Abstract
Continuous approximations that are ordinary differential equations (ODEs) or stochastic differential equations (SDEs) are often used to study the properties of discrete stochastic processes. We show that different ways of taking the continuous limit of the same model may result in either an ODE or a SDE and study the manner in which each approximates the discrete model. We compare the asymptotic properties of the continuous equations with those of the discrete dynamics and show that they tend to provide a better approximation when a greater amount of variance of the discrete model is preserved in the continuous limit. Journal of Economic Literature Classification numbers: C6, C7, D8
Original language | English (US) |
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Pages (from-to) | 163-191 |
Number of pages | 29 |
Journal | Journal of Economic Theory |
Volume | 94 |
Issue number | 2 |
DOIs | |
State | Published - Oct 2000 |
Keywords
- Stochastic dynamics, continuous approximations
ASJC Scopus subject areas
- Economics and Econometrics