Abstract
For scalar diffusion models with unknown drift function asymptotic equivalence in the sense of Le Cam's deficiency between statistical experiments is considered under long-time asymptotics. A local asymptotic equivalence result is established with an accompanying sequence of simple Gaussian shift experiments. Corresponding globally asymptotically equivalent experiments are obtained as compound experiments. The results are extended in several directions including time discretisation. An explicit transformation of decision functions from the Gaussian to the diffusion experiment is constructed.
| Original language | English |
|---|---|
| Pages (from-to) | 248-282 |
| Number of pages | 35 |
| Journal | Probability Theory and Related Fields |
| Volume | 134 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - 1 Feb 2006 |
| Externally published | Yes |
Keywords
- Asymptotic equivalence
- Ergodic diffusion
- Le Cam distance
- Local time
- Mixed Gaussian white noise
- Statistical experiment
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