Investment Decisions with Two-Factor Uncertainty

This paper considers investment problems in real options with non-homogeneous two-factor uncertainty. We derive some analytical properties of the resulting optimal stopping problem and present a finite difference algorithm to approximate the firm’s value function and optimal exercise boundary. An im...

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Autores principales: Tine Compernolle, Kuno J. M. Huisman, Peter M. Kort, Maria Lavrutich, Cláudia Nunes, Jacco J. J. Thijssen
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Publicado: MDPI AG 2021
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Acceso en línea:https://doaj.org/article/25ed37a81ea34a8fb0a531267a1a566a
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spelling oai:doaj.org-article:25ed37a81ea34a8fb0a531267a1a566a2021-11-25T18:08:37ZInvestment Decisions with Two-Factor Uncertainty10.3390/jrfm141105341911-80741911-8066https://doaj.org/article/25ed37a81ea34a8fb0a531267a1a566a2021-11-01T00:00:00Zhttps://www.mdpi.com/1911-8074/14/11/534https://doaj.org/toc/1911-8066https://doaj.org/toc/1911-8074This paper considers investment problems in real options with non-homogeneous two-factor uncertainty. We derive some analytical properties of the resulting optimal stopping problem and present a finite difference algorithm to approximate the firm’s value function and optimal exercise boundary. An important message in our paper is that the frequently applied quasi-analytical approach underestimates the impact of uncertainty. This is caused by the fact that the quasi-analytical solution does not satisfy the partial differential equation that governs the value function. As a result, the quasi-analytical approach may wrongly advise to invest in a substantial part of the state space.Tine CompernolleKuno J. M. HuismanPeter M. KortMaria LavrutichCláudia NunesJacco J. J. ThijssenMDPI AGarticleinvestment analysisoptimal stopping time problemtwo-factor uncertaintyRisk in industry. Risk managementHD61FinanceHG1-9999ENJournal of Risk and Financial Management, Vol 14, Iss 534, p 534 (2021)
institution DOAJ
collection DOAJ
language EN
topic investment analysis
optimal stopping time problem
two-factor uncertainty
Risk in industry. Risk management
HD61
Finance
HG1-9999
spellingShingle investment analysis
optimal stopping time problem
two-factor uncertainty
Risk in industry. Risk management
HD61
Finance
HG1-9999
Tine Compernolle
Kuno J. M. Huisman
Peter M. Kort
Maria Lavrutich
Cláudia Nunes
Jacco J. J. Thijssen
Investment Decisions with Two-Factor Uncertainty
description This paper considers investment problems in real options with non-homogeneous two-factor uncertainty. We derive some analytical properties of the resulting optimal stopping problem and present a finite difference algorithm to approximate the firm’s value function and optimal exercise boundary. An important message in our paper is that the frequently applied quasi-analytical approach underestimates the impact of uncertainty. This is caused by the fact that the quasi-analytical solution does not satisfy the partial differential equation that governs the value function. As a result, the quasi-analytical approach may wrongly advise to invest in a substantial part of the state space.
format article
author Tine Compernolle
Kuno J. M. Huisman
Peter M. Kort
Maria Lavrutich
Cláudia Nunes
Jacco J. J. Thijssen
author_facet Tine Compernolle
Kuno J. M. Huisman
Peter M. Kort
Maria Lavrutich
Cláudia Nunes
Jacco J. J. Thijssen
author_sort Tine Compernolle
title Investment Decisions with Two-Factor Uncertainty
title_short Investment Decisions with Two-Factor Uncertainty
title_full Investment Decisions with Two-Factor Uncertainty
title_fullStr Investment Decisions with Two-Factor Uncertainty
title_full_unstemmed Investment Decisions with Two-Factor Uncertainty
title_sort investment decisions with two-factor uncertainty
publisher MDPI AG
publishDate 2021
url https://doaj.org/article/25ed37a81ea34a8fb0a531267a1a566a
work_keys_str_mv AT tinecompernolle investmentdecisionswithtwofactoruncertainty
AT kunojmhuisman investmentdecisionswithtwofactoruncertainty
AT petermkort investmentdecisionswithtwofactoruncertainty
AT marialavrutich investmentdecisionswithtwofactoruncertainty
AT claudianunes investmentdecisionswithtwofactoruncertainty
AT jaccojjthijssen investmentdecisionswithtwofactoruncertainty
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