Comparison theorem and estimates for transition probability densities of diffusion processes in memory of professor paul-andre meyer

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Abstract

We establish several comparison theorems for the transition probability density Pb(x, t, y) of Brownian motion with drift b, and deduce explicit, sharp lower and upper bounds for Pt,(x, t, y) in terms of the norms of the vector field b. The main results are obtained through carefully estimating themixed moments of Bessel processes. All constants are explicit in our lower and upper bounds, which is different from most of the previous estimates, and is important in many applications for example in statistical inferences for diffusion processes.

Original languageEnglish
Pages (from-to)388-406
Number of pages19
JournalProbability Theory and Related Fields
Volume127
Issue number3
DOIs
Publication statusPublished - 1 Nov 2003
Externally publishedYes

Keywords

  • Bessel processes
  • Comparison theorems
  • Diffusion processes
  • Transition probabilities

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