Collan, Mikael (2004): Giga-Investments: Modelling the Valuation of Very Large Industrial Real Investments. Published in: TUCS Dissertations , Vol. 57, (November 2004): pp. 1-145.
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In this doctoral dissertation characteristics of very large industrial real investments (VLIRI) are investigated and a special group of VLIRI is defined as giga-investments. The investment decision-making regarding to giga-investments is discussed from the points of view of discounted cash-flow based methods and real option valuation. Based on the bacground of establishing giga-investments, state-of-the-art in capital budgeting (including real options) and by applying fuzzy numbers a novel method for the evaluation and profitability analysis of giga-investments is presented. Application of the method is illustrated and issues regarding investment decision-making of large industrial real investments are discussed.
|Item Type:||MPRA Paper|
|Institution:||Institute for Advanced Management Systems Research|
|Original Title:||Giga-Investments: Modelling the Valuation of Very Large Industrial Real Investments|
|Keywords:||Real Options; Fuzzy Real Option Valuation; Giga-Investments; Very Large Industrial Real Investments; Dissertation|
|Subjects:||Y - Miscellaneous Categories > Y4 - Dissertations (unclassified) > Y40 - Dissertations (unclassified)
G - Financial Economics > G3 - Corporate Finance and Governance > G31 - Capital Budgeting; Fixed Investment and Inventory Studies; Capacity
Y - Miscellaneous Categories > Y4 - Dissertations (unclassified)
|Depositing User:||Mikael Collan|
|Date Deposited:||02. Aug 2007|
|Last Modified:||12. Feb 2013 19:35|
(Aguilar, 1967) Aguilar, F., 1967, Scanning the Business Environment, McMillan (Alcaraz and Heikkilä, 2002) Alcaraz, F. and Heikkilä, M., 2002, Improving Investment Decision Making by Expanding Key Knowledge with Real Option Tools, Turku Centre for Computer Science, TUCS Technical Report, No. 467 (Alcaraz and Heikkilä, 2003) Alcaraz Garcia, F. and Heikkilä, M., 2003, Improving Investment Decision Making by Expanding Key Knowledge with Real Option Tools, Journal of Decision Systems, 12, 3-4, pp. 345-368 (Andricopoulos et al., 2003) Andricopoulos, A., Widdicks, M., Duck, P. and Newton, D., 2003, Universal option valuation using quadrature methods, Journal of Financial Economics, Vol. 67, 3, pp. 447-471 (Alvarez, 1999) Alvarez, L., 1999, Optimal Exit and Valuation Under Demand Uncertainty: A Real Options Approach, European Journal of Operational Research, 111, pp. 320-329 (Arditti, 1973) Arditti, F., 1973, The Weighted Average of Capital: Some Questions on Its Definition, Interpretation, and Use, Journal of Finance, 28, pp. 1001-1008 (Armstrong and Crohman, 1972) Armstrong, S. and Crohman, M., 1972, A comparative study of methods for long-range market forecasting, Management Science, 19, 2, pp. 211-221 (Azzone and Maccarone, 2001) Azzone, G. and Maccarone, P., 2001, The design of the investment post-audit process in large organisations: evidence from a survey, European Journal of Innovation Management, Vol. 4, No. 2, pp. 73-87 (Baker, Ponniah, and Smith, 1998) Baker, S., Ponniah, D., and Smith, S., 1998, Techniques for the Analysis of Risks in Major Projects, The Journal of the Operational Research Society, 49, 6, pp. 567-572 (Balasubramanian, Kulatilaka, and Storck, 2000) Balasubramanian, P., Kulatilaka, N., and Storck, J., 2000, Managing information technology 88 investments using a real options approach, the Journal of Strategic Information Systems, 9, pp. 39-62 (Baranek, 1975) Baranek, W., 1975, The Cost of Capital, Capital Budgeting, and the Maximization of Shareholder Wealth, The Journal of Financial and Quantitative Analysis, 10, pp. 1-20 (Bardossy, Duckstein and Bogardi, 1993) Bardossy, A., Duckstein, L., Bogardi, I., 1993, Combination of fuzzy numbers representing expert opinions, Fuzzy Sets and Systems, 57, pp. 173-181 (Barham, Chavas, and Klemme, 1994) Barham, B., Chavas, J-P. and Klemme, R., 1994, Low capital dairy strategies in Wisconsin: lessons from a new approach to measuring profitability, University of Wisconsin- Madison Department of Agricultural Economics Staff Paper Series, Staff Paper No. 381 (Bellman and Zadeh, 1970) Bellman, R. and Zadeh, L., 1970, Decisionmaking in a fuzzy environment, Management Science, Vol. 17, No. 4, p. 141-164 (Benninga and Wiener, 1997) Benninga, S. and Wiener, Z., 1997, Binomial Option Pricing, the Black-Scholes Option Pricing Formula, and Exotic Options, Mathematica in Education and Research, Vol. 6, No. 4, pp. 1-4 (Benaroch and Kauffman, 1999) Benaroch, M. and Kauffman, R., 1999, A case for using real options pricing analysis to evaluate information technology project investments, Information Systems Research, 10, pp. 70- 86 (Benaroch and Kauffman, 2000) Benaroch, M. and Kauffman, R., 2000, Justifying electronic banking network expansion using real options analysis, MIS Quarterly, 24, pp. 197-225 (Bengtsson, 2001) Bengtsson, J., 2001, Manufacturing flexibility and real options: A review, International Journal of Production Economics, 74, pp. 213-224 (Berger, Ofek, and Swary, 1996) Berger, P., Ofek, E., and Swary, I., 1996, Investor valuation of the abandonment option, Journal of Financial Economics, 42, 257-287 89 (Bertrand and Fransoo, 2002) Bertrand, W. and Fransoo, J., 2002, Operations management research methodologies using quantitative modeling, International Journal of Operations & Production Management, Vol. 22, No. 2, p. 241-264 (Bierman and Smidt, 1960) Bierman, H. and Smidt, S., 1960, The capital budgeting decision, MacMillan, New York (Black and Scholes, 1973) Black, F. and Scholes, M., 1973, The Pricing of Options and Corporate Liabilities, Journal of Political Economy, 81, 3, p. 637-654 (Blom, 2000) Blom, L., 2000, Investeringar som värdeskapare för företagets och landets konkurrenskraft - en fallstudie av Rautaruukki Steel, Åbo Akademi University, Department of Economics M.Sc. thesis. (Bock and Farkas, 1969) Bock, B. and Farkas, J., 1969, Concentration and Productivity, Studies in Business Economics, No. 103, National Industrial Conference Board, New York (Bodman, 2000) Bodman, J., 2000, Gigainvestointien elinkaarituottoihin vaikuttavien tekijöiden arviointi, Tampere University of Technology, Department of Industrial Economics Diploma Thesis, Pori (Borison, 2003) Borison, A., 2003, Real Options Analysis: Where are the Emperor's Clothes?, In the Proceedings of the 7th Annual International Conference on Real Options, Washington D.C., USA (Borgonovo, 2004) Borgonovo, E. and Peccati, L., 2004, Sensitivity analysis in investment project evaluation, International Journal of Production Economics, 90, pp. 17-25 (Bowman and Hurry, 1993) Bowman, E. and Hurry, D., 1993, Strategy throght the option lens: An integrated view of resource investments and incremental-choice process, Academy of Management Review, 18, pp. 760-82 (Boyle, 1988) Boyle, P., 1988, A Lattice Framework for Option Pricing with Two State Variables, Journal of Financial and Quantitative Analysis, 23, 1–12. 90 (Brennan and Schwartz, 1977) Brennan, M., and Schwartz, E., 1977, The Valuation of American Put Options, Journal of Finance, 32, 449–462. (Brennan and Schwartz, 1978) Brennan, M., and Schwartz, E., 1978, Finite Difference Methods and Jump Processes Arising inthe Pricing of Contingent Claims: A Synthesis, Journal of Financial and Quantitative Analysis, 13, 461–474. (Brennan and Schwartz, 1985) Brennan, M. and Schwartz, E., 1985, Evaluating natural resource investments, Journal of Business, 58(2), April, pp. 135-57 (Brealey and Myers, 2003) Brealey, R. and Myers, S, 2003, Principles of Corporate Finance, 7th edition, McGraw-Hill, Boston (Brick and Thompson, 1978) Brick, J. and Thompson, H., 1978, The Economic Life of an Investment and the Appropriate Discount Rate, The Journal of Financial and Quantitative Analysis, 13, 5, pp. 831-846 (Bryman, 1988) Bryman, A., 1988, Doing Research in Organisations, Routledge, London (Buckley, 1987) Buckley, J., 1987, The fuzzy mathematics of finance, Fuzzy Sets and Systems, 21, p. 257-273 (Buckley, 1992) Buckley, J., 1992, Solving fuzzy equations in economics and finance, Fuzzy Sets and Systems, 48, p. 289-296 (Bunn and Wright, 1991) Bunn, D. and Wright, G., 1991, Interaction of judgemental and statistical forecasting methods: issues & analysis, Management Science, 37, 5, 501-518 (Busby and Pitts, 1997) Busby, J. and Pitts, C., 1997, Real options in practice: an exploratory survey of how finance officers deal with flexibility in capital appraisal, Management Accounting Research, 8, pp. 169-186 (Campbell, 2002) Campbell, J., 2002, Real options analysis of the timing of IS investment decisions, Information & Management, 39(5), pp. 337- 344 91 (Carlsson and Fuller, 1998) Carlsson, C. and Fullér, R., 1998, On fuzzy internal rate of return, Turku Centre for Computer Science, TUCS Technical Report, No. 211 (Carlsson and Fuller, 2000) Carlsson, C. and Fuller, R., 2000, On fuzzzy real option valuation, Turku Centre for Computer Science, TUCS Technical Report No 367 (Carlsson and Fuller, 2001a) Carlsson, C. and Fuller, R., 2001, On possibilistic mean value and variance of fuzzy numbers, Fuzzy Sets and Systems, 122, pp. 315-326 (Carlsson and Fuller, 2001b) Carlsson, C. and Fuller, R., 2001, Fuzzy Reasoning in Decision Making and Optimization, Springer (Carlsson, Fuller, and Majlender, 2001) Carlsson, C., Fuller, R., Majlender, P., 2001, Project Selection with fuzzy real options, in Proceedings of the Second International Symposium of Hungarian Researchers on Computational Intelligence, Budapest, November 12, pp. 81-88 (Caves, Gale, and Porter, 1977) Caves, R., Gale, B., and Porter, M., 1977, Interfirm Profitability Differences: Comment, Quarterly Journal of Economics, 91, 4, pp. 667-675 (Chen and Wang, 1999) Chen, T. and Wang, M., 1999, Forecasting methods using fuzzy concepts, Fuzzy Sets and Systems, 105, pp. 339-352 (Childs, Ott, and Triantis, 1998) Childs, P., Ott, S., and Triantis, A., 1998, Capital budgeting for interrelated projects: A real options approach, Journal of Financial and Quantitative Analysis, 33(3), pp.305-34 (Childs and Triantis, 2000) Childs, P. and Triantis, A., 2000, Dyuamic R&D investment policies, Management Science, 45, 1359-1377 (Collan, 2002) Collan, M. (Ed)., 2002, Proceedings of the International Real Options Workshop, May 6.-8.2002, Turku, Finland (Collan, 2004a) Collan, M., 2004, Fuzzy real investment valuation model for very large industrial real investments, in Jamshidi, M., Ollero, A., Foulloy, L, Reuter, M., Kamrani, A., and Hata, Y. (Eds.), 2004, Proceedings of the WAC 2004 (CD-ROM), June 28 - July 1, 2004, Seville, Spain 92 (Collan, 2004b) Collan, M., Dynamic Management of Investments with Long Economic Lives: Extending Fuzzy Planning to Operational Management, 6th Manufacturing Accounting Research Conference, MAR 2003, May 26-28, University of Twente, The Netherlands (Collan, 2004c) Collan, M., 2004, Fuzzy Real Investment Valuation Model for Giga-Investments, and a Note on Giga-Investment Lifecycle and Valuation, TUCS Technical Report, No. 617, Turku Centre for Computer Science (Collan, Carlsson, and Majlender, 2003) Collan, M., Carlsson, C., and Majlender, P., 2003, Fuzzy Black and Scholes real option pricing, Journal of Decision Systems, Vol. 17, No. 3-4, pp. 391-416 (Collan and Hirkman, 2003) Collan, M. and Hirkman, P. (Eds.), 2003, WAENO 1999-2002, CD-ROM of the research program, Institute for Advanced Management Systems Research, Åbo Akademi University, Turku, Finland (Collan and Liu, 2003) Collan, M. and Liu, S., 2003, Fuzzy logic and intelligent agents: towards the next step of capital budgeting decision support, Industrial Management & Data Systems, 103, 6, p. 410-422 (Collan and Långström, 2002) Collan, M. and Långström, S., 2002, Flexibility in Investments: Exploratory Survey on How Finnish Companies Deal with Flexibility in Capital Budgeting, Turku Centre for Computer Science, TUCS Technical Report, No. 453 (Collan and Majlender, 2003) Collan, M. and Majlender, P., 2003, Fuzzy Multiplicator in Including Trend Information in Fuzzy Capital Budgeting: Problems and Conclusions, in Liu, Y., Chen, G., Ying, M., and Cai, K. (Eds.), 2003, Proceedings of International Conference on Fuzzy Information Processing, FIP 2003, March 1-4, 2003, Beijing, China, pp. 783-789 (Copeland and Keenan, 1998) Copeland, T. and Keenan, P., 1998, How much is flexibility worth?, The McKinsey Quarterly, 1998:2, pp. 38-49 (Copeland and Antikarov, 2001) Copeland, T. and Antikarov, V., 2001, Real Options: A Practitioner's Guide, TEXERE, New York, NY 93 (Corker, Holly, and Ellis, 1986) Corker, R., Holly, S, and Ellis, R., 1986, Uncertainty and Forecast Precision, International Journal of Forecasting, 2, 1, pp. 53-70 (Cortazar and Casassus, 1998) Cortazar, G., and Casassus, J., 1998, Optimal timing of a mine expansion: Implementing a real options model, The Quarterly Review of Economics and Finance, 38, pp. 755-69 (Cortazar and Schwartz, 1998) Cortazar, G., Schwartz, E., and Salinas, M., 1998, Evaluating environmental investments: A real options approach, Management Science, 44(8), 1059-70 (Coughlan and Coghlan, 2002) Coughlan, P. and Coghlan, D., 2002, Action research for operations management, International Journal of Operations & Production Management, Vol. 22, No. 2, pp. 220-240 (Cox and Ross, 1976) Cox, J. and Ross, S., 1976, A Survey of Some New Results in Financial Option Pricing Theory, The Journal of Finance, Vol. 31, No. 2, pp. 383-402 (Cox, Ross, and Rubinstein, 1979) Cox, J., Ross, S. and Rubinstein, M., 1979, Option Pricing: A Simplified Approach, Journal of Financial Economics, 7, 229–263. (Dalkey, 1967) Dalkey, N., 1967, Delphi, RAND Corporation, P-3704, Santa Monica, CA (Das and Elango, 1995) Das, T. and Elango, B., 1995, Managing strategic flexibility: Key to effective performance, Journal of General Management, 20(3), 60-75 (Dean, 1951) Dean, J., 1951, Capital budgeting: top management policy on plant equipment on product development, Columbia University, New York (Demsetz, 1973) Demsetz, H., 1973, Industry Structure, Market Rivarly, and Public Policy, Journal of Law and Economics, 16, pp. 1-10 (Desmet et al., 2000) Desmet, T., Francis, T., Hu, A., Koller, T., and Riedel, G., 2000, Valuing dot-coms, The McKinsey Quarterly, No. 1, pp. 148-157 94 (Deventer, 1915) Deventer, Van J., 1915, Jigs and Fixtures in the Small Shop, American Mechanist, XLII, No. 19, pp. 807-809 (Dhar and Stein, 1997) Dhar, V. and Stein, R., 1997, Intelligent Decision Support Systems, Prentice Hall (Dixit, 1989) Dixit, A., 1989, Entry and exit decisions under uncertainty, Journal of Political Economy, 97, 3, pp. 620-638 (Dixit and Pindyck, 1994) Dixit, A. and Pindyck, R, 1994, Investment under uncertainty, Princeton University Press, Princeton, NJ (Driver and Whelan, 2001) Driver, C. and Whelan, B., 2001, Journal of Economic Behaviour & Organization, 44, pp. 403-412 (Dubois and Prade, 1980) Dubois D. and Prade. H., 1980, Fuzzy sets and systems, Theory and applications, Academic Press, New York, NY (Dubois and Prade, 1988) Dubois, D. and Prade, H., 1988, Possibility Theory, Plenum Press, New York (Dyl and Long, 1969) Dyl, E. and Long, H., 1969, Abandonment value and capital budgeting: comment, Journal of Finance, 24, pp. 88-95 (Eisenhardt, 1989) Eisenhardt, K., 1989, Building Theories From Case Research, Academy of Management Review, Vol. 14, No. 4, pp. 532-550 (Ekern, 1985) Ekern, S., 1985, An option pricing approach to evaluating petroleum projects, Energy Economics, 10, pp. 91-99 (Esty, 1999) Esty, B., 1999, Improved Techniques for Valuing Large-Scale Projects, The Journal of Project Finance, Spring, p. 9-25 (Faulkner, 1996) Faulkner, T., 1996, Applying options thinking to R&D valuation, Research Technology Management, May-June, pp. 50-56 (Fernandez, 2003) Fernandez, P., 2003, 75 common and uncommon errors in company valuation, University of Navarra Working Paper No. 515 (Fildes, 1979) Fildes, R., 1979, Quantitative Forecasting - The State of the Art: Extrapolative Models, The Journal of the Operational Research Society, 30, 8, pp. 691-710 95 (Fildes, 1985) Fildes, R., 1985, Quantitative Forecasting - the State of the Art: Econometric Models, The Journal of the Operational Research Society, 36, 7, pp. 549-580 (Fildes, 1988) Fildes, R., 1988, Reviewing Forecasting Software - A Review Essay, The Journal of the Operational Research Society, 39, 8, pp. 773-778 (Fildes and Hastings, 1994) Fildes, R. and Hastings, R., 1994, The Organiztion and Improvement of Market Forecasting, The Journal of the Operational Research Society, 45, 1, pp. 1-16 (Finnerty, 1996) Finnerty, J., 1996, Project Financing: asset based financial engineering, John Wiley & Sons, New York, NY (Fisher, 1896a) Fisher, I., 1896, Appreciation and Intrest, Publications of the American Economic Association, Vol. 11, No. 4. p. 1-98. (Fisher, 1896b) Fisher, I, 1896, What is Capital?, The Economic Journal, Vol. 6. No. 24., pp. 509-534 (Fisher, 1907) Fisher, I, 1907, The rate of interest: its nature, determination and relation to economic phenomena, MacMillan, New York (Fouque, Papanicolau, and Sirkar, 1999) Fouque, J-P., Papanicolau, G., and Sirkar, R., 1999, Financial Modelling in Fast Mean-Reverting Stochastic Volatility Environment, Asia-Pacific Financial Markets, 6, 1, pp. 37-49 (Fouque and Tullie, 2002) Fouque, J-P. and Tullie, T., 2002, Variance reduction for Monte Carlo simulation in a stochastic volatility environment, Quantitative Finance, 2, pp. 24-30 (Fuller, 1998) Fullér, R., 1998, Fuzzy Reasoning and Fuzzy Optimization, Turku Centre for Computer Science, TUCS General Publication, No. 9, September, p. 16 (Garner, Nam, and Ottoo, 2002) Garner, J.L., Nam, J., and Ottoo, R.E., 2002, Determinants of corporate growth opportunities of emerging firms, Journal of Economics and Business, 54(1), pp. 73-93 96 (Grenadier and Weiss, 1995) Grenadier, S. and Weiss, A., 1995, Investment in technological innovations: An options pricing approach, Journal of Financial Economics, 44, pp. 397-416 (Guimaraes Dias, 1999) Guimaraes Dias, M., 1999, A note on the bibliographical evolution of real options, in Trigeorgis, L. (Ed.), 1999, Real Options and Business Strategy, Risk Books, London, pp. 357-362 (Guimaraes Dias, 2004) Guimaraes Dias, M., 2004, Real options bibliography available at http://sphere.rdc.pucrio. br/marco.ind/bibliogr.html, ~2000 real options references, last accessed 17.05.2004 (Gummeson, 2000) Gummeson, E., 2000, Qualitative methods in management research, Sage, Thousand Oaks, CA (Harris, 1978) Harris, R., 1978, On the choice of large projects, The Canadian Journal of Economics, 11, 3, pp. 404-423 (Heikkilä, 2002) Heikkilä, M., 2002, Knowledge Processing in Real Options - A Process Approach to Make Real Options Operational, Proceedings of EUNITE 2002,19.-21. September, Albufeira, Portugal (Hertz, 1968) Hertz, D., 1968, Investment policies that pay off, Harvart Business Review, 46, pp. 96-108 (Hespos and Strassman, 1965) Hespos, R. and Strassmann, P., 1965, Stochastic decision trees for the analysis of investment decisions, Management Science, Series B, 11, 10, pp. B244-B259 (Jenks, 1983) Jenks, J., 1983, Non-Computer Forecasts to Use Right Now, Business Marketing, 68, pp.82-84 (Kasanen, Lukka, and Siitonen, 1993) Kasanen, E., Lukka, K., and Siitonen, A., 1993, The Constructive Approach in Management Accounting Research, Journal of Management Accounting Research, Vol. 5, pp. 243-264. (Kaufmann and Gupta, 1985) Kaufmann, A. and Gupta, M., 1985, Introduction to fuzzy arithmetic: Theory and applications I, Van Nostrand Reinhold, New York, NY 97 (Kaufmann and Gupta, 1986) Kaufmann, A. and Gupta, M., 1986, Introduction to fuzzy arithmetic: Theory and applications II, Van Nostrand Reinhold, New York, NY (Keppo and Lu, 2003) Keppo, J. and Lu, H., 2003, Real options and large producer: the case of electricity markets, Energy Economics, 25, p. 459- 472 (Kivijärvi and Tuominen, 1999) Kivijärvi, H. and Tuominen, M., 1999, Computer Based Intelligence, Design, Choice, Implementation, and Control of Intangible Investment Projects, Proceedings of the 32nd HICSS Conference, Vol. 7 (Kleijnen, 2004) Kleijnen, J., 2004, An overview of the design and analysis of simulation experiments for sensitivity analysis, Tilburg University Discussion Papers, No. 2004-16 (Klir and Folger, 1988) Klir, G. and Folger, T., 1988, Fuzzy Sets, Uncertainty, and Information, Prentice-Hall, Eaglewood Cliffs, N.J. (Knight, 1921) Knight, F., 1921, Risk, Uncertainty and Profit, Hart, Schaffner & Marx, Boston (Reprint 1957: London School of Economics and Political Science, London) (Kogut, 1991) Kogut, B., 1991, Joint ventures and the option to expand and acquire, Management Science, 37(1), pp. 19-33 (Kuchta, 2000) Kuchta, D., 2000, Fuzzy capital budgeting, Fuzzy Sets and Systems, 111, pp. 367-385 (Kulatilaka and Marks, 1988) Kulatilaka, N. and Marks, S., 1988, The strategic value of flexibility: Reducing the ability to compromise, American Economic Review, pp. 574-80 (Learner, 1985) Learner, E., 1985, Sensitivity Analyses Would Help, The American Economic Review, 75, 3, pp. 308-313 (Leivo, 2001) Leivo, K., 2001, Investoinnin kannattavuuteen vaikuttavat ulkoiset ja sisäiset tekijät metsäteollisuusyrityksissä, case: Metsä-Serla Kirkniemi paperikone 1, Tampere University of Technology, Department of Industrial Economics Diploma Thesis, Pori 98 (Leslie and Michaels, 1997) Leslie, K. and Michaels, M., 1997, The real power of real options, The McKinsey Quarterly, 3, p. 5-22 (Li, 1994) Li, E., 1994, Artificial neural networks and their business applications, Information & Management, 27, pp. 303-313 (Liautaud and Hammond, 2000) Liautaud, B. and Hammond, M., 2000, e- Business Intelligence, McGraw-Hill (Li Calzi, 1990) Li Calzi, M., 1990, Towards a general setting of the fuzzy mathematics of finance, Fuzzy Sets and Systems, 35, p. 265-280 (Lint and Pennings, 1998) Lint, O. and Pennings, E., 1998, R&D as an option on market introduction, R&D and Management, 28, pp. 279-87 (Liu, 2000) Liu, S., 2000, Improving executive support in strategic scanning with software agent systems, Turku Centre for Computer Science, Doctoral Dissertations, No. 25, Åbo Akademi University, Turku, Finland (Lotan, 1997) Lotan, T., 1997, Integration of fuzzy numbers corresponding to static knowledge and dynamic information, Fuzzy Sets and Systems, 86, pp. 335-344 (Maccarone, 1996) Maccarone, P., 1996, Organizing the capital budgeting process in large firms, Management Decision, 34, 6, pp. 43-56 (Majd and Pindyck, 1987) Majd, S. and Pindyck, R., 1987, Time to build, option value, and investment decisions, Journal of Financial Economics, 18(1), pp. 7-27 (Mancke, 1974) Mancke, R., 1974, Interfirm Profitability Differences, Quarterly Journal of Economics, 87, pp. 181-193 (Masoliver, Montero, and Porrá, 2000) Masoliver, J., Montero, M., and Porrá, J., 2000, A dynamical model describing stock market price distributions, Physica A, 283, pp. 559-567 (Masoliver and Montero, 2001) Masoliver, J. and Montero, M., 2001, Integrated random process exhibiting long tails, finite moments, and power-law spectra, Physical Review E, 64, 011110 99 (McDonald and Siegel, 1986) McDonald, R. and Siegel, D., 1986, The value of waiting to invest, Quarterly Journal of Economica, 101(4), November, pp. 707-27 (McGee, 1974) McGee, J., 1974, Efficiency and Economics of Size, in Goldschmid et al., ed., Industrial Concentration: The New Learning, Little, Brown, Boston, pp. 55-97 (McIntyre and Coldhurst, 1987) McIntyre, A. and Coldhurst, N., 1997, The planning and control of capital investments in medium sized companies, Management Accounting, 65, 3, 39-40 (McNees and Perna, 1981) McNees, S. and Perna, N., 1981, Forecasting Macroeconomic Variables: An Eclectic Approach, New England Economic Journal, May/June, pp. 15-30 (Merton, 1973) Merton, R., 1973, Theory of rational option pricing, Bell Journal of Economics and Management Science, 4, pp. 141-183 (Milkovich, Annoni, and Mahoney, 1972) Milkovich, A., Annoni, A., and Mahoney, T., 1972, The Use of the Delphi Procedures in Manpower Forecasting, Management Science, 19, 4, pp. 381-388 (Miller, 1992) Miller, K., 1992, A Framework for Integrated Risk Management in International Business, Journal of International Business Studies, Q2, pp. 311-331 (Mitroff et al., 1974) Mitroff, I., Betz, F., Pondy, L., and Sagasti, F., 1974, On managing science in the systems age: two schemas for the study of science as a whole systems phenomenon, Interfaces, Vol. 4, No. 3, pp. 46- 58 (Moel and Tuffano, 1999) Moel, A. and Tufano, P., 1999, Bidding fro the Antamina mine: valuation and incentives in a real options context, presented at the 3rd Annual International Conference on Real Options, Wassenaar, The Netherlands (Mukherjee and Henderson, 1987) Mukherjee, T. and Henderson, G., 1987, The capital budgeting process: theory and practice, Interfaces, Vol. 17, No. 2, pp. 78-90 100 (Muzzioli and Torricelli, 2000a) Muzzioli, S. and Torricelli, C., 2000, A model for pricing an option with a fuzzy payoff, Fuzzy Economics Review, Vol. 6, No. 1 (Muzzioli and Torricelli, 2000b) Muzzioli, S. and Torricelli, C., 2000, Combining the Theory of Evidence with Fuzzy Sets for Binomial Option Pricing, Materiale di Discussione n.312, Dipartimento di Economia Politica, Universitá degli Studi di Modena e Reggio Emilia (Myers, 1977) Myers, S., 1977, Determinants of Corporate Borrowing, Journal of Financial Economics, 5, 2, pp. 147-175 (Nastac et al., 2004) Nastac, I., Collan, Y., Back, B., Collan, M., Jalava, P., and Kuopio, T., 2004, A Neural Network Model for Estrogen Receptor Status Prediction, Turku Centre for Computer Science, TUCS Technical Report No. 610 (Neale and Holmes, 1990) Neale, C. and Holmes, E., 1990, Post-Auditing Capital Projects, Long Range Planning, Vol. 23, No. 4, p. 88-96 (Nembhard, Shi, and Aktan, 2001) Nembhard, H., Shi, L., and Aktan, M., 2001, A real options design for product outsourcing, in Proceedings of the 2001 Winter Simulation Conference, Peters, J., Smith, D., Medeiros, D, and Rohrer, M. Eds. (Newton and Pearson, 1994) Newton, D. and Pearson, A., 1994, Application of option pricing theory to R&D, R&D Management, 24, pp. 83-9 (Paddock, Siegel, and Smith, 1988) Paddock, J., Siegel, D., and Smith, J., 1988, Option valuation of claims on real assets: The case of offshore petroleum leases, Quarterly Journal of Economics, 103(3), pp. 479-508 (Palomäki, 2000) Palomäki, T., Perusteollisuuden gigainvestoinnin elinkaarimalli ja sen tuottoon vaikuttavien tekijöiden arviointi. Case: Outokumpu Harjavalta Metals Oy, Tampere University of Technology, Department of Industrial Economics Diploma Thesis, Pori (Pennings and Lint, 2000) Pennings, E. and Lint, O., 2000, Market entry, phased rollout or abandonment? A real option approach, European Journal of Operational Research, 124(1) pp. 125-138 101 (Perello and Masoliver, 2002) Perello, J. and Masoliver, J., 2002, Fat tails and colored noise in financial derivatives, Elsevier Preprint, 24 July 2002 (Pike, 1996) Pike, R., 1996, A Longitudinal Survey on Capital Budgeting Practices, Journal of Business Finance & Accounting, 23, 1, pp. 79-92 (Pinches, 1982) Pinches, G., 1982, Myopia, capital budgeting and decision making, Financial Management, Vol. 11, No. 3, pp. 6-19 (Pindyck, 1991) Pindyck, R., 1991, Irreversibility, uncertainty, and investment, Journal of Economic Literature, 29, pp. 1110-1148 (Ponsard, 1985) Ponsard, C., 1985, Fuzzy sets in economics, Foundations of soft decision theory, in: Kacprzyk, J., and Yager, R. Eds., 1985, Management Decision Support Systems Using Fuzzy Sets and Possibility Theory, Verlag TUV Rheinland, Köln, p. 25-27 (Ponsard, 1988) Ponsard, C., 1988, Fuzzy mathematical models in economics, Fuzzy Sets and Systems, 28, p. 273-283 (Robicheck and Van Horne, 1967) Robicheck, A. and Van Horne, J., 1967, Abandonment value and capital budgeting, Journal of Finance, 22, pp. 577- 590 (Rogerson, 1997) Rogerson, W., 1997, Intertemporal Cost Allocation and Managerial Investment Incentives: A Theory Explaining the Use of Economic Value Added as a Performance Measure, The Journal of Political Economy, 105, 4, pp. 770-795 (Ryan and Ryan, 2002) Ryan, P. and Ryan, G., 2002, Capital Budgeting Practices of the Fortune 1000: How Have Things Changed?, Journal of Business and Management, Vol. 8, No. 4 (Salazar and Sen, 1968) Salazar, R. and Sen, S., 1968, A simulation model of capital budgeting under uncertainty, Management Science, 15, 4, pp. 161-179 (Sandahl and Sjögren, 2003) Sandahl, G. and Sjögren, S., 2003, Capital budgeting methods among Sweden's largest groups of companies. The state of the art and a comparison with earlier studies, International Journal of Production Economics, 84, pp. 51-69 102 (Schwartz, 1977) Schwartz, E., 1977, The Valuation of Warrants: Implementing a New Approach, Journal of Financial Economics, 4, 79–93. (Shim et al., 2002) Shim, J., et al., 2002, Past, present, and future of decision support technology, Decision Support Systems, 33, pp. 111-126 (Shnaider and Kandel, 1989) Shnaider, E. and Kandel, A., 1989, The use of fuzzy set theory for forecasting corporate tax revenues, Fuzzy Sets and Systems, 31, pp. 187-204 (Simon, 1991) Simon, H., 1991, Models of my life, Basic Books (Smit and Nau, 1995) Smith, J. and Nau, R., 1995, Valuing risky project: Option pricing theory and decision analysis, Management Science, 41, 5, pp. 25-32 (Smit, 1996) Smit, J., 1996, The valuation of offshore concessions in the Netherlands, Financial Management, 26, 2, pp. 5-17 (Soergel, 1983) Soergel, R, 1983, Probing the Past for the Future, Sales and Marketing Management, 130, pp. 39-43 (Tarrazo, 1997) Tarrazo, M., 1997, A Methodology and Model for Qualitative Business Planning, International Journal of Business Research, 3 (1), p. 41-62 (Tarrazo and Gutierrez, 2000) Tarrazo, M. and Gutierrez, L., 2000, Economic expectations, fuzzy sets and financial planning, European Journal of Operational Research, 126, pp. 89-105 (Teollisuuden Voima, 2000) Teollisuuden Voima Oy, 2000, Ansökan om principbeslut för byggande av en kärnkraftverksenhet - Lovisa 3 / Olkiluoto 3, Teollisuuden Voima Oy, Olkiluoto (Teräsvirta, van Dijk, and Medeiros, 2004) Teräsvirta, T., Dijk van, D., and Medeiros, M., 2004, Linear models, smooth transition autoregressions, and neural networks for forecasting macroeconomic time series: A reexamination, Dipartemento de Economia, PUC-RIO, Texto para Discussao No. 485 103 (Thompson and Wong, 1991) Thompson, H. and Wong, W., 1991, On the Unavoidability of 'Unscientific' Judgment in Estimating the Cost of Capital, Managerial and Decision Economics, 12, pp. 27-42 (Trigeorgis, 1993) Trigeorgis, L., 1993, The nature of option interactions and the valuation of investments with multiple real options, Journal of Financial and Quantitative Analysis, 28(1), march, pp. 1-20 (Trigeorgis, 1995) Trigeorgis, L., 1995, Real Options: An Overview, in Trigeorgis, L. ed., 1995, Real Options in Capital Investments, Praeger, Westport, CT (Tugcu, 1983) Tugcu, S., 1983, A Simulation Study on the Determination of the Best Investment Plan for Istanbul Seaport, Journal of the Operational Research Society, 34, 6, pp. 479-487 (Turner, 1990) Turner, D., 1990, The Role of Judgement in Macroeconomic Forecasting, Journal of Forecasting, 9, pp. 315-345 (Verbeeten, 2001) Verbeeten, F., 2001, The Impact of Uncertainty on Capital Budgeting Practices, Willem-Jan van der Wolf, Nijmegen, The Netherlands (Vose, 1996) Vose, D., 1996, Quantitative Risk Analysis: A Guide to Monte Carlo Simulation Modelling, John Wiley & Sons, Chichester, England (Wallace, 1998) Wallace, S., 1998, Decision making under uncertainty: is sensitivity analysis of any use?, Operations Research, 48, 1, pp. 20-25 (Wang and Qiao, 1993) Wang, G. and Qiao, Z., 1993, Linear Programming with Fuzzy-random Variable Coefficients, Fuzzy Sets and Systems, 57, pp. 295-311 (Wing, 1965) Wing, G., 1965, Capital Budgeting, Circa 1915, The Journal of Finance, Vol. 20, No. 3, pp. 472-479 (Wong and Selvi, 1998) Wong, B. and Selvi, Y., 1998, Neural network applications in finance: A review and analysis of literature (1990-1996), Information & Management, 34, pp. 129-139 104 (Yoshida, 2003) Yoshida, Y., 2003, The valuation of European options in uncertain environment, European Journal of Operational Research, Vol. 145, 1, pp. 221-229 (Zadeh, 1965) Zadeh, L., 1965, Fuzzy Sets, Information and Control, 8, pp. 338-353 (Zadeh, 1973) Zadeh, L., 1973, Outline of a new approach to the analysis of complex systems and decision processes, IEEE Transactions on Systems, Man and Cybernetics, 3, pp. 28-44 (Zimmermann, 1992) Zimmermann, H., 1992, Fuzzy set theory and its applications, Kluwer Academic Publishers, Norwell, MA (Zmeskal, 2001) Zmeskal, Z., 2001, Application of the fuzzy-stochastic methodology to appraising the firm value as a European call option, European Journal of Operational Research, Vol. 135, 2, pp. 303-310