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pith:2026:7RFXJRX3GWXL3ZSD4CURLQN7AR
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A Counterexample to Small-time Limit Theorems for Stochastic Processes

Pietro Maria Sparago

A scaling of diffusions by exit from shrinking balls converges in finite-dimensional distributions but not weakly in the càdlàg topology.

arxiv:2605.15931 v1 · 2026-05-15 · math.PR

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Claims

C1strongest claim

We prove that this is a nontrivial example of a sequence of processes which converges in the sense of finite-dimensional distributions over a dense subset of [0,∞), but it does not converge weakly in the sense of laws of càdlàg processes.

C2weakest assumption

The processes under consideration are time-homogeneous diffusions given by Itô SDEs, and the scaling is performed by stopping at the first exit time from balls of radius n^{-1/2} without any time rescaling (abstract, paragraph on the scaling choice).

C3one line summary

The paper exhibits a sequence of scaled diffusion processes that converge in finite-dimensional distributions over a dense time set but fail to converge weakly in the càdlàg topology.

References

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[1] We may then provide an explicit illustrative example of Theorem 1 as following
[2] Gerhold, S., Kleinert, M., Porkert, P., and Shkolnikov, M. (2015). Small time central limit theorems for semimartingales with applications.Stochastics, 87 2015
[3] Ikeda, N. and Watanabe, S. (1989).Stochastic Differential Equations and Diffusion Processes (Second Edition). North-Holland Mathematical Library 1989
[4] Jacod, J. and Shiryaev, A. N. (2003).Limit theorems for stochastic processes. Springer-Verlag 2003
[5] (2013).Probability theory: a comprehensive course 2013
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First computed 2026-05-20T00:01:45.563620Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
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Canonical hash

fc4b74c6fb35aebde643e0a915c1bf046688f6437fa70cc07564882a15ccd607

Aliases

arxiv: 2605.15931 · arxiv_version: 2605.15931v1 · doi: 10.48550/arxiv.2605.15931 · pith_short_12: 7RFXJRX3GWXL · pith_short_16: 7RFXJRX3GWXL3ZSD · pith_short_8: 7RFXJRX3
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Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7RFXJRX3GWXL3ZSD4CURLQN7AR \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: fc4b74c6fb35aebde643e0a915c1bf046688f6437fa70cc07564882a15ccd607
Canonical record JSON
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