Title:
|
Combining System Dynamic Modeling and the Datar–Mathews Method for Analyzing Metal Mine Investments (English) |
Author:
|
Savolainen, Jyrki |
Author:
|
Collan, Mikael |
Author:
|
Luukka, Pasi |
Language:
|
English |
Journal:
|
Acta Universitatis Palackianae Olomucensis. Facultas Rerum Naturalium. Mathematica |
ISSN:
|
0231-9721 |
Volume:
|
55 |
Issue:
|
1 |
Year:
|
2016 |
Pages:
|
95-110 |
Summary lang:
|
English |
. |
Category:
|
math |
. |
Summary:
|
This paper presents how a dynamic system model can be used together with the Datar–Mathews real option analysis method for investment analysis of metal mining projects. The focus of the paper is on analyzing a project from the point of view of the project owner. The paper extends the Datar–Mathews real option analysis method by combining it with a dynamic system model. The model employs a dynamic discount rate that changes as the debt-level of the project changes. A numerical case illustration of a nickel mining project is presented. The results show that using dynamic system models in real option analysis is not only possible with the Datar–Mathews method, but also that some previously identified problems of real option valuation can be avoided. (English) |
Keyword:
|
System dynamic model |
Keyword:
|
Monte Carlo simulation |
Keyword:
|
metal mining |
Keyword:
|
profitability analysis |
Keyword:
|
Datar–Mathews method |
Keyword:
|
real option valuation |
MSC:
|
37M40 |
MSC:
|
65C05 |
MSC:
|
90B30 |
MSC:
|
91B74 |
idZBL:
|
Zbl 06724352 |
idMR:
|
MR3674604 |
. |
Date available:
|
2016-08-30T12:00:34Z |
Last updated:
|
2018-01-10 |
Stable URL:
|
http://hdl.handle.net/10338.dmlcz/145821 |
. |
Reference:
|
[1] Collan, M.: Thoughts about selected models for real option valuation.. Acta Univ. Palacki. Olomuc., Math. 50, 2 (2011), 5–12. MR 2920703 |
Reference:
|
[2] Collan, M.: The Pay-Off Method: Re-Inventing Investment Analysis.. CreateSpace Inc., Charleston, NC, 2012. |
Reference:
|
[3] Collan, M., Fullér, R., Mézei, J.: Fuzzy pay-off method for real option valuation. Journal of Applied Mathematics and Decision Systems 2009 (2009), 1–14. Zbl 1175.91070, MR 2530016, 10.1155/2009/238196 |
Reference:
|
[4] Datar, V., Mathews, S.: European real options: an intuitive algorithm for the Black Scholes formula.. Journal of Applied Finance 14 (2004), 7–13. |
Reference:
|
[5] Mathews, S., Datar, V., Johnson, B.: A practical method for valuing real options: The Boeing approach.. Journal of Applied Corporate Finance 19, 2 (2007), 95–104. 10.1111/j.1745-6622.2007.00140.x |
Reference:
|
[6] Mathews, S., Salmon, J.: Business Engineering: A Practical Approach to Valuing High-Risk, High-Return Projects Using Real Options.. In: Tutorials in Operations Research (2007), 157–175. |
Reference:
|
[7] Brealey, R. A., Myers, S. C.: Principles of Corporate Finance.. Mcgraw Hill Series in Finance, Mcgraw-Hill, 1996. |
Reference:
|
[8] Esty, B. C.: Improved techniques for valuating large scale projects.. J. Proj. Financ. (1999), 9–25. |
Reference:
|
[9] Ashby, W. R.: Requisite variety and its implications for the control of complex systems.. Cybernetica 1, 2 (1958), 83–99. Zbl 0093.09803 |
Reference:
|
[10] O’Regan, B., Moles, R.: A system dynamics model of mining industry investment decisions within the context of environmental policy.. Journal of Environmental Planning and Management 44, 2 (2001), 245–262. 10.1080/09640560120033731 |
Reference:
|
[11] O’Regan, B., Moles, R.: Using system dynamics to model the interaction between environmental and economic factors in the mining industry.. Journal of Cleaner Production 14, 8 (2006), 689–707. 10.1016/j.jclepro.2004.05.006 |
Reference:
|
[12] Savolainen, J., Collan, M., Luukka, P.: Modeling Profitability of Metal Mining Investments as Dynamic Techno-Economic Systems.. In: Workshop on Sustainability and Decision Making, 25.–26. 2. 2015 RWTH, Aachen, Germany, 2015, p. 15. |
Reference:
|
[13] Sontamino, P., Drebenstedt, C.: Decision Support System of Coal Mine Planning Using System Dynamics Model: Introduction and Reviews.. 6th Freiberg–St. Petersburg Kolloquium junger Wisseshaftler 15–17 Juni, 2011, Freiberg, Germany (2011), 1–6. |
Reference:
|
[14] Tsekrekos, A. E., Shackleton, M. B., Wojakowski, R.: Evaluating natural resource investments under different model dynamics: managerial insights. European Financial Management 18, 4 (2012), 453–575. 10.1111/j.1468-036X.2010.00544.x |
Reference:
|
[15] Triantis, A.: Realizing the Potential of Real Options: Does Theory Meet Practice?. Journal of Applied Corporate Finance 17, 2 (2005), 8–16. 10.1111/j.1745-6622.2005.00028.x |
Reference:
|
[16] Lander, D. M., Pinches, G. E.: Challenges to the practical implementation of modeling and valuing real options.. Q. Rev. Econ. Financ. 38, 3 (1998), 537–567. 10.1016/S1062-9769(99)80089-1 |
Reference:
|
[17] Smith, J. E., McCardle, K. F.: Options in the real world: Lessons learned in evaluating oil and gas investments. Oper. Res. 47, 1 (1999), 1–15. Zbl 1035.91503, 10.1287/opre.47.1.1 |
Reference:
|
[18] Borison, A.: Real options analysis: Where are the emperor’s clothes?. J. Appl. Corp. Financ. 17, 2 (2005), 17–31. 10.1111/j.1745-6622.2005.00029.x |
Reference:
|
[19] Jaimungal, S., Lawryshyn, Y.: Incorporating Managerial Information into Real Option Valuation.. In: R., Aïd, M., Ludkovski, R, Sircar, Eds.: Fields Institute Communications 74, Commodities, Energy and Environmental Finance, Springer, New York, 2015, 213–238. MR 3380396 |
Reference:
|
[20] Abdel Sabour, S., Poulin, R.: Valuing real capital investments using the least-squares Monte Carlo method.. Eng. Econ. 51, 2 (2006), 141–160. 10.1080/00137910600705210 |
Reference:
|
[21] Cardin, M., De Neufville, R., Kazakidis, V.: A process to improve expected value of mining operations.. Min. Technol. 117, 2 (2008), 65–70. 10.1179/174328608X362631 |
Reference:
|
[22] Haque, M. A., Topal, E., Lilford, E.: A numerical study for a mining project using real options valuation under commodity price uncertainty.. Resour. Policy 39 (2014), 115–123. 10.1016/j.resourpol.2013.12.004 |
Reference:
|
[23] Samis, M., Davis, G. A., Laughton, D., Poulin, R.: Valuing uncertain asset cash flows when there are no options: A real options approach.. Resour. Policy 30, 4 (2006), 285–298. 10.1016/j.resourpol.2006.03.003 |
Reference:
|
[24] Savolainen, J., Collan, M., Luukka, P.: Using a dynamic system model in ex-ante operational and profitability analysis of a metal mine through simulation.. In: Book of abstracts of the ECCOMAS CM3 Thematic Conference – New Challenges for the Greening of Transport, 25.–27.5.2015, Jyväskylä, Finland, 2015, 97–100. |
Reference:
|
[25] Dias, M. A. G., Rocha, K. M. C.: Petroleum concessions with extensible options using mean reversion with jumps to model oil prices.. In: 3rd International Conference on Real Options, Wassenaar/Leiden, June 6–8, 1999, L., Trigeorgis, Eds., Oxford University Press, 1999. |
Reference:
|
[26] de Magalhaes Ozorio, L., Shevchenko, P. V., De Lamare Bastian-Pinto, C.: The Choice of Stochastic Process in Real Option Valuation II: Selecting Multiple Factor Models.. In: 7th International Conference on Real Options, Tokyo, 2013. |
Reference:
|
[27] Slade, M.: Valuing managerial flexibility: An application of real-option theory to mining investments.. J. Environ. Econ. Manage. 41 (2001), 193–233. Zbl 0991.91504, 10.1006/jeem.2000.1139 |
Reference:
|
[28] Lemelin, B., Abdel Sabour, S. A., Poulin, R.: Valuing mine 2 at raglan using real options.. Int. J. Mining, Reclam. Environ. 20, 1 (2006), 46–56. 10.1080/13895260500430294 |
Reference:
|
[29] Abdel Sabour, S. A., Dimitrakopoulos, R. G., Kumral, M.: Mine design selection under uncertainty.. Min. Technol. IMM Trans. Sect. A, 117, 2 (2008), 53–64. |
. |