Jump-Diffusion Models for Valuing the Future: Discounting under Extreme Situations

We develop the process of discounting when underlying rates follow a jump-diffusion process, that is, when, in addition to diffusive behavior, rates suffer a series of finite discontinuities located at random Poissonian times. Jump amplitudes are also random and governed by an arbitrary density. Suc...

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Main Authors: Jaume Masoliver, Miquel Montero, Josep Perelló
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/9/14/1589
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author Jaume Masoliver
Miquel Montero
Josep Perelló
author_facet Jaume Masoliver
Miquel Montero
Josep Perelló
author_sort Jaume Masoliver
collection DOAJ
description We develop the process of discounting when underlying rates follow a jump-diffusion process, that is, when, in addition to diffusive behavior, rates suffer a series of finite discontinuities located at random Poissonian times. Jump amplitudes are also random and governed by an arbitrary density. Such a model may describe the economic evolution, specially when extreme situations occur (pandemics, global wars, etc.). When, between jumps, the dynamical evolution is governed by an Ornstein–Uhlenbeck diffusion process, we obtain exact and explicit expressions for the discount function and the long-run discount rate and show that the presence of discontinuities may drastically reduce the discount rate, a fact that has significant consequences for environmental planning. We also discuss as a specific example the case when rates are described by the continuous time random walk.
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spelling doaj.art-1aacc097930e4e3b962b73d7c1e689f72023-11-22T04:19:11ZengMDPI AGMathematics2227-73902021-07-01914158910.3390/math9141589Jump-Diffusion Models for Valuing the Future: Discounting under Extreme SituationsJaume Masoliver0Miquel Montero1Josep Perelló2Departament de Física de la Matèria Condensada, Universitat de Barcelona, 08028 Barcelona, SpainDepartament de Física de la Matèria Condensada, Universitat de Barcelona, 08028 Barcelona, SpainDepartament de Física de la Matèria Condensada, Universitat de Barcelona, 08028 Barcelona, SpainWe develop the process of discounting when underlying rates follow a jump-diffusion process, that is, when, in addition to diffusive behavior, rates suffer a series of finite discontinuities located at random Poissonian times. Jump amplitudes are also random and governed by an arbitrary density. Such a model may describe the economic evolution, specially when extreme situations occur (pandemics, global wars, etc.). When, between jumps, the dynamical evolution is governed by an Ornstein–Uhlenbeck diffusion process, we obtain exact and explicit expressions for the discount function and the long-run discount rate and show that the presence of discontinuities may drastically reduce the discount rate, a fact that has significant consequences for environmental planning. We also discuss as a specific example the case when rates are described by the continuous time random walk.https://www.mdpi.com/2227-7390/9/14/1589stochastic processesfinanceclimatediscount functionenvironmental econonomicsPoissonian jumps
spellingShingle Jaume Masoliver
Miquel Montero
Josep Perelló
Jump-Diffusion Models for Valuing the Future: Discounting under Extreme Situations
Mathematics
stochastic processes
finance
climate
discount function
environmental econonomics
Poissonian jumps
title Jump-Diffusion Models for Valuing the Future: Discounting under Extreme Situations
title_full Jump-Diffusion Models for Valuing the Future: Discounting under Extreme Situations
title_fullStr Jump-Diffusion Models for Valuing the Future: Discounting under Extreme Situations
title_full_unstemmed Jump-Diffusion Models for Valuing the Future: Discounting under Extreme Situations
title_short Jump-Diffusion Models for Valuing the Future: Discounting under Extreme Situations
title_sort jump diffusion models for valuing the future discounting under extreme situations
topic stochastic processes
finance
climate
discount function
environmental econonomics
Poissonian jumps
url https://www.mdpi.com/2227-7390/9/14/1589
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