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Article

Rethinking the Profession Formerly Known as Advertising: How Data Science Is Disrupting the Work of Agencies

By: John A. Deighton

The article discusses the notion of advertising as a profession in relation to the impact of digital analytics and data-driven marketing. Topics include the history of internet marketing, the investments of the content-driven internet firms Facebook Inc. and Google... View Details

Keywords: Data Science; Digital Marketing; Marketing; Internet and the Web; Analytics and Data Science; Disruption

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December 2002
Background Note

Simulation of Prices, Rates and Cash Flows (B)

Considers more advanced issues required for complete cash flow simulation, including residual diagnostics (to determine whether a process has been identified correctly), simulation of nonmarket risk variables, and real options. View Details

Keywords: Price; Cash Flow

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winter 1996
Article

The Market Pricing of Cash Flow Forecasts: Discounted Cash Flow vs. the Method of Comparables

By: S. N. Kaplan and R. S. Ruback

Keywords: Price; Cash Flow; Forecasting and Prediction

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May 1995 (Revised October 1995)
Background Note

Introduction to Cash Flow Valuation Methods

By: Richard S. Ruback

Provides an introduction to three cash flow valuation methods. The three methods differ in their measure of cash flows and the discount rate applied to those cash flows. The names for the three methods correspond to the type of cash flow that is used in the valuation:... View Details

Keywords: Cash Flow; Valuation

2023
Working Paper

Avoiding Idiosyncratic Volatility: Flow Sensitivity to Individual Stock Returns

By: Marco Di Maggio, Francesco Franzoni, Shimon Kogan and Ran Xing

Despite positive and significant earnings announcement premia, we find that institutional investors reduce their exposure to stocks before earnings announcements. A novel result on the sensitivity of flows to individual stock returns provides a potential explanation.... View Details

Keywords: New Trading; Mutual Funds; Fund Flows; Limits To Arbitrage; Financial Constraints; Earnings Announcements; Institutional Investing; Stocks

July 2005
Article

The Consequences of Labor Market Flexibility: Panel Evidence Based on Survey Data

By: Rafael Di Tella and Robert MacCulloch

We introduce a new data set on hiring and firing restrictions for 21 OECD countries for the period 1984 –1990. The data are based on surveys of business people in the countries covered, so the indices we use are subjective in nature. Controlling for country and time... View Details

Keywords: Job Security Provisions; Subjective Data; Unemployment; Employment; Labor; Markets; Data and Data Sets

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20 Oct 2016
Working Paper Summaries

Global Talent Flows

Keywords: by Sari Pekkala Kerr, William R. Kerr, Çağllar Özden, and Christopher Parsons

12 May 2020
Working Paper Summaries

Elusive Safety: The New Geography of Capital Flows and Risk

Keywords: by Laura Alfaro, Ester Faia, Ruth Judson, and Tim Schmidt-Eisenlohr

January 2021 (Revised May 2021)
Case

Amazon Shopper Panel: Paying Customers for Their Data

By: Eva Ascarza and Ayelet Israeli

This case introduces a new Amazon program that has consumers upload their receipts from transactions outside of Amazon, in exchange for money. Through the discussion, the case aims to explore issues in customers’ privacy in the digital age, the value of customers’ own... View Details

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

February 2001
Article

The Portfolio Flows of International Investors

By: K. A. Froot, P. O'Connell and M. Seasholes

Keywords: Asset Pricing; Equity Investment; Forecasting and Prediction; Behavioral Finance; Stocks; Investment Return; Market Transactions; Performance Expectations; Personal Characteristics; Financial Services Industry

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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

September 1992 (Revised September 1992)
Case

Northrop Corporation: Statement of Cash Flow

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February 2016
Exercise

Jim Sharpe: Operational Cash Flow Tool

By: Joseph B. Fuller, Shikhar Ghosh and Christopher Payton

In this exercise, you will examine the cash flow implications of different operating model assumptions and the effect that this has on financing decisions. View Details

Keywords: Cash Flow; Financing and Loans

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

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

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

June 2002
Background Note

Note on the Equivalency of Methods for Discounting Cash Flows

By: William E. Fruhan Jr.

Uses a numerical example to demonstrate that when you discount the cash flows to capital from a project at the weighted average cost of capital, you get same net present value result as you obtain when discounting the cash flows to equity at the cost of equity. Also... View Details

Keywords: Capital Structure; Cash Flow; Cost of Capital; Equity; Valuation

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

20 Sep 2011
Working Paper Summaries

Sovereigns, Upstream Capital Flows and Global Imbalances

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

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