One-dimensional stochastic differential equations with singular and degenerate coefficients

Richard F. Bass*, Zhen Qing Chen

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

35 Citations (Scopus)

Abstract

We show the existence of strong solutions and pathwise uniqueness for two types of one-dimensional stochastic differential equations. The first type allows singular drifts: Xt = X0 + ∫0 t a(Xt)dWt + ∫RL tw(X)μ(dw) for t ≥ 0, where W is a one-dimensional Brownian motion, a is a, function that is bounded between two positive constants, μ is a finite measure with |μ({w})| ≤ 1, and Lw is the local time at w for the semimartingale X. The second type is the equation dXt = (Xt)ndWt + dL t, where L is a continuous non-decreasing process that increases only when X is at 0, α ∈ (0, 1/2), and Xt ≥ 0 for all t. Although this second equation does not have a unique solution, it does have a unique solution if one restricts attention to those solutions that spend zero time at 0.

Original languageEnglish
Pages (from-to)19-45
Number of pages27
JournalSankhya: The Indian Journal of Statistics
Volume67
Issue number1
Publication statusPublished - 2005
Externally publishedYes

Keywords

  • Comparison principle
  • Degenerate coefficients
  • Pathwise uniqueness
  • Singular drift
  • Stochastic differential equations
  • Strong solution

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Bass, R. F., & Chen, Z. Q. (2005). One-dimensional stochastic differential equations with singular and degenerate coefficients. Sankhya: The Indian Journal of Statistics, 67(1), 19-45.