book

    Business Analysis and Valuation Using Financial Statements

    By: Victor L Bernard, Paul M. Healy and Krishna G. Palepu
    Keywords: Financial Statements; Valuation
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    Bernard, Victor L., Paul M. Healy, and Krishna G. Palepu. Business Analysis and Valuation Using Financial Statements. Cincinnati, OH: South-Western College Publishing, 1996.
    • TeachingInterests

    Business Analysis and Valuation Using Financial Statements

    By: Suraj Srinivasan
    This course provides hands-on experience in financial statement analysis. Students are exposed to tools of financial analysis, theoretical concepts, and practical valuation issues. By the end of the course, students become comfortable with using firms' financial... View Details
    • March 2022
    • Module Note

    Corporate Governance in Business Analysis and Valuation

    By: Charles C.Y. Wang
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    Wang, Charles C.Y. "Corporate Governance in Business Analysis and Valuation." Harvard Business School Module Note 122-073, March 2022.
    • January 2003 (Revised February 2011)
    • Tool

    Business Analysis and Valuation Model (Version 5)

    By: Paul M. Healy, Krishna G. Palepu and Jonathan Barnett
    Once you enter company financial statements, this software enables you to standardize them to a common format, make any needed adjustments to the company's accounting, and make assumptions about the company's future performance. The model then provides financial ratios... View Details
    Keywords: Financial Statements; Standards; Mathematical Methods; Valuation
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    "Business Analysis and Valuation Model (Version 5)." Harvard Business School Tool 103-701, January 2003. (Revised February 2011.)
    • June 2015
    • Tutorial

    Marketing Exercise: Using Conjoint Analysis for Business Decisions

    By: E. Ofek and Olivier Toubia
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    Ofek, E., and Olivier Toubia. Marketing Exercise: Using Conjoint Analysis for Business Decisions. Harvard Business School Tutorial 515-713, June 2015.
    • March 2015
    • Article

    Business Model Evaluation: Quantifying Walmart's Sources of Advantage

    By: Humberto Brea-Solís, Ramon Casadesus-Masanell and Emili Grifell-Tatjé
    We develop an analytical framework on the basis of the economics of business performance to provide quantitative insight into the link between a firm's business model choices and its profit consequences. The method is applied to Walmart by building a qualitative... View Details
    Keywords: Business Models; Quantitative Analysis; Walmart; Production Theory; Business Model; Competitive Advantage; Profit
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    Brea-Solís, Humberto, Ramon Casadesus-Masanell, and Emili Grifell-Tatjé. "Business Model Evaluation: Quantifying Walmart's Sources of Advantage." Strategic Entrepreneurship Journal 9, no. 1 (March 2015): 12–33.
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