Friberg, Richard and Huse, Cristian (2012): How to use demand systems to evaluate risky projects, with an application to automobile production.
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Abstract
This article introduces a method to quantify the effect of a firm’s strategic choices on the risk profile of its profits at different horizons. We combine a demand system for differentiated products with counterfactual paths of risk factors. Prices, costs and quantities respond endogenously to the counterfactual state of the world. The draws on risk factors are generated using copulas, in a way that flexibly can be adapted to the risks faced in various industries. We illustrate the method by studying how the US operations of German carmakers BMW and Porsche are affected by the decision to relocate production, i.e. operational hedging. We find that for plausible costs of building a plant, production in the US is attractive for BMW, but not for Porsche.
Item Type: | MPRA Paper |
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Original Title: | How to use demand systems to evaluate risky projects, with an application to automobile production |
English Title: | How to use demand systems to evaluate risky projects, with an application to automobile production |
Language: | English |
Keywords: | Exchange rate exposure, macroeconomic exposure, operational hedging, natural hedging, risk management. |
Subjects: | F - International Economics > F2 - International Factor Movements and International Business > F23 - Multinational Firms ; International Business G - Financial Economics > G3 - Corporate Finance and Governance > G32 - Financing Policy ; Financial Risk and Risk Management ; Capital and Ownership Structure ; Value of Firms ; Goodwill L - Industrial Organization > L1 - Market Structure, Firm Strategy, and Market Performance > L16 - Industrial Organization and Macroeconomics: Industrial Structure and Structural Change ; Industrial Price Indices L - Industrial Organization > L6 - Industry Studies: Manufacturing > L62 - Automobiles ; Other Transportation Equipment ; Related Parts and Equipment |
Item ID: | 48906 |
Depositing User: | Dr Cristian Huse |
Date Deposited: | 16 Feb 2014 01:18 |
Last Modified: | 28 Sep 2019 06:38 |
References: | Ackerberg, Daniel, C. Lanier Benkard, Steve Berry and Ariel Pakes (2007), Econometric Tools for Analyzing Market Outcomes, in: James J. Heckman & Edward E. Leamer (ed.), Handbook of Econometrics. Amsterdam: Elsevier. Aguirregabiria, Victor and Aviv Nevo (2012), Recent developments in empirical IO: Dynamic demand and dynamic games, in Advances in Economics and Econometrics: Theory and Applications. Tenth World Congress of the Econometric Society, forthcoming. Bajari, Patrick, C. Lanier Benkard and Jonathan Levin (2007), Estimating dynamic models of imperfect competition, Econometrica 75, 1331-1370. Benkard, C. Lanier, Aaron Bodoh-Creed and John Lazarev (2010), Simulating the Dynamic Effects of Horizontal Mergers: U.S. Airlines, manuscript, Stanford University. Berry, Steve (1994), Estimating discrete choice models of product differentiation, RAND Journal of Economics 25, 242-262. Berry, Steve, James Levinsohn and Ariel Pakes (1995), Automobile prices in market equilibrium, Econometrica 63, 841-890. Berry, Steve, James Levinsohn and Ariel Pakes (1999), Voluntary export restraints on automobiles: Evaluating a trade policy, American Economic Review 89, 400-430. Berry, Steve and Panle Jia (2010), Tracing the woes: An empirical analysis of the airline industry, American Economic Journal: Microeconomics 2, 1-43. Besanko, David, Ulrich Doraszelski, Lauren Xiaoyuan Lu and Mark Satterthwaite (2010), On the role of demand and strategic uncertainty in capacity investment and disinvestment dynamics, International Journal of Industrial Organization 28, 383-389. Bodnar, Gordon M., John Graham, Campbell R. Harvey and Richard C. Marston (2011), Managing risk management, manuscript, Duke University. Brealey, Richard A. and Stewart C. Myers (2003), Principles of Corporate Finance, 7th edition, New York: McGraw-Hill. Busse, Meghan, Jorge Silva-Risso and Florian Zettelmeyer (2006), $ 1,000 cash back: The pass-through of auto manufacturer promotions, American Economic Review 96, 1253-1270. Chen, Frank Youhua and Candace Arai Yano (2010), Improving supply chain performance and managing risk under weather-related uncertainty, Management Science 56, 1380-1397. Chintagunta, Pradeep K. and Harikesh S. Nair (2011), Discrete-choice models of consumer demand in marketing, Marketing Science 30, 977–996. Chod, Jiri, Nils Rudi and Jan A. Van Mieghem (2010), Operational flexibility and financial hedging: Complements or substitutes?, Management Science 56, 1030-1045. Cochrane, John H. (2011), Presidential address: Discount rates, Journal of Finance 65, 1047-1108. Copeland, Adam and George Hall (2011), The response of prices, sales and output to temporary changes in demand, Journal of Applied Econometrics 26, 232-269. Damodaran, Aswath (2010), Applied Corporate Finance, 3d edition, John Wiley & sons. Danaher, Peter J. and Michael S. Smith (2011), Modeling multivariate distributions using Copulas: Applications in marketing, Marketing Science 30, 4-21. Davis, Peter and Eliana Garcés (2010), Quantitative Techniques for Competition and Antitrust Analysis, Princeton: Princeton University Press. Dominguez, Kathryn M.E. and Linda L. Tesar (2006), Exchange rate exposure, Journal of International Economics 68, 188-218. Eiteman, David K., Arthur I. Stonehill and Michael H. Moffett (2007), Multinational Business Finance, 11th edition. New York: Pearson. Ericson Richard and Ariel Pakes, (1995), Markov-perfect industry dynamics: A framework for empirical work, Review of Economic studies 62, 53-82. Eun, Cheul S. and Bruce G. Resnick (2007), International Financial Management, Second Edition, New York: McGraw-Hill. Friberg, Richard and Mattias Ganslandt (2007), Exchange rates and cash flows in differentiated product industries: A simulation approach, Journal of Finance 62, 2475-2502. Goldberg, Pinelopi K. (1995), Product differentiation and oligopoly in international markets: The case of the U.S. automobile industry, Econometrica 63, 891-951. Goldberg, Pinelopi K. and Michael M. Knetter (1997), Goods prices and exchange rates: What have we learned?, Journal of Economic Literature 35, 1243-1272. Goldberg, Pinelopi K. and Rebecca Hellerstein (2012), A Structural approach to identifying the sources of local-currency price stability, forthcoming, Review of Economic Studies. Hall, George J. (2000), Non-convex costs and capital utilization: A study of production scheduling at automobile assembly plants, Journal of Monetary Economics 45, 681-716. Hankins, Kristine W. (2011), How do financial firms manage risk? Unraveling the interaction of financial and operational hedging, Management Science 57, 2197-2212. Hansen, Peter R. and Asger Lunde, (2005), A forecast comparison of volatility models: Does anything beat a GARCH(1,1)?, Journal of Applied Econometrics 7, 873-879. Hellerstein, Rebecca and Sofia Berto Villas-Boas (2010), Outsourcing and pass-through, Journal of International Economics 81, 170-183. Hertz, David B. (1964), Risk analysis in capital investment, Harvard Business Review, 95-106. Huchzermeier, Arnd and Morris A. Cohen (1996), Operational flexibility under exchange rate risk, Operations Research 44, 100-113. Jin, Yanbo and Philippe Jorion (2006), Firm value and hedging: Evidence from U.S. oil and gas producers, Journal of Finance 55, 107-152. Jondeau, Eric and Michael Rockinger (2006), The copula-GARCH model of conditional dependencies: An international stock market application, Journal of International Money and Finance 25, 827-853. Jorion, Philippe (1990), The exchange rate exposure of US multinationals, Journal of Business 3, 331-345. Jorion, Philippe (2006), Value at Risk: The New Benchmark for Managing Financial Risk, third edition, New York: McGraw-Hill. Kole, Erik, Kees Koedijk and Marno Verbeek (2007), Selecting copulas for risk management, Journal of Banking and Finance 31, 2405-2423. Ludvigson, Sydney C. (2004), Consumer confidence and consumer spending, Journal of Economic Perspectives 18, 29-50. Mansfield, Edwin, W. Bruce Allen, Neil A. Doherty and Keith Weigelt (2009), Managerial Economics: Theory, Applications and Cases, Seventh edition, W.W. Norton: New York. Mello, Antonio S., John E. Parsons and Alexander J. Triantis (1995), An integrated model of multinational flexibility and financial hedging, Journal of International Economics 39, 27-51. Moel, Alberto and Peter Tufano (2002), When are real options exercised? An empirical study of mine closings, Review of Financial Studies, 35-64. Moffett, Michael H. and Barbara S. Petitt, (2004) Porsche exposed, mini-case, Thunderbird School of Global Management. Nakamura, Emi and Dawit Zerom (2010), Accounting for incomplete pass-through, Review of Economic Studies 77, 1192-1230. Nelson, Daniel B. (1991), Conditional heteroskedasticity in asset returns: A new approach, Econometrica 59, 347-370. Nevo, Aviv (2000), Mergers with differentiated products: the case of the ready-to-eat cereal industry, RAND Journal of Economics 31, 395–421. Okun, Arthur M (1981), Prices and Quantities: A Macroeconomic Analysis, Washington D.C.: Brookings Institution. Patton, Andrew (2009), Copula-Based Models for Financial Time Series, in Torben G. Andersen, Richard A. Davis, Jens-Peter Kreiss and Thomas Mikosch (eds.) Handbook of Financial Time Series, New York: Springer Verlag. Petrin, Amil (2002), Quantifying the benefits of new products: The case of the Minivan, Journal of Political Economy 11, 705-729 Porter, M.E. (1980), Competitive Strategy, Free Press, New York, 1980 Slade, Margaret (2001), Managing projects flexibly: An application of real-option theory to mining investments, Journal of Environmental Economics and Management 41, 193-233. Staiger, Douglas and James H. Stock (1997), Instrumental variables regression with weak instruments, Econometrica 65, 557-586. Stein, Jeremy, Stephen E. Usher, Daniel La Gattuta and Jeff Youngen (2001), A comparables approach to measuring cashflow-at-risk for non-financial firms, Journal of Applied Corporate Finance 13, 100-109. Stulz, René M. (2002), Risk Management and Derivatives, Mason OH: Thomson Southwestern. Train, Kenneth E. and Clifford Winston (2007), Vehicle choice behavior and the declining market share of U.S. automakers, International Economic Review 48, 1469-1496. Tversky, Amos and Daniel Kahneman (1971), Belief in the law of small numbers, Psychological Bulletin 76, 105-110. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/48906 |