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On Jumps and ARCH Effects in Natural Resource Prices. An Application to Stumpage Prices from Pacific Northwest National Forests

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Author Info
Saphores, Jean-Daniel
Khalaf, Lynda
Pelletier, Denis

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Abstract

Models use for natural resources prices usually preclude the possibility of large changes (jumps) resulting from discrete, unexpected events. To test for the presence of jumps and ARCH effects, we propose to use bounds and bootstrap test techniques, thus solving the unidentified nuisance parameter problem. We apply this approach to stumpage price time series from the Pacific Northwest and find evidence of jumps and ARCH effects. Using real options, we then develop a stopping model to assess the impact of neglecting jumps on the decision to harvest old-growth timber. Our numerical results show the importance of modeling jumps explicitly.

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File URL: http://www.green.ecn.ulaval.ca/CahiersGREEN2000/00-03.pdf
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Publisher Info
Paper provided by GREEN in its series Cahiers de recherche with number 0003.

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Date of creation: 2000
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Handle: RePEc:lvl:lagrcr:0003

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Related research
Keywords: Jum Processes; ARCH; Bootstrap; Stumpage Prices; Real Options;

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Find related papers by JEL classification:
C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Statistical Simulation Methods
C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation and Testing
G12 - Financial Economics - - General Financial Markets - - - Asset Pricing
Q23 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Forestry

Cited by:
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  1. Jean-Thomas Bernard & Lynda Khalaf & Maral Kichian, 2004. "Structural Change and Forecasting Long-Run Energy Prices," Working Papers 04-5, Bank of Canada. [Downloadable!]
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This page was last updated on 2009-11-13.


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